A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras

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practical guide machine learning tensorflow keras

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2.24 GB

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Total Size

2.24 GB

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Added on

4/9/2020

Last Activity

1/25/2022

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Poor

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CFCE7583A2DE8C736CCE05D12FA5956D43DD02BF

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100% Positive Rating

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Files (43)

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras

43 files • 2.24 GB

1. Introduction

2 files • 93.72 MB

1. Introduction.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/1. Introduction/1. Introduction.mp4

43.9 MB

2. Jupyter Notebook & TensorFlow.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/1. Introduction/2. Jupyter Notebook & TensorFlow.mp4

49.82 MB

2. Machine Learning, Neural Networks & Deep Learning

10 files • 387.06 MB

1. Machine Learning Demo.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/2. Machine Learning, Neural Networks & Deep Learning/1. Machine Learning Demo.mp4

58.33 MB

10. Combining Neural Networks & AI.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/2. Machine Learning, Neural Networks & Deep Learning/10. Combining Neural Networks & AI.mp4

36.45 MB

2. Deep Learning, Machine Learning, & Neural Networks Resources.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/2. Machine Learning, Neural Networks & Deep Learning/2. Deep Learning, Machine Learning, & Neural Networks Resources.mp4

24.26 MB

3. Statistics & Machine Learning.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/2. Machine Learning, Neural Networks & Deep Learning/3. Statistics & Machine Learning.mp4

22.53 MB

4. Neurons & Neuron Layers.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/2. Machine Learning, Neural Networks & Deep Learning/4. Neurons & Neuron Layers.mp4

46.75 MB

5. Deep Learning.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/2. Machine Learning, Neural Networks & Deep Learning/5. Deep Learning.mp4

40.46 MB

6. Neurons & Model Training.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/2. Machine Learning, Neural Networks & Deep Learning/6. Neurons & Model Training.mp4

47.2 MB

7. Training Models.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/2. Machine Learning, Neural Networks & Deep Learning/7. Training Models.mp4

25.28 MB

8. Deep Learning & AI.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/2. Machine Learning, Neural Networks & Deep Learning/8. Deep Learning & AI.mp4

35.39 MB

9. AI Modeling Demo.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/2. Machine Learning, Neural Networks & Deep Learning/9. AI Modeling Demo.mp4

50.41 MB

3. Linear Regression

9 files • 455.01 MB

1. Jupyter Notebook Setup.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/3. Linear Regression/1. Jupyter Notebook Setup.mp4

32.92 MB

2. Hardware & Compiler.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/3. Linear Regression/2. Hardware & Compiler.mp4

25.35 MB

3. Tensorflow Architecture.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/3. Linear Regression/3. Tensorflow Architecture.mp4

76.01 MB

4. Plotting Uniform Data.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/3. Linear Regression/4. Plotting Uniform Data.mp4

32.82 MB

5. Plotting Data with Noise.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/3. Linear Regression/5. Plotting Data with Noise.mp4

56.95 MB

6. Predicting Data with TensorFlow.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/3. Linear Regression/6. Predicting Data with TensorFlow.mp4

51.47 MB

7. Visualizing Learning Rate & Loss.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/3. Linear Regression/7. Visualizing Learning Rate & Loss.mp4

27.65 MB

8. Learning Rate & Gradients.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/3. Linear Regression/8. Learning Rate & Gradients.mp4

87.22 MB

9. Learning Rate vs Steps.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/3. Linear Regression/9. Learning Rate vs Steps.mp4

64.62 MB

4. Image Processing & Model Training

9 files • 509.96 MB

1. Image Processing with Keras.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/4. Image Processing & Model Training/1. Image Processing with Keras.mp4

57.18 MB

2. Creating a 2D Image Model.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/4. Image Processing & Model Training/2. Creating a 2D Image Model.mp4

40.75 MB

3. Sigmoid vs. ReLU.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/4. Image Processing & Model Training/3. Sigmoid vs. ReLU.mp4

23.03 MB

4. Softmax.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/4. Image Processing & Model Training/4. Softmax.mp4

18.72 MB

5. Understanding the Model.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/4. Image Processing & Model Training/5. Understanding the Model.mp4

54.55 MB

6. Defining the Solver & Loss Function.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/4. Image Processing & Model Training/6. Defining the Solver & Loss Function.mp4

67.61 MB

7. Training a Model.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/4. Image Processing & Model Training/7. Training a Model.mp4

109.42 MB

8. Comparing Different Models.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/4. Image Processing & Model Training/8. Comparing Different Models.mp4

77.06 MB

9. Principal Component Analysis.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/4. Image Processing & Model Training/9. Principal Component Analysis.mp4

61.65 MB

5. Convolution & Pooling

7 files • 445.5 MB

1. Convolutions & Pooling Definitions.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/5. Convolution & Pooling/1. Convolutions & Pooling Definitions.mp4

45.15 MB

2. Adding Convolutions & Pooling.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/5. Convolution & Pooling/2. Adding Convolutions & Pooling.mp4

10.91 MB

3. Diagramming Convolutions & Pooling.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/5. Convolution & Pooling/3. Diagramming Convolutions & Pooling