_TensorFlow

7. Demo - Predictions into Human Readable Names.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/3. Picking and Using a Model/7. Demo - Predictions into Human Readable Names.mp4

5. Demo - Creating a Session and Using Tensorboard.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/3. Picking and Using a Model/5. Demo - Creating a Session and Using Tensorboard.mp4

4. Demo - Using a TensorFlow Model.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/3. Picking and Using a Model/4. Demo - Using a TensorFlow Model.mp4

6. Demo - Getting Predictions.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/3. Picking and Using a Model/6. Demo - Getting Predictions.mp4

1. Introduction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/3. Picking and Using a Model/1. Introduction.mp4

2. Steps for Picking a Model.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/3. Picking and Using a Model/2. Steps for Picking a Model.mp4

3. Picking Your Model.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/3. Picking and Using a Model/3. Picking Your Model.mp4

7. Demo - Predictions into Human Readable Names.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/3. Picking and Using a Model/7. Demo - Predictions into Human Readable Names.vtt

5. Demo - Creating a Session and Using Tensorboard.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/3. Picking and Using a Model/5. Demo - Creating a Session and Using Tensorboard.vtt

4. Demo - Using a TensorFlow Model.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/3. Picking and Using a Model/4. Demo - Using a TensorFlow Model.vtt

1. Introduction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/3. Picking and Using a Model/1. Introduction.vtt

2. Steps for Picking a Model.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/3. Picking and Using a Model/2. Steps for Picking a Model.vtt

6. Demo - Getting Predictions.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/3. Picking and Using a Model/6. Demo - Getting Predictions.vtt

3. Picking Your Model.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/3. Picking and Using a Model/3. Picking Your Model.vtt

3. Segementation.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/5. Localization and Segmentation/3. Segementation.mp4

4. Demo - Segmentation.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/5. Localization and Segmentation/4. Demo - Segmentation.mp4

2. Localization.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/5. Localization and Segmentation/2. Localization.mp4

1. Introduction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/5. Localization and Segmentation/1. Introduction.mp4

5. Summary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/5. Localization and Segmentation/5. Summary.mp4

3. Segementation.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/5. Localization and Segmentation/3. Segementation.vtt

4. Demo - Segmentation.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/5. Localization and Segmentation/4. Demo - Segmentation.vtt

2. Localization.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/5. Localization and Segmentation/2. Localization.vtt

1. Introduction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/5. Localization and Segmentation/1. Introduction.vtt

5. Summary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/5. Localization and Segmentation/5. Summary.vtt

5. Demo - TensorFlow Hub and Retraining.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/4. Transfer Learning/5. Demo - TensorFlow Hub and Retraining.mp4

6. Demo - Code Updates to Run the New Model.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/4. Transfer Learning/6. Demo - Code Updates to Run the New Model.mp4

4. Demo - Preparing the Images.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/4. Transfer Learning/4. Demo - Preparing the Images.mp4

3. Demo - Transfer Learning.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/4. Transfer Learning/3. Demo - Transfer Learning.mp4

1. Introduction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/4. Transfer Learning/1. Introduction.mp4

2. Transfer Learning Limitations.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/4. Transfer Learning/2. Transfer Learning Limitations.mp4

7. Summary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/4. Transfer Learning/7. Summary.mp4

4. Demo - Preparing the Images.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/4. Transfer Learning/4. Demo - Preparing the Images.vtt

5. Demo - TensorFlow Hub and Retraining.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/4. Transfer Learning/5. Demo - TensorFlow Hub and Retraining.vtt

6. Demo - Code Updates to Run the New Model.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/4. Transfer Learning/6. Demo - Code Updates to Run the New Model.vtt

1. Introduction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/4. Transfer Learning/1. Introduction.vtt

3. Demo - Transfer Learning.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/4. Transfer Learning/3. Demo - Transfer Learning.vtt

2. Transfer Learning Limitations.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/4. Transfer Learning/2. Transfer Learning Limitations.vtt

7. Summary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/4. Transfer Learning/7. Summary.vtt

2. Demo - Using Facenet.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/6. Face Recognition/2. Demo - Using Facenet.mp4

3. Demo - Building the Classifier.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/6. Face Recognition/3. Demo - Building the Classifier.mp4

1. Introduction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/6. Face Recognition/1. Introduction.mp4

4. Summary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/6. Face Recognition/4. Summary.mp4

2. Demo - Using Facenet.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/6. Face Recognition/2. Demo - Using Facenet.vtt

3. Demo - Building the Classifier.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/6. Face Recognition/3. Demo - Building the Classifier.vtt

1. Introduction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/6. Face Recognition/1. Introduction.vtt

4. Summary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/6. Face Recognition/4. Summary.vtt

3. ML and Imaging.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/2. Introduction/3. ML and Imaging.mp4

2. Some ML Imaging Basics.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/2. Introduction/2. Some ML Imaging Basics.mp4

1. Introduction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/2. Introduction/1. Introduction.mp4

4. Over and Underfitting.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/2. Introduction/4. Over and Underfitting.mp4

5. Summary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/2. Introduction/5. Summary.mp4

3. ML and Imaging.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/2. Introduction/3. ML and Imaging.vtt

2. Some ML Imaging Basics.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/2. Introduction/2. Some ML Imaging Basics.vtt

1. Introduction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/2. Introduction/1. Introduction.vtt

4. Over and Underfitting.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/2. Introduction/4. Over and Underfitting.vtt

5. Summary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/2. Introduction/5. Summary.vtt

1. Course Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/1. Course Overview/1. Course Overview.mp4

1. Course Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C2. Implementing Image Recognition Systems with TensorFlow (Jon Flanders, 2019)/1. Course Overview/1. Course Overview.vtt

05. Demo - Image Classification Using K-nearest Neighbors.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/05. Demo - Image Classification Using K-nearest Neighbors.mp4

12. Demo - Income Prediction Using Logistic Regression.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/12. Demo - Income Prediction Using Logistic Regression.mp4

09. Demo - Exploring the Census Dataset.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/09. Demo - Exploring the Census Dataset.mp4

06. The Intuition Behind Logistic Regression.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/06. The Intuition Behind Logistic Regression.mp4

11. Working with Estimators in TensorFlow.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/11. Working with Estimators in TensorFlow.mp4

01. Representing Images as Tensors.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/01. Representing Images as Tensors.mp4

10. Feature Engineering with Bucketized and Crossed Columns.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/10. Feature Engineering with Bucketized and Crossed Columns.mp4

02. The K-nearest Neighbors Algorithm.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/02. The K-nearest Neighbors Algorithm.mp4

04. Demo - Environment and Package Setup.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/04. Demo - Environment and Package Setup.mp4

07. Logistic Regression for Prediction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/07. Logistic Regression for Prediction.mp4

08. Cross-entropy as a Cost Function.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/08. Cross-entropy as a Cost Function.mp4

03. Distance Measures.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/03. Distance Measures.mp4

05. Demo - Image Classification Using K-nearest Neighbors.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/05. Demo - Image Classification Using K-nearest Neighbors.vtt

12. Demo - Income Prediction Using Logistic Regression.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/12. Demo - Income Prediction Using Logistic Regression.vtt

06. The Intuition Behind Logistic Regression.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/06. The Intuition Behind Logistic Regression.vtt

11. Working with Estimators in TensorFlow.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/11. Working with Estimators in TensorFlow.vtt

01. Representing Images as Tensors.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/01. Representing Images as Tensors.vtt

09. Demo - Exploring the Census Dataset.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/09. Demo - Exploring the Census Dataset.vtt

10. Feature Engineering with Bucketized and Crossed Columns.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/10. Feature Engineering with Bucketized and Crossed Columns.vtt

02. The K-nearest Neighbors Algorithm.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/02. The K-nearest Neighbors Algorithm.vtt

08. Cross-entropy as a Cost Function.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/08. Cross-entropy as a Cost Function.vtt

07. Logistic Regression for Prediction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/07. Logistic Regression for Prediction.vtt

04. Demo - Environment and Package Setup.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/04. Demo - Environment and Package Setup.vtt

03. Distance Measures.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/3. Simple Classification Models in TensorFlow/03. Distance Measures.vtt

08. Demo - Image Classification Using CNNs (MNIST Dataset).mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/08. Demo - Image Classification Using CNNs (MNIST Dataset).mp4

10. Demo - Image Classification Using CNNs (CIFAR-10 Dataset).mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/10. Demo - Image Classification Using CNNs (CIFAR-10 Dataset).mp4

01. Neurons and Neural Networks.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/01. Neurons and Neural Networks.mp4

05. Convolutional Layers and Feature Maps.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/05. Convolutional Layers and Feature Maps.mp4

07. Architecture of CNNs.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/07. Architecture of CNNs.mp4

02. Understanding How Convolution Works.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/02. Understanding How Convolution Works.mp4

09. Demo - Exploring the CIFAR-10 Dataset.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/09. Demo - Exploring the CIFAR-10 Dataset.mp4

06. Pooling Layers.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/06. Pooling Layers.mp4

03. Zero Padding and Stride Size.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/03. Zero Padding and Stride Size.mp4

04. Introducing Convolutional Neural Networks.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/04. Introducing Convolutional Neural Networks.mp4

08. Demo - Image Classification Using CNNs (MNIST Dataset).vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/08. Demo - Image Classification Using CNNs (MNIST Dataset).vtt

10. Demo - Image Classification Using CNNs (CIFAR-10 Dataset).vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/10. Demo - Image Classification Using CNNs (CIFAR-10 Dataset).vtt

01. Neurons and Neural Networks.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/01. Neurons and Neural Networks.vtt

05. Convolutional Layers and Feature Maps.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/05. Convolutional Layers and Feature Maps.vtt

02. Understanding How Convolution Works.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/02. Understanding How Convolution Works.vtt

07. Architecture of CNNs.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/07. Architecture of CNNs.vtt

09. Demo - Exploring the CIFAR-10 Dataset.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/09. Demo - Exploring the CIFAR-10 Dataset.vtt

03. Zero Padding and Stride Size.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/03. Zero Padding and Stride Size.vtt

06. Pooling Layers.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/06. Pooling Layers.vtt

04. Introducing Convolutional Neural Networks.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/4. Convolutional Neural Networks for Classification in TensorFlow/04. Introducing Convolutional Neural Networks.vtt

09. Demo - Text Classification Using RNNs.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/09. Demo - Text Classification Using RNNs.mp4

08. Demo - Exploring the DBPedia Dataset for Text Classification.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/08. Demo - Exploring the DBPedia Dataset for Text Classification.mp4

05. Dealing with Vanishing and Exploding Gradients.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/05. Dealing with Vanishing and Exploding Gradients.mp4

07. Word Vector Encodings.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/07. Word Vector Encodings.mp4

03. Training Using Back Propogation.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/03. Training Using Back Propogation.mp4

06. The LSTM Memory Cell.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/06. The LSTM Memory Cell.mp4

01. Why Is the Past Important.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/01. Why Is the Past Important.mp4

04. Demo - Classifying Images Using RNNs (MNIST Dataset).mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/04. Demo - Classifying Images Using RNNs (MNIST Dataset).mp4

02. Understaning the Recurrent Neuron.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/02. Understaning the Recurrent Neuron.mp4

10. Summary and Next Steps for Learning.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/10. Summary and Next Steps for Learning.mp4

09. Demo - Text Classification Using RNNs.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/09. Demo - Text Classification Using RNNs.vtt

07. Word Vector Encodings.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/07. Word Vector Encodings.vtt

08. Demo - Exploring the DBPedia Dataset for Text Classification.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/08. Demo - Exploring the DBPedia Dataset for Text Classification.vtt

05. Dealing with Vanishing and Exploding Gradients.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/05. Dealing with Vanishing and Exploding Gradients.vtt

06. The LSTM Memory Cell.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/06. The LSTM Memory Cell.vtt

03. Training Using Back Propogation.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/03. Training Using Back Propogation.vtt

02. Understaning the Recurrent Neuron.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/02. Understaning the Recurrent Neuron.vtt

04. Demo - Classifying Images Using RNNs (MNIST Dataset).vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/04. Demo - Classifying Images Using RNNs (MNIST Dataset).vtt

01. Why Is the Past Important.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/01. Why Is the Past Important.vtt

10. Summary and Next Steps for Learning.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/5. Recurrent Neural Networks for Classification in TensorFlow/10. Summary and Next Steps for Learning.vtt

3. Classification and Classifiers.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/3. Classification and Classifiers.mp4

8. Binary, Multilabel, Multiclass, and Multioutput Classifiers.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/8. Binary, Multilabel, Multiclass, and Multioutput Classifiers.mp4

6. The PrecisionRecall Tradeoff.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/6. The PrecisionRecall Tradeoff.mp4

4. Using Accuracy to Evaluate Models.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/4. Using Accuracy to Evaluate Models.mp4

2. Prerequisites and Software Needed for This Course.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/2. Prerequisites and Software Needed for This Course.mp4

7. The Precision-Recall Tradeoff.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/7. The Precision-Recall Tradeoff.mp4

5. Using Precision and Recall to Evaluate Models.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/5. Using Precision and Recall to Evaluate Models.mp4

1. Version Check.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/1. Version Check.mp4

3. Classification and Classifiers.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/3. Classification and Classifiers.vtt

6. The PrecisionRecall Tradeoff.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/6. The PrecisionRecall Tradeoff.vtt

4. Using Accuracy to Evaluate Models.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/4. Using Accuracy to Evaluate Models.vtt

8. Binary, Multilabel, Multiclass, and Multioutput Classifiers.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/8. Binary, Multilabel, Multiclass, and Multioutput Classifiers.vtt

2. Prerequisites and Software Needed for This Course.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/2. Prerequisites and Software Needed for This Course.vtt

7. The Precision-Recall Tradeoff.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/7. The Precision-Recall Tradeoff.vtt

5. Using Precision and Recall to Evaluate Models.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/5. Using Precision and Recall to Evaluate Models.vtt

1. Version Check.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/2. Overview of Classification Models/1. Version Check.vtt

1. Course Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/1. Course Overview/1. Course Overview.mp4

1. Course Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A4. Building Classification Models with TensorFlow (Janani Ravi, 2017)/1. Course Overview/1. Course Overview.vtt

2. Demo - Implementing Naive Bayes as a Baseline.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/2. Demo - Implementing Naive Bayes as a Baseline.mp4

5. Demo - Build and Run the Neural Network.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/5. Demo - Build and Run the Neural Network.mp4

7. Demo - Use Pre-trained GloVe Embeddings for Classif.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/7. Demo - Use Pre-trained GloVe Embeddings for Classif.mp4

4. Demo - Data Preparation for Classification Using RN.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/4. Demo - Data Preparation for Classification Using RN.mp4

1. Naive Bayes Intuition.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/1. Naive Bayes Intuition.mp4

8. Summary and Further Learning.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/8. Summary and Further Learning.mp4

6. Advantages of RNNs for Sentiment Analysis.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/6. Advantages of RNNs for Sentiment Analysis.mp4

3. Drawbacks of Naive Bayes.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/3. Drawbacks of Naive Bayes.mp4

2. Demo - Implementing Naive Bayes as a Baseline.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/2. Demo - Implementing Naive Bayes as a Baseline.vtt

5. Demo - Build and Run the Neural Network.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/5. Demo - Build and Run the Neural Network.vtt

1. Naive Bayes Intuition.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/1. Naive Bayes Intuition.vtt

7. Demo - Use Pre-trained GloVe Embeddings for Classif.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/7. Demo - Use Pre-trained GloVe Embeddings for Classif.vtt

4. Demo - Data Preparation for Classification Using RN.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/4. Demo - Data Preparation for Classification Using RN.vtt

8. Summary and Further Learning.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/8. Summary and Further Learning.vtt

6. Advantages of RNNs for Sentiment Analysis.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/6. Advantages of RNNs for Sentiment Analysis.vtt

3. Drawbacks of Naive Bayes.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/5. Implementing Sequence Classification Using RNNs in TensorFlow/3. Drawbacks of Naive Bayes.vtt

12. Demo - Implementing Noise Contrastive Estimation.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/12. Demo - Implementing Noise Contrastive Estimation.mp4

10. Demo - Train the Neural Network.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/10. Demo - Train the Neural Network.mp4

09. Demo - Contruct the Neural Network.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/09. Demo - Contruct the Neural Network.mp4

08. Demo - Generate Training Batches.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/08. Demo - Generate Training Batches.mp4

06. Demo - Download Data and Extract Words.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/06. Demo - Download Data and Extract Words.mp4

07. Demo - Build and Prepare Dataset.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/07. Demo - Build and Prepare Dataset.mp4

03. The Continuous Bag of Words Neural Network.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/03. The Continuous Bag of Words Neural Network.mp4

11. Noise Contrastive Estimators to Measure Loss.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/11. Noise Contrastive Estimators to Measure Loss.mp4

02. Maximum Likelihood Estimation.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/02. Maximum Likelihood Estimation.mp4

05. Useful Python Packages.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/05. Useful Python Packages.mp4

01. Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/01. Overview.mp4

04. The Skip-gram Neural Network.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/04. The Skip-gram Neural Network.mp4

13. Summary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/13. Summary.mp4

12. Demo - Implementing Noise Contrastive Estimation.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/12. Demo - Implementing Noise Contrastive Estimation.vtt

09. Demo - Contruct the Neural Network.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/09. Demo - Contruct the Neural Network.vtt

08. Demo - Generate Training Batches.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/08. Demo - Generate Training Batches.vtt

10. Demo - Train the Neural Network.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/10. Demo - Train the Neural Network.vtt

03. The Continuous Bag of Words Neural Network.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/03. The Continuous Bag of Words Neural Network.vtt

06. Demo - Download Data and Extract Words.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/06. Demo - Download Data and Extract Words.vtt

02. Maximum Likelihood Estimation.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/02. Maximum Likelihood Estimation.vtt

11. Noise Contrastive Estimators to Measure Loss.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/11. Noise Contrastive Estimators to Measure Loss.vtt

07. Demo - Build and Prepare Dataset.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/07. Demo - Build and Prepare Dataset.vtt

05. Useful Python Packages.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/05. Useful Python Packages.vtt

01. Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/01. Overview.vtt

04. The Skip-gram Neural Network.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/04. The Skip-gram Neural Network.vtt

13. Summary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/3. Implementing Word Embeddings in TensorFlow/13. Summary.vtt

4. Back Propagation Through Time.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/4. Performing Sequence Classification with RNNs/4. Back Propagation Through Time.mp4

6. The LSTM Cell.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/4. Performing Sequence Classification with RNNs/6. The LSTM Cell.mp4

5. Long Term Memory.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/4. Performing Sequence Classification with RNNs/5. Long Term Memory.mp4

2. The Recurrent Neuron.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/4. Performing Sequence Classification with RNNs/2. The Recurrent Neuron.mp4

1. Text as Sequential Data.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/4. Performing Sequence Classification with RNNs/1. Text as Sequential Data.mp4

3. Input Sequence as a Time Step.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/4. Performing Sequence Classification with RNNs/3. Input Sequence as a Time Step.mp4

4. Back Propagation Through Time.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/4. Performing Sequence Classification with RNNs/4. Back Propagation Through Time.vtt

6. The LSTM Cell.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/4. Performing Sequence Classification with RNNs/6. The LSTM Cell.vtt

5. Long Term Memory.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/4. Performing Sequence Classification with RNNs/5. Long Term Memory.vtt

2. The Recurrent Neuron.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/4. Performing Sequence Classification with RNNs/2. The Recurrent Neuron.vtt

1. Text as Sequential Data.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/4. Performing Sequence Classification with RNNs/1. Text as Sequential Data.vtt

3. Input Sequence as a Time Step.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/4. Performing Sequence Classification with RNNs/3. Input Sequence as a Time Step.vtt

7. Frequency-based Embeddings.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/7. Frequency-based Embeddings.mp4

5. An Introduction to Neural Networks.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/5. An Introduction to Neural Networks.mp4

8. Prediction-based Embeddings.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/8. Prediction-based Embeddings.mp4

4. A Rule-based System for Sentiment Analysis.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/4. A Rule-based System for Sentiment Analysis.mp4

6. One-hot Encoding.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/6. One-hot Encoding.mp4

9. Introducing Word2Vec.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/9. Introducing Word2Vec.mp4

2. Classification as a Machine Learning Problem.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/2. Classification as a Machine Learning Problem.mp4

3. Prerequisites and Software.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/3. Prerequisites and Software.mp4

1. Version Check.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/1. Version Check.mp4

7. Frequency-based Embeddings.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/7. Frequency-based Embeddings.vtt

5. An Introduction to Neural Networks.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/5. An Introduction to Neural Networks.vtt

8. Prediction-based Embeddings.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/8. Prediction-based Embeddings.vtt

4. A Rule-based System for Sentiment Analysis.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/4. A Rule-based System for Sentiment Analysis.vtt

6. One-hot Encoding.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/6. One-hot Encoding.vtt

9. Introducing Word2Vec.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/9. Introducing Word2Vec.vtt

2. Classification as a Machine Learning Problem.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/2. Classification as a Machine Learning Problem.vtt

3. Prerequisites and Software.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/3. Prerequisites and Software.vtt

1. Version Check.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/2. Applying Word Vector Embeddings to Language Modeling/1. Version Check.vtt

1. Course Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/1. Course Overview/1. Course Overview.mp4

1. Course Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C4. Sentiment Analysis with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2017)/1. Course Overview/1. Course Overview.vtt

3. Implementing Linear Regression.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/2. Implementing Supervised Learning Systems/3. Implementing Linear Regression.mp4

5. Implementing Neural Networks.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/2. Implementing Supervised Learning Systems/5. Implementing Neural Networks.mp4

2. Understanding Supervised Learning and Linear Regression.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/2. Implementing Supervised Learning Systems/2. Understanding Supervised Learning and Linear Regression.mp4

4. Understanding Neural Networks.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/2. Implementing Supervised Learning Systems/4. Understanding Neural Networks.mp4

6. Summary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/2. Implementing Supervised Learning Systems/6. Summary.mp4

1. Introduction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/2. Implementing Supervised Learning Systems/1. Introduction.mp4

3. Implementing Linear Regression.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/2. Implementing Supervised Learning Systems/3. Implementing Linear Regression.vtt

5. Implementing Neural Networks.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/2. Implementing Supervised Learning Systems/5. Implementing Neural Networks.vtt

2. Understanding Supervised Learning and Linear Regression.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/2. Implementing Supervised Learning Systems/2. Understanding Supervised Learning and Linear Regression.vtt

4. Understanding Neural Networks.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/2. Implementing Supervised Learning Systems/4. Understanding Neural Networks.vtt

6. Summary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/2. Implementing Supervised Learning Systems/6. Summary.vtt

1. Introduction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/2. Implementing Supervised Learning Systems/1. Introduction.vtt

3. Implementing a Simple Reinforcement Learning System.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/4. Implementing Reinforcement Learning Systems/3. Implementing a Simple Reinforcement Learning System.mp4

2. Understanding Reinforcement Learning Systems.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/4. Implementing Reinforcement Learning Systems/2. Understanding Reinforcement Learning Systems.mp4

4. Understanding Markov Decision Process and Policy-based Agents.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/4. Implementing Reinforcement Learning Systems/4. Understanding Markov Decision Process and Policy-based Agents.mp4

5. Further Learning and Next Steps.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/4. Implementing Reinforcement Learning Systems/5. Further Learning and Next Steps.mp4

6. Summary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/4. Implementing Reinforcement Learning Systems/6. Summary.mp4

1. Introduction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/4. Implementing Reinforcement Learning Systems/1. Introduction.mp4

3. Implementing a Simple Reinforcement Learning System.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/4. Implementing Reinforcement Learning Systems/3. Implementing a Simple Reinforcement Learning System.vtt

2. Understanding Reinforcement Learning Systems.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/4. Implementing Reinforcement Learning Systems/2. Understanding Reinforcement Learning Systems.vtt

4. Understanding Markov Decision Process and Policy-based Agents.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/4. Implementing Reinforcement Learning Systems/4. Understanding Markov Decision Process and Policy-based Agents.vtt

5. Further Learning and Next Steps.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/4. Implementing Reinforcement Learning Systems/5. Further Learning and Next Steps.vtt

6. Summary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/4. Implementing Reinforcement Learning Systems/6. Summary.vtt

1. Introduction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/4. Implementing Reinforcement Learning Systems/1. Introduction.vtt

4. Implementing a Small-scale Collaborative Filtering System.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/3. Implementing Recommendation Systems/4. Implementing a Small-scale Collaborative Filtering System.mp4

5. Implementing a Larger-scale Collaborative Filtering System.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/3. Implementing Recommendation Systems/5. Implementing a Larger-scale Collaborative Filtering System.mp4

2. Understanding Recommendation Learning Systems.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/3. Implementing Recommendation Systems/2. Understanding Recommendation Learning Systems.mp4

3. Understanding Matrix Factorization.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/3. Implementing Recommendation Systems/3. Understanding Matrix Factorization.mp4

6. Summary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/3. Implementing Recommendation Systems/6. Summary.mp4

1. Introduction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/3. Implementing Recommendation Systems/1. Introduction.mp4

4. Implementing a Small-scale Collaborative Filtering System.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/3. Implementing Recommendation Systems/4. Implementing a Small-scale Collaborative Filtering System.vtt

2. Understanding Recommendation Learning Systems.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/3. Implementing Recommendation Systems/2. Understanding Recommendation Learning Systems.vtt

5. Implementing a Larger-scale Collaborative Filtering System.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/3. Implementing Recommendation Systems/5. Implementing a Larger-scale Collaborative Filtering System.vtt

3. Understanding Matrix Factorization.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/3. Implementing Recommendation Systems/3. Understanding Matrix Factorization.vtt

6. Summary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/3. Implementing Recommendation Systems/6. Summary.vtt

1. Introduction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/3. Implementing Recommendation Systems/1. Introduction.vtt

1. Course Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/1. Course Overview/1. Course Overview.mp4

1. Course Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C3. Implementing Predictive Analytics with TensorFlow (Justin Flett, 2018)/1. Course Overview/1. Course Overview.vtt

2. Installing TensorFlow.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/2. Installing TensorFlow.mp4

5. TensorFlow Training.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/5. TensorFlow Training.mp4

8. Gradient Descent in Action.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/8. Gradient Descent in Action.mp4

7. Gradient Descent.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/7. Gradient Descent.mp4

3. Getting Hands-on.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/3. Getting Hands-on.mp4

6. Tensor Properties.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/6. Tensor Properties.mp4

4. Building Our First Model.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/4. Building Our First Model.mp4

1. Introduction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/1. Introduction.mp4

9. Summary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/9. Summary.mp4

5. TensorFlow Training.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/5. TensorFlow Training.vtt

2. Installing TensorFlow.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/2. Installing TensorFlow.vtt

6. Tensor Properties.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/6. Tensor Properties.vtt

3. Getting Hands-on.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/3. Getting Hands-on.vtt

8. Gradient Descent in Action.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/8. Gradient Descent in Action.vtt

4. Building Our First Model.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/4. Building Our First Model.vtt

7. Gradient Descent.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/7. Gradient Descent.vtt

9. Summary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/9. Summary.vtt

1. Introduction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/3. Introducing TensorFlow/1. Introduction.vtt

4. Implementing Transfer Learning in TensorFlow.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/6. Transfer Learning with TensorFlow/4. Implementing Transfer Learning in TensorFlow.mp4

6. Using Our Retrained Model.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/6. Transfer Learning with TensorFlow/6. Using Our Retrained Model.mp4

5. Retraining Inception.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/6. Transfer Learning with TensorFlow/5. Retraining Inception.mp4

1. Introduction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/6. Transfer Learning with TensorFlow/1. Introduction.mp4

3. Transfer Learning Basics.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/6. Transfer Learning with TensorFlow/3. Transfer Learning Basics.mp4

2. The Need for Transfer Learning.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/6. Transfer Learning with TensorFlow/2. The Need for Transfer Learning.mp4

7. Summary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/6. Transfer Learning with TensorFlow/7. Summary.mp4

4. Implementing Transfer Learning in TensorFlow.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/6. Transfer Learning with TensorFlow/4. Implementing Transfer Learning in TensorFlow.vtt

5. Retraining Inception.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/6. Transfer Learning with TensorFlow/5. Retraining Inception.vtt

3. Transfer Learning Basics.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/6. Transfer Learning with TensorFlow/3. Transfer Learning Basics.vtt

6. Using Our Retrained Model.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/6. Transfer Learning with TensorFlow/6. Using Our Retrained Model.vtt

2. The Need for Transfer Learning.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/6. Transfer Learning with TensorFlow/2. The Need for Transfer Learning.vtt

7. Summary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/6. Transfer Learning with TensorFlow/7. Summary.vtt

1. Introduction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/6. Transfer Learning with TensorFlow/1. Introduction.vtt

4. Simple MNIST.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/4. Creating Neural Networks in TensorFlow/4. Simple MNIST.mp4

6. Coding Deep MNIST.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/4. Creating Neural Networks in TensorFlow/6. Coding Deep MNIST.mp4

5. Deep MNIST.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/4. Creating Neural Networks in TensorFlow/5. Deep MNIST.mp4

2. Introduction to Neural Networks.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/4. Creating Neural Networks in TensorFlow/2. Introduction to Neural Networks.mp4

7. Summary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/4. Creating Neural Networks in TensorFlow/7. Summary.mp4

3. Neural Network Symbology and Terminology.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/4. Creating Neural Networks in TensorFlow/3. Neural Network Symbology and Terminology.mp4

1. Introduction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/4. Creating Neural Networks in TensorFlow/1. Introduction.mp4

4. Simple MNIST.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/4. Creating Neural Networks in TensorFlow/4. Simple MNIST.vtt

6. Coding Deep MNIST.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/4. Creating Neural Networks in TensorFlow/6. Coding Deep MNIST.vtt

5. Deep MNIST.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/4. Creating Neural Networks in TensorFlow/5. Deep MNIST.vtt

2. Introduction to Neural Networks.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/4. Creating Neural Networks in TensorFlow/2. Introduction to Neural Networks.vtt

1. Introduction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/4. Creating Neural Networks in TensorFlow/1. Introduction.vtt

7. Summary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/4. Creating Neural Networks in TensorFlow/7. Summary.vtt

3. Neural Network Symbology and Terminology.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/4. Creating Neural Networks in TensorFlow/3. Neural Network Symbology and Terminology.vtt

3. Using Keras.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/3. Using Keras.mp4

4. DeepMNIST in Keras.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/4. DeepMNIST in Keras.mp4

7. DeepMNIST in TFLearn.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/7. DeepMNIST in TFLearn.mp4

6. Using TFLearn.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/6. Using TFLearn.mp4

1. Introduction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/1. Introduction.mp4

8. Summary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/8. Summary.mp4

2. Keras.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/2. Keras.mp4

5. TFLearn.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/5. TFLearn.mp4

3. Using Keras.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/3. Using Keras.vtt

4. DeepMNIST in Keras.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/4. DeepMNIST in Keras.vtt

7. DeepMNIST in TFLearn.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/7. DeepMNIST in TFLearn.vtt

6. Using TFLearn.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/6. Using TFLearn.vtt

8. Summary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/8. Summary.vtt

2. Keras.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/2. Keras.vtt

5. TFLearn.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/5. TFLearn.vtt

1. Introduction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/7. Extending TensorFlow with Add-ons/1. Introduction.vtt

6. Using TensorBoard - Part 2.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/5. Debugging and Monitoring/6. Using TensorBoard - Part 2.mp4

3. Using Names and Name Scope.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/5. Debugging and Monitoring/3. Using Names and Name Scope.mp4

5. Using TensorBoard - Part 1.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/5. Debugging and Monitoring/5. Using TensorBoard - Part 1.mp4

2. Why Is TensorFlow Different.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/5. Debugging and Monitoring/2. Why Is TensorFlow Different.mp4

4. Introducing TensorBoard.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/5. Debugging and Monitoring/4. Introducing TensorBoard.mp4

7. Summary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/5. Debugging and Monitoring/7. Summary.mp4

1. Introduction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/5. Debugging and Monitoring/1. Introduction.mp4

6. Using TensorBoard - Part 2.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/5. Debugging and Monitoring/6. Using TensorBoard - Part 2.vtt

5. Using TensorBoard - Part 1.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/5. Debugging and Monitoring/5. Using TensorBoard - Part 1.vtt

3. Using Names and Name Scope.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/5. Debugging and Monitoring/3. Using Names and Name Scope.vtt

2. Why Is TensorFlow Different.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/5. Debugging and Monitoring/2. Why Is TensorFlow Different.vtt

4. Introducing TensorBoard.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/5. Debugging and Monitoring/4. Introducing TensorBoard.vtt

7. Summary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/5. Debugging and Monitoring/7. Summary.vtt

1. Introduction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/5. Debugging and Monitoring/1. Introduction.vtt

4. Skills and Course Structure.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/2. Introduction/4. Skills and Course Structure.mp4

2. TensorFlow as Interface and Implementation.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/2. Introduction/2. TensorFlow as Interface and Implementation.mp4

1. Introduction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/2. Introduction/1. Introduction.mp4

3. Why Is It Called TensorFlow.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/2. Introduction/3. Why Is It Called TensorFlow.mp4

4. Skills and Course Structure.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/2. Introduction/4. Skills and Course Structure.vtt

2. TensorFlow as Interface and Implementation.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/2. Introduction/2. TensorFlow as Interface and Implementation.vtt

1. Introduction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/2. Introduction/1. Introduction.vtt

3. Why Is It Called TensorFlow.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/2. Introduction/3. Why Is It Called TensorFlow.vtt

1. Last Words.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/8. Summary/1. Last Words.mp4

1. Last Words.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/8. Summary/1. Last Words.vtt

1. Course Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/1. Course Overview/1. Course Overview.mp4

1. Course Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A1. TensorFlow. Getting Started (Jerry Kurata, 2017)/1. Course Overview/1. Course Overview.vtt

07. Demo - Implementing the Stacked Autoencoder.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/07. Demo - Implementing the Stacked Autoencoder.mp4

06. Demo - Implementing an Autoencoder to Perform PCA.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/06. Demo - Implementing an Autoencoder to Perform PCA.mp4

04. Demo - Implementing PCA Using Matplotlib.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/04. Demo - Implementing PCA Using Matplotlib.mp4

05. The Undercomplete Autoencoder.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/05. The Undercomplete Autoencoder.mp4

08. Demo - Implementing a Stacked Autoencoder with Dropout.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/08. Demo - Implementing a Stacked Autoencoder with Dropout.mp4

10. Denoising Autoencoders and Unsupervised Pre-training.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/10. Denoising Autoencoders and Unsupervised Pre-training.mp4

11. Use Cases of Autoencoders.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/11. Use Cases of Autoencoders.mp4

03. Principal Components Analysis.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/03. Principal Components Analysis.mp4

09. Demo - Implementing a Denoising Autoencoder.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/09. Demo - Implementing a Denoising Autoencoder.mp4

02. Autoencoders Learn the Input to Reproduce at the Output.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/02. Autoencoders Learn the Input to Reproduce at the Output.mp4

01. Autoencoders as an Unsupervised Learning Technique.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/01. Autoencoders as an Unsupervised Learning Technique.mp4

07. Demo - Implementing the Stacked Autoencoder.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/07. Demo - Implementing the Stacked Autoencoder.vtt

06. Demo - Implementing an Autoencoder to Perform PCA.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/06. Demo - Implementing an Autoencoder to Perform PCA.vtt

04. Demo - Implementing PCA Using Matplotlib.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/04. Demo - Implementing PCA Using Matplotlib.vtt

05. The Undercomplete Autoencoder.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/05. The Undercomplete Autoencoder.vtt

03. Principal Components Analysis.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/03. Principal Components Analysis.vtt

11. Use Cases of Autoencoders.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/11. Use Cases of Autoencoders.vtt

08. Demo - Implementing a Stacked Autoencoder with Dropout.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/08. Demo - Implementing a Stacked Autoencoder with Dropout.vtt

02. Autoencoders Learn the Input to Reproduce at the Output.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/02. Autoencoders Learn the Input to Reproduce at the Output.vtt

10. Denoising Autoencoders and Unsupervised Pre-training.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/10. Denoising Autoencoders and Unsupervised Pre-training.vtt

09. Demo - Implementing a Denoising Autoencoder.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/09. Demo - Implementing a Denoising Autoencoder.vtt

01. Autoencoders as an Unsupervised Learning Technique.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/5. Autoencoders Using Unsupervised Learning/01. Autoencoders as an Unsupervised Learning Technique.vtt

03. Demo - K-means Clustering on 1D Arrays.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/03. Demo - K-means Clustering on 1D Arrays.mp4

05. Demo - K-means Clustering on 2D Arrays.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/05. Demo - K-means Clustering on 2D Arrays.mp4

07. Demo - K-means Clustering on the MNIST Dataset.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/07. Demo - K-means Clustering on the MNIST Dataset.mp4

08. Demo - Tweaking the Algorithm on the MNIST Dataset.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/08. Demo - Tweaking the Algorithm on the MNIST Dataset.mp4

01. The Intuition Behind K-means Clustering.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/01. The Intuition Behind K-means Clustering.mp4

04. K-means Clustering - Algorithm and Design Choices.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/04. K-means Clustering - Algorithm and Design Choices.mp4

09. Understanding Hierarchical Clustering.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/09. Understanding Hierarchical Clustering.mp4

06. Hyperparameter Tuning.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/06. Hyperparameter Tuning.mp4

02. Setting up for K-means Clustering Demos.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/02. Setting up for K-means Clustering Demos.mp4

10. Use Cases of Clustering.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/10. Use Cases of Clustering.mp4

03. Demo - K-means Clustering on 1D Arrays.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/03. Demo - K-means Clustering on 1D Arrays.vtt

05. Demo - K-means Clustering on 2D Arrays.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/05. Demo - K-means Clustering on 2D Arrays.vtt

07. Demo - K-means Clustering on the MNIST Dataset.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/07. Demo - K-means Clustering on the MNIST Dataset.vtt

06. Hyperparameter Tuning.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/06. Hyperparameter Tuning.vtt

09. Understanding Hierarchical Clustering.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/09. Understanding Hierarchical Clustering.vtt

01. The Intuition Behind K-means Clustering.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/01. The Intuition Behind K-means Clustering.vtt

04. K-means Clustering - Algorithm and Design Choices.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/04. K-means Clustering - Algorithm and Design Choices.vtt

08. Demo - Tweaking the Algorithm on the MNIST Dataset.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/08. Demo - Tweaking the Algorithm on the MNIST Dataset.vtt

10. Use Cases of Clustering.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/10. Use Cases of Clustering.vtt

02. Setting up for K-means Clustering Demos.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/3. Clustering Using Unsupervised Learning/02. Setting up for K-means Clustering Demos.vtt

2. How Does a Neuron Work.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/4. Understanding Neurons and Neural Networks/2. How Does a Neuron Work.mp4

1. Deep Learning, Neural Networks, and Neurons.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/4. Understanding Neurons and Neural Networks/1. Deep Learning, Neural Networks, and Neurons.mp4

7. Overfitting, Regularisation, and Dropout.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/4. Understanding Neurons and Neural Networks/7. Overfitting, Regularisation, and Dropout.mp4

5. Vanishing, Exploding Gradients, and Dying Neurons.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/4. Understanding Neurons and Neural Networks/5. Vanishing, Exploding Gradients, and Dying Neurons.mp4

6. Overfitting, Dropout, and Regularisation.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/4. Understanding Neurons and Neural Networks/6. Overfitting, Dropout, and Regularisation.mp4

3. Gradient Descent Optimization.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/4. Understanding Neurons and Neural Networks/3. Gradient Descent Optimization.mp4

4. Back Propagation in a Neural Network.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/4. Understanding Neurons and Neural Networks/4. Back Propagation in a Neural Network.mp4

2. How Does a Neuron Work.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/4. Understanding Neurons and Neural Networks/2. How Does a Neuron Work.vtt

5. Vanishing, Exploding Gradients, and Dying Neurons.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/4. Understanding Neurons and Neural Networks/5. Vanishing, Exploding Gradients, and Dying Neurons.vtt

1. Deep Learning, Neural Networks, and Neurons.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/4. Understanding Neurons and Neural Networks/1. Deep Learning, Neural Networks, and Neurons.vtt

7. Overfitting, Regularisation, and Dropout.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/4. Understanding Neurons and Neural Networks/7. Overfitting, Regularisation, and Dropout.vtt

6. Overfitting, Dropout, and Regularisation.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/4. Understanding Neurons and Neural Networks/6. Overfitting, Dropout, and Regularisation.vtt

3. Gradient Descent Optimization.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/4. Understanding Neurons and Neural Networks/3. Gradient Descent Optimization.vtt

4. Back Propagation in a Neural Network.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/4. Understanding Neurons and Neural Networks/4. Back Propagation in a Neural Network.vtt

4. Unsupervised Learning.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/4. Unsupervised Learning.mp4

8. Understanding Principal Components Analysis.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/8. Understanding Principal Components Analysis.mp4

9. Dimensionality Reducing Using Autoencoders.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/9. Dimensionality Reducing Using Autoencoders.mp4

3. Supervised Learning.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/3. Supervised Learning.mp4

6. Minimize Intra-cluster Similarity; Maximize Inter-cluster Similarity.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/6. Minimize Intra-cluster Similarity; Maximize Inter-cluster Similarity.mp4

2. Prerequisites and Required Software.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/2. Prerequisites and Required Software.mp4

5. Introduction to Clustering.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/5. Introduction to Clustering.mp4

7. The Intuition Behind How Autoencoders Work.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/7. The Intuition Behind How Autoencoders Work.mp4

1. Version Check.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/1. Version Check.mp4

8. Understanding Principal Components Analysis.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/8. Understanding Principal Components Analysis.vtt

3. Supervised Learning.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/3. Supervised Learning.vtt

9. Dimensionality Reducing Using Autoencoders.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/9. Dimensionality Reducing Using Autoencoders.vtt

4. Unsupervised Learning.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/4. Unsupervised Learning.vtt

2. Prerequisites and Required Software.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/2. Prerequisites and Required Software.vtt

5. Introduction to Clustering.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/5. Introduction to Clustering.vtt

7. The Intuition Behind How Autoencoders Work.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/7. The Intuition Behind How Autoencoders Work.vtt

6. Minimize Intra-cluster Similarity; Maximize Inter-cluster Similarity.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/6. Minimize Intra-cluster Similarity; Maximize Inter-cluster Similarity.vtt

1. Version Check.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/2. Introduction to Unsupervised Learning/1. Version Check.vtt

1. Course Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/1. Course Overview/1. Course Overview.mp4

1. Course Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A5. Building Unsupervised Learning Models with TensorFlow (Janani Ravi, 2017)/1. Course Overview/1. Course Overview.vtt

8. Downloading and Installing TensorFlow.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/8. Downloading and Installing TensorFlow.mp4

3. Traditional ML Algorithms.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/3. Traditional ML Algorithms.mp4

5. Deep Learning and Neural Networks.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/5. Deep Learning and Neural Networks.mp4

6. Introducing TensorFlow.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/6. Introducing TensorFlow.mp4

2. Prerequisites and Course Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/2. Prerequisites and Course Overview.mp4

7. The World as a Graph.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/7. The World as a Graph.mp4

4. Representation ML Algorithms.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/4. Representation ML Algorithms.mp4

1. Version Check.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/1. Version Check.mp4

8. Downloading and Installing TensorFlow.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/8. Downloading and Installing TensorFlow.vtt

3. Traditional ML Algorithms.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/3. Traditional ML Algorithms.vtt

6. Introducing TensorFlow.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/6. Introducing TensorFlow.vtt

5. Deep Learning and Neural Networks.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/5. Deep Learning and Neural Networks.vtt

2. Prerequisites and Course Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/2. Prerequisites and Course Overview.vtt

7. The World as a Graph.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/7. The World as a Graph.vtt

4. Representation ML Algorithms.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/4. Representation ML Algorithms.vtt

1. Version Check.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/2. Introducing TensorFlow/1. Version Check.vtt

5. Representing a List of Images as a 4D Tensor.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/5. Working with Images/5. Representing a List of Images as a 4D Tensor.mp4

4. Resizing Images.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/5. Working with Images/4. Resizing Images.mp4

3. Transposing Images.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/5. Working with Images/3. Transposing Images.mp4

1. Image Recognition and Neural Networks.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/5. Working with Images/1. Image Recognition and Neural Networks.mp4

2. Representing Images as Tensors.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/5. Working with Images/2. Representing Images as Tensors.mp4

4. Resizing Images.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/5. Working with Images/4. Resizing Images.vtt

5. Representing a List of Images as a 4D Tensor.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/5. Working with Images/5. Representing a List of Images as a 4D Tensor.vtt

3. Transposing Images.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/5. Working with Images/3. Transposing Images.vtt

2. Representing Images as Tensors.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/5. Working with Images/2. Representing Images as Tensors.vtt

1. Image Recognition and Neural Networks.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/5. Working with Images/1. Image Recognition and Neural Networks.vtt

5. Variables.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/5. Variables.mp4

4. Fetches and the Feed Dictionary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/4. Fetches and the Feed Dictionary.mp4

3. Placeholders.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/3. Placeholders.mp4

7. Named Scopes.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/7. Named Scopes.mp4

1. A TensorFlow Example - Linear Regression.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/1. A TensorFlow Example - Linear Regression.mp4

9. Quick Overview - Linear Regression in TensorFlow.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/9. Quick Overview - Linear Regression in TensorFlow.mp4

6. Default and Explicitly Specified Graphs.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/6. Default and Explicitly Specified Graphs.mp4

2. Linear Regression in Practice.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/2. Linear Regression in Practice.mp4

8. Interactive Sessions.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/8. Interactive Sessions.mp4

5. Variables.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/5. Variables.vtt

1. A TensorFlow Example - Linear Regression.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/1. A TensorFlow Example - Linear Regression.vtt

3. Placeholders.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/3. Placeholders.vtt

4. Fetches and the Feed Dictionary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/4. Fetches and the Feed Dictionary.vtt

9. Quick Overview - Linear Regression in TensorFlow.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/9. Quick Overview - Linear Regression in TensorFlow.vtt

7. Named Scopes.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/7. Named Scopes.vtt

6. Default and Explicitly Specified Graphs.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/6. Default and Explicitly Specified Graphs.vtt

2. Linear Regression in Practice.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/2. Linear Regression in Practice.vtt

8. Interactive Sessions.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/4. Digging Deeper into Fundamentals/8. Interactive Sessions.vtt

3. Building, Running, and Visualizing Graphs.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/3. Building, Running, and Visualizing Graphs.mp4

5. Simple Math Operations.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/5. Simple Math Operations.mp4

8. Tensor Math.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/8. Tensor Math.mp4

1. The Computation Graph.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/1. The Computation Graph.mp4

6. Tensors.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/6. Tensors.mp4

2. Modeling Cyclic Dependencies.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/2. Modeling Cyclic Dependencies.mp4

9. Numpy and TensorFlow.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/9. Numpy and TensorFlow.mp4

4. Computation Graphs and Distributed Systems.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/4. Computation Graphs and Distributed Systems.mp4

7. Rank of a Tensor.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/7. Rank of a Tensor.mp4

3. Building, Running, and Visualizing Graphs.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/3. Building, Running, and Visualizing Graphs.vtt

5. Simple Math Operations.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/5. Simple Math Operations.vtt

6. Tensors.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/6. Tensors.vtt

1. The Computation Graph.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/1. The Computation Graph.vtt

8. Tensor Math.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/8. Tensor Math.vtt

2. Modeling Cyclic Dependencies.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/2. Modeling Cyclic Dependencies.vtt

9. Numpy and TensorFlow.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/9. Numpy and TensorFlow.vtt

4. Computation Graphs and Distributed Systems.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/4. Computation Graphs and Distributed Systems.vtt

7. Rank of a Tensor.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/3. Introducing Computation Graphs/7. Rank of a Tensor.vtt

2. The K-nearest-neighbors Algorithm.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/6. Solving Basic Math Functions/2. The K-nearest-neighbors Algorithm.mp4

4. KNN in TensorFlow.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/6. Solving Basic Math Functions/4. KNN in TensorFlow.mp4

5. Calculating L1 in TensorFlow.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/6. Solving Basic Math Functions/5. Calculating L1 in TensorFlow.mp4

1. The MNIST Dataset.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/6. Solving Basic Math Functions/1. The MNIST Dataset.mp4

6. Measuring Accuracy.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/6. Solving Basic Math Functions/6. Measuring Accuracy.mp4

3. L1 Distance.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/6. Solving Basic Math Functions/3. L1 Distance.mp4

2. The K-nearest-neighbors Algorithm.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/6. Solving Basic Math Functions/2. The K-nearest-neighbors Algorithm.vtt

4. KNN in TensorFlow.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/6. Solving Basic Math Functions/4. KNN in TensorFlow.vtt

5. Calculating L1 in TensorFlow.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/6. Solving Basic Math Functions/5. Calculating L1 in TensorFlow.vtt

1. The MNIST Dataset.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/6. Solving Basic Math Functions/1. The MNIST Dataset.vtt

3. L1 Distance.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/6. Solving Basic Math Functions/3. L1 Distance.vtt

6. Measuring Accuracy.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/6. Solving Basic Math Functions/6. Measuring Accuracy.vtt

1. Course Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/1. Course Overview/1. Course Overview.mp4

1. Course Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A2. Understanding the Foundations of TensorFlow (Janani Ravi, 2017)/1. Course Overview/1. Course Overview.vtt

4. Implementing Stochastic Gradient Descent in TensorFlow.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/3. Building Linear Regression Models Using TensorFlow/4. Implementing Stochastic Gradient Descent in TensorFlow.mp4

3. Understanding Gradient Descent.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/3. Building Linear Regression Models Using TensorFlow/3. Understanding Gradient Descent.mp4

2. A Baseline Implementation.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/3. Building Linear Regression Models Using TensorFlow/2. A Baseline Implementation.mp4

6. Implementing Batch Gradient Descent in TensorFlow.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/3. Building Linear Regression Models Using TensorFlow/6. Implementing Batch Gradient Descent in TensorFlow.mp4

7. Implementing Multiple Regression.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/3. Building Linear Regression Models Using TensorFlow/7. Implementing Multiple Regression.mp4

5. Instrumenting and Using TensorBoard.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/3. Building Linear Regression Models Using TensorFlow/5. Instrumenting and Using TensorBoard.mp4

1. Outlining Your Approach.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/3. Building Linear Regression Models Using TensorFlow/1. Outlining Your Approach.mp4

4. Implementing Stochastic Gradient Descent in TensorFlow.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/3. Building Linear Regression Models Using TensorFlow/4. Implementing Stochastic Gradient Descent in TensorFlow.vtt

3. Understanding Gradient Descent.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/3. Building Linear Regression Models Using TensorFlow/3. Understanding Gradient Descent.vtt

2. A Baseline Implementation.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/3. Building Linear Regression Models Using TensorFlow/2. A Baseline Implementation.vtt

6. Implementing Batch Gradient Descent in TensorFlow.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/3. Building Linear Regression Models Using TensorFlow/6. Implementing Batch Gradient Descent in TensorFlow.vtt

7. Implementing Multiple Regression.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/3. Building Linear Regression Models Using TensorFlow/7. Implementing Multiple Regression.vtt

5. Instrumenting and Using TensorBoard.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/3. Building Linear Regression Models Using TensorFlow/5. Instrumenting and Using TensorBoard.vtt

1. Outlining Your Approach.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/3. Building Linear Regression Models Using TensorFlow/1. Outlining Your Approach.vtt

4. Extending Estimators with Custom Models.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/5. Building Generalized Linear Models Using Estimators/4. Extending Estimators with Custom Models.mp4

1. How Estimators Work.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/5. Building Generalized Linear Models Using Estimators/1. How Estimators Work.mp4

3. Logistic Regression with Estimators.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/5. Building Generalized Linear Models Using Estimators/3. Logistic Regression with Estimators.mp4

2. Linear Regression with Estimators.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/5. Building Generalized Linear Models Using Estimators/2. Linear Regression with Estimators.mp4

5. Course Summary.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/5. Building Generalized Linear Models Using Estimators/5. Course Summary.mp4

1. How Estimators Work.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/5. Building Generalized Linear Models Using Estimators/1. How Estimators Work.vtt

4. Extending Estimators with Custom Models.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/5. Building Generalized Linear Models Using Estimators/4. Extending Estimators with Custom Models.vtt

3. Logistic Regression with Estimators.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/5. Building Generalized Linear Models Using Estimators/3. Logistic Regression with Estimators.vtt

2. Linear Regression with Estimators.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/5. Building Generalized Linear Models Using Estimators/2. Linear Regression with Estimators.vtt

5. Course Summary.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/5. Building Generalized Linear Models Using Estimators/5. Course Summary.vtt

7. Implementing Linear Classification in TensorFlow.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/7. Implementing Linear Classification in TensorFlow.mp4

8. Calculating Accuracy.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/8. Calculating Accuracy.mp4

3. A Baseline Implementation.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/3. A Baseline Implementation.mp4

5. The Implications of Using Softmax Activation.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/5. The Implications of Using Softmax Activation.mp4

1. The Intuition Behind Logistic Regression.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/1. The Intuition Behind Logistic Regression.mp4

4. Logistic Regression in TensorFlow.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/4. Logistic Regression in TensorFlow.mp4

2. Logistic Regression and Linear Regression.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/2. Logistic Regression and Linear Regression.mp4

6. Cross Entropy.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/6. Cross Entropy.mp4

5. The Implications of Using Softmax Activation.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/5. The Implications of Using Softmax Activation.vtt

1. The Intuition Behind Logistic Regression.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/1. The Intuition Behind Logistic Regression.vtt

7. Implementing Linear Classification in TensorFlow.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/7. Implementing Linear Classification in TensorFlow.vtt

4. Logistic Regression in TensorFlow.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/4. Logistic Regression in TensorFlow.vtt

8. Calculating Accuracy.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/8. Calculating Accuracy.vtt

3. A Baseline Implementation.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/3. A Baseline Implementation.vtt

2. Logistic Regression and Linear Regression.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/2. Logistic Regression and Linear Regression.vtt

6. Cross Entropy.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/4. Building Logistic Regression Models Using TensorFlow/6. Cross Entropy.vtt

05. Understanding a Neuron.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/05. Understanding a Neuron.mp4

08. XOR - A Slightly More Complex Neural Network.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/08. XOR - A Slightly More Complex Neural Network.mp4

09. Learning XOR.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/09. Learning XOR.mp4

03. Deep Learning as a Representation Learning System.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/03. Deep Learning as a Representation Learning System.mp4

04. Neurons as Learning Units.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/04. Neurons as Learning Units.mp4

07. Regression - The Simplest Neural Network.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/07. Regression - The Simplest Neural Network.mp4

02. Understanding Deep Learning.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/02. Understanding Deep Learning.mp4

10. Choice of Activation Function.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/10. Choice of Activation Function.mp4

06. Activation Functions.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/06. Activation Functions.mp4

11. Prequisites and Course Outline.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/11. Prequisites and Course Outline.mp4

05. Understanding a Neuron.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/05. Understanding a Neuron.vtt

08. XOR - A Slightly More Complex Neural Network.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/08. XOR - A Slightly More Complex Neural Network.vtt

02. Understanding Deep Learning.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/02. Understanding Deep Learning.vtt

03. Deep Learning as a Representation Learning System.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/03. Deep Learning as a Representation Learning System.vtt

09. Learning XOR.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/09. Learning XOR.vtt

07. Regression - The Simplest Neural Network.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/07. Regression - The Simplest Neural Network.vtt

04. Neurons as Learning Units.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/04. Neurons as Learning Units.vtt

10. Choice of Activation Function.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/10. Choice of Activation Function.vtt

06. Activation Functions.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/06. Activation Functions.vtt

11. Prequisites and Course Outline.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/11. Prequisites and Course Outline.vtt

01. Version Check.txt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/2. Learning Using Neurons/01. Version Check.txt

1. Course Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/1. Course Overview/1. Course Overview.mp4

1. Course Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/A3. Building Regression Models Using TensorFlow (Vitthal Srinivasan, 2017)/1. Course Overview/1. Course Overview.vtt

6. Using Filters with Neural Networks.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/6. Using Filters with Neural Networks.mp4

4. Debugging Shortcuts and Multiple Session Runs.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/4. Debugging Shortcuts and Multiple Session Runs.mp4

5. Using has_inf_or_nan and Custom Filters.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/5. Using has_inf_or_nan and Custom Filters.mp4

3. Introducing tfdbg Commands.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/3. Introducing tfdbg Commands.mp4

7. Debugging Estimators and Experiments.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/7. Debugging Estimators and Experiments.mp4

2. The Curses Library for tfdbg.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/2. The Curses Library for tfdbg.mp4

8. Debugging Keras Models.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/8. Debugging Keras Models.mp4

1. Module Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/1. Module Overview.mp4

3. Introducing tfdbg Commands.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/3. Introducing tfdbg Commands.vtt

5. Using has_inf_or_nan and Custom Filters.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/5. Using has_inf_or_nan and Custom Filters.vtt

4. Debugging Shortcuts and Multiple Session Runs.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/4. Debugging Shortcuts and Multiple Session Runs.vtt

6. Using Filters with Neural Networks.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/6. Using Filters with Neural Networks.vtt

7. Debugging Estimators and Experiments.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/7. Debugging Estimators and Experiments.vtt

8. Debugging Keras Models.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/8. Debugging Keras Models.vtt

2. The Curses Library for tfdbg.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/2. The Curses Library for tfdbg.vtt

1. Module Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/3. Applying tfdbg to Common Use-cases/1. Module Overview.vtt

05. Scalar Summaries.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/05. Scalar Summaries.mp4

04. Using Named Scopes.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/04. Using Named Scopes.mp4

10. Working with Images.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/10. Working with Images.mp4

03. Naming Tensors and Nodes.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/03. Naming Tensors and Nodes.mp4

09. Runtime Statistics.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/09. Runtime Statistics.mp4

02. Introducing TensorBoard.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/02. Introducing TensorBoard.mp4

07. Moving Mean Normal Distribution.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/07. Moving Mean Normal Distribution.mp4

08. More Histograms.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/08. More Histograms.mp4

06. Histograms.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/06. Histograms.mp4

01. Module Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/01. Module Overview.mp4

05. Scalar Summaries.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/05. Scalar Summaries.vtt

10. Working with Images.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/10. Working with Images.vtt

04. Using Named Scopes.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/04. Using Named Scopes.vtt

02. Introducing TensorBoard.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/02. Introducing TensorBoard.vtt

03. Naming Tensors and Nodes.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/03. Naming Tensors and Nodes.vtt

06. Histograms.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/06. Histograms.vtt

07. Moving Mean Normal Distribution.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/07. Moving Mean Normal Distribution.vtt

09. Runtime Statistics.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/09. Runtime Statistics.vtt

08. More Histograms.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/08. More Histograms.vtt

01. Module Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/4. Visualizing TensorFlow Using TensorBoard/01. Module Overview.vtt

12. Introducing tf.Assert().mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/12. Introducing tf.Assert().mp4

11. tf.Print() - A Neural Network Example.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/11. tf.Print() - A Neural Network Example.mp4

14. Interposing Python Code in Computation Graphs.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/14. Interposing Python Code in Computation Graphs.mp4

13. Traditional Python Debuggers.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/13. Traditional Python Debuggers.mp4

07. Fetching Tensors - A Neural Network Example.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/07. Fetching Tensors - A Neural Network Example.mp4

09. Partial Runs.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/09. Partial Runs.mp4

08. Fetching Tensors - Side Effects.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/08. Fetching Tensors - Side Effects.mp4

10. Introducing tf.Print().mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/10. Introducing tf.Print().mp4

06. Fetching Tensors - Computing Intermediate Values.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/06. Fetching Tensors - Computing Intermediate Values.mp4

05. Debugging TensorFlow Programs.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/05. Debugging TensorFlow Programs.mp4

04. A Brief Overview of Computation Graphs.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/04. A Brief Overview of Computation Graphs.mp4

03. Prerequisites and Course Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/03. Prerequisites and Course Overview.mp4

15. Introducing tfdbg and TensorBoard.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/15. Introducing tfdbg and TensorBoard.mp4

02. Module Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/02. Module Overview.mp4

01. Version Check.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/01. Version Check.mp4

12. Introducing tf.Assert().vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/12. Introducing tf.Assert().vtt

09. Partial Runs.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/09. Partial Runs.vtt

10. Introducing tf.Print().vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/10. Introducing tf.Print().vtt

07. Fetching Tensors - A Neural Network Example.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/07. Fetching Tensors - A Neural Network Example.vtt

06. Fetching Tensors - Computing Intermediate Values.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/06. Fetching Tensors - Computing Intermediate Values.vtt

14. Interposing Python Code in Computation Graphs.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/14. Interposing Python Code in Computation Graphs.vtt

11. tf.Print() - A Neural Network Example.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/11. tf.Print() - A Neural Network Example.vtt

05. Debugging TensorFlow Programs.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/05. Debugging TensorFlow Programs.vtt

13. Traditional Python Debuggers.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/13. Traditional Python Debuggers.vtt

08. Fetching Tensors - Side Effects.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/08. Fetching Tensors - Side Effects.vtt

03. Prerequisites and Course Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/03. Prerequisites and Course Overview.vtt

04. A Brief Overview of Computation Graphs.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/04. A Brief Overview of Computation Graphs.vtt

15. Introducing tfdbg and TensorBoard.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/15. Introducing tfdbg and TensorBoard.vtt

02. Module Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/02. Module Overview.vtt

01. Version Check.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/2. Introducing TensorFlow Debugging Methods/01. Version Check.vtt

1. Course Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/1. Course Overview/1. Course Overview.mp4

1. Course Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B1. Debugging and Monitoring TensorFlow Programs (Janani Ravi, 2018)/1. Course Overview/1. Course Overview.vtt

6. Text Generation Using Character Prediction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/5. Implementing RNNs for Character Prediction Used to Generate Text/6. Text Generation Using Character Prediction.mp4

2. Character Prediction - Retrieve Data from ArXiv.o.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/5. Implementing RNNs for Character Prediction Used to Generate Text/2. Character Prediction - Retrieve Data from ArXiv.o.mp4

4. Training the Model.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/5. Implementing RNNs for Character Prediction Used to Generate Text/4. Training the Model.mp4

3. Representing Characters in One Hot Encoding.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/5. Implementing RNNs for Character Prediction Used to Generate Text/3. Representing Characters in One Hot Encoding.mp4

5. Build the RNN for Prediction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/5. Implementing RNNs for Character Prediction Used to Generate Text/5. Build the RNN for Prediction.mp4

7. Summary and Further Reading.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/5. Implementing RNNs for Character Prediction Used to Generate Text/7. Summary and Further Reading.mp4

1. Module Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/5. Implementing RNNs for Character Prediction Used to Generate Text/1. Module Overview.mp4

6. Text Generation Using Character Prediction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/5. Implementing RNNs for Character Prediction Used to Generate Text/6. Text Generation Using Character Prediction.vtt

4. Training the Model.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/5. Implementing RNNs for Character Prediction Used to Generate Text/4. Training the Model.vtt

2. Character Prediction - Retrieve Data from ArXiv.o.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/5. Implementing RNNs for Character Prediction Used to Generate Text/2. Character Prediction - Retrieve Data from ArXiv.o.vtt

3. Representing Characters in One Hot Encoding.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/5. Implementing RNNs for Character Prediction Used to Generate Text/3. Representing Characters in One Hot Encoding.vtt

5. Build the RNN for Prediction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/5. Implementing RNNs for Character Prediction Used to Generate Text/5. Build the RNN for Prediction.vtt

7. Summary and Further Reading.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/5. Implementing RNNs for Character Prediction Used to Generate Text/7. Summary and Further Reading.vtt

1. Module Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/5. Implementing RNNs for Character Prediction Used to Generate Text/1. Module Overview.vtt

09. Manually Setup the Bidirectional RNN.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/09. Manually Setup the Bidirectional RNN.mp4

04. Features and Labels.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/04. Features and Labels.mp4

07. Building the RNN.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/07. Building the RNN.mp4

08. Training and Evaluating the RNN.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/08. Training and Evaluating the RNN.mp4

10. Bidirectional RNN Using the TF Library.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/10. Bidirectional RNN Using the TF Library.mp4

05. Shuffle and Feed in Training Data.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/05. Shuffle and Feed in Training Data.mp4

02. Running Jupyter Notebook and Import Statements.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/02. Running Jupyter Notebook and Import Statements.mp4

03. Download and Parse OCR File.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/03. Download and Parse OCR File.mp4

06. Sequence Length Calculations.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/06. Sequence Length Calculations.mp4

01. Module Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/01. Module Overview.mp4

04. Features and Labels.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/04. Features and Labels.vtt

07. Building the RNN.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/07. Building the RNN.vtt

08. Training and Evaluating the RNN.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/08. Training and Evaluating the RNN.vtt

09. Manually Setup the Bidirectional RNN.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/09. Manually Setup the Bidirectional RNN.vtt

05. Shuffle and Feed in Training Data.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/05. Shuffle and Feed in Training Data.vtt

02. Running Jupyter Notebook and Import Statements.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/02. Running Jupyter Notebook and Import Statements.vtt

10. Bidirectional RNN Using the TF Library.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/10. Bidirectional RNN Using the TF Library.vtt

03. Download and Parse OCR File.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/03. Download and Parse OCR File.vtt

06. Sequence Length Calculations.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/06. Sequence Length Calculations.vtt

01. Module Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/3. Implementing Character Recognition Using Bidirectional RNNs/01. Module Overview.vtt

07. Bidirectional RNNs.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/07. Bidirectional RNNs.mp4

05. Training a Recurrent Neural Network.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/05. Training a Recurrent Neural Network.mp4

11. Conventional RNN Architecture.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/11. Conventional RNN Architecture.mp4

06. The Long Memory Cell.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/06. The Long Memory Cell.mp4

09. OCR File Format.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/09. OCR File Format.mp4

12. Bidirectional RNN Architecture.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/12. Bidirectional RNN Architecture.mp4

08. OCR - A Sequence Labelling Problem.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/08. OCR - A Sequence Labelling Problem.mp4

04. The Recurrent Neuron.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/04. The Recurrent Neuron.mp4

03. Prerequisites and Course Outline.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/03. Prerequisites and Course Outline.mp4

02. Module Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/02. Module Overview.mp4

10. Features and Labels for OCR.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/10. Features and Labels for OCR.mp4

01. Version Check.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/01. Version Check.mp4

07. Bidirectional RNNs.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/07. Bidirectional RNNs.vtt

05. Training a Recurrent Neural Network.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/05. Training a Recurrent Neural Network.vtt

11. Conventional RNN Architecture.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/11. Conventional RNN Architecture.vtt

06. The Long Memory Cell.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/06. The Long Memory Cell.vtt

09. OCR File Format.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/09. OCR File Format.vtt

04. The Recurrent Neuron.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/04. The Recurrent Neuron.vtt

08. OCR - A Sequence Labelling Problem.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/08. OCR - A Sequence Labelling Problem.vtt

12. Bidirectional RNN Architecture.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/12. Bidirectional RNN Architecture.vtt

03. Prerequisites and Course Outline.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/03. Prerequisites and Course Outline.vtt

10. Features and Labels for OCR.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/10. Features and Labels for OCR.vtt

02. Module Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/02. Module Overview.vtt

01. Version Check.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/2. Applying Bidirectional Recurrent Neural Networks to Word Recognition/01. Version Check.vtt

7. RNN Architecture for Text Prediction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/7. RNN Architecture for Text Prediction.mp4

4. The Multi-RNN Cell.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/4. The Multi-RNN Cell.mp4

8. Understanding Perplexity.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/8. Understanding Perplexity.mp4

5. Generate Training Data and Labels Using a Sliding Window.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/5. Generate Training Data and Labels Using a Sliding Window.mp4

2. Using Neural Networks for Natural Language Processing.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/2. Using Neural Networks for Natural Language Processing.mp4

3. Language Modeling Problems.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/3. Language Modeling Problems.mp4

1. Module Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/1. Module Overview.mp4

6. Text Generation Using Character Prediction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/6. Text Generation Using Character Prediction.mp4

8. Understanding Perplexity.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/8. Understanding Perplexity.vtt

7. RNN Architecture for Text Prediction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/7. RNN Architecture for Text Prediction.vtt

4. The Multi-RNN Cell.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/4. The Multi-RNN Cell.vtt

3. Language Modeling Problems.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/3. Language Modeling Problems.vtt

2. Using Neural Networks for Natural Language Processing.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/2. Using Neural Networks for Natural Language Processing.vtt

5. Generate Training Data and Labels Using a Sliding Window.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/5. Generate Training Data and Labels Using a Sliding Window.vtt

1. Module Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/1. Module Overview.vtt

6. Text Generation Using Character Prediction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/4. Applying RNNs to Character Prediction for Text Generation/6. Text Generation Using Character Prediction.vtt

1. Course Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/1. Course Overview/1. Course Overview.mp4

1. Course Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/C1. Language Modeling with Recurrent Neural Networks in TensorFlow (Janani Ravi, 2018)/1. Course Overview/1. Course Overview.vtt

14. Demo - Making Predictions from a Saved Model.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/14. Demo - Making Predictions from a Saved Model.mp4

13. Demo - Training and Saving the Model.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/13. Demo - Training and Saving the Model.mp4

11. Demo - Deploying and Hosting the MNIST Classification Model.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/11. Demo - Deploying and Hosting the MNIST Classification Model.mp4

05. Demo - Training and the Experiment Function.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/05. Demo - Training and the Experiment Function.mp4

04. Demo - Exploring the Churn Prediction Dataset.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/04. Demo - Exploring the Churn Prediction Dataset.mp4

10. Demo - Installing TensorFlow, gRPC, Serving APIs and the Model Server.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/10. Demo - Installing TensorFlow, gRPC, Serving APIs and the Model Server.mp4

12. Demo - Setting up the Churn Model.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/12. Demo - Setting up the Churn Model.mp4

09. Demo - Setting up the Azure VM.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/09. Demo - Setting up the Azure VM.mp4

03. The Machine Learning Workflow - Local Serving.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/03. The Machine Learning Workflow - Local Serving.mp4

02. Prerequisites and Course Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/02. Prerequisites and Course Overview.mp4

08. gRPC and Protocol Buffers.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/08. gRPC and Protocol Buffers.mp4

06. The Saved Model.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/06. The Saved Model.mp4

01. Module Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/01. Module Overview.mp4

07. The TensorFlow Model Server.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/07. The TensorFlow Model Server.mp4

14. Demo - Making Predictions from a Saved Model.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/14. Demo - Making Predictions from a Saved Model.vtt

13. Demo - Training and Saving the Model.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/13. Demo - Training and Saving the Model.vtt

04. Demo - Exploring the Churn Prediction Dataset.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/04. Demo - Exploring the Churn Prediction Dataset.vtt

11. Demo - Deploying and Hosting the MNIST Classification Model.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/11. Demo - Deploying and Hosting the MNIST Classification Model.vtt

05. Demo - Training and the Experiment Function.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/05. Demo - Training and the Experiment Function.vtt

03. The Machine Learning Workflow - Local Serving.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/03. The Machine Learning Workflow - Local Serving.vtt

12. Demo - Setting up the Churn Model.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/12. Demo - Setting up the Churn Model.vtt

09. Demo - Setting up the Azure VM.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/09. Demo - Setting up the Azure VM.vtt

10. Demo - Installing TensorFlow, gRPC, Serving APIs and the Model Server.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/10. Demo - Installing TensorFlow, gRPC, Serving APIs and the Model Server.vtt

02. Prerequisites and Course Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/02. Prerequisites and Course Overview.vtt

06. The Saved Model.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/06. The Saved Model.vtt

08. gRPC and Protocol Buffers.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/08. gRPC and Protocol Buffers.vtt

07. The TensorFlow Model Server.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/07. The TensorFlow Model Server.vtt

01. Module Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/2. Using TensorFlow Serving/01. Module Overview.vtt

10. Demo - Python Package Contents.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/10. Demo - Python Package Contents.mp4

12. Demo - Distributed Training and Deployment.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/12. Demo - Distributed Training and Deployment.mp4

09. Demo - Setting up Bucket Permissions.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/09. Demo - Setting up Bucket Permissions.mp4

06. Demo - Connecting to Datalab.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/06. Demo - Connecting to Datalab.mp4

02. Cloud ML Engine vs. SageMaker.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/02. Cloud ML Engine vs. SageMaker.mp4

03. The Machine Learning Workflow - Cloud ML Engine.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/03. The Machine Learning Workflow - Cloud ML Engine.mp4

11. Demo - Local Training and Prediction.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/11. Demo - Local Training and Prediction.mp4

08. Demo - Data Preparation.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/08. Demo - Data Preparation.mp4

04. Training the Model.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/04. Training the Model.mp4

13. Demo - Making Predictions Using Cloud ML Endpoints.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/13. Demo - Making Predictions Using Cloud ML Endpoints.mp4

07. Demo - Creating a GCS Bucket.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/07. Demo - Creating a GCS Bucket.mp4

14. Summary and Further Study.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/14. Summary and Further Study.mp4

01. Module Overview.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/01. Module Overview.mp4

05. Deploying the Model.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/05. Deploying the Model.mp4

10. Demo - Python Package Contents.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/10. Demo - Python Package Contents.vtt

03. The Machine Learning Workflow - Cloud ML Engine.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/03. The Machine Learning Workflow - Cloud ML Engine.vtt

04. Training the Model.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/04. Training the Model.vtt

02. Cloud ML Engine vs. SageMaker.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/02. Cloud ML Engine vs. SageMaker.vtt

06. Demo - Connecting to Datalab.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/06. Demo - Connecting to Datalab.vtt

12. Demo - Distributed Training and Deployment.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/12. Demo - Distributed Training and Deployment.vtt

09. Demo - Setting up Bucket Permissions.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/09. Demo - Setting up Bucket Permissions.vtt

08. Demo - Data Preparation.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/08. Demo - Data Preparation.vtt

11. Demo - Local Training and Prediction.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/11. Demo - Local Training and Prediction.vtt

14. Summary and Further Study.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/14. Summary and Further Study.vtt

05. Deploying the Model.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/05. Deploying the Model.vtt

13. Demo - Making Predictions Using Cloud ML Endpoints.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/13. Demo - Making Predictions Using Cloud ML Endpoints.vtt

01. Module Overview.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/01. Module Overview.vtt

07. Demo - Creating a GCS Bucket.vtt

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/5. Deploying TensorFlow Models on the Google Cloud Platform/07. Demo - Creating a GCS Bucket.vtt

5. Demo - Building the Docker Image.mp4

_TensorFlow/Pluralsight Path. Building Machine Learning Solutions with TensorFlow (2019)/B2. Deploying TensorFlow Models to AWS, Azure, and the GCP (Janani Ravi, 2018)/3. Containerizing TensorFlow Models Using Docker on Microsoft Azure/5. Demo - Building the Docker Image.mp4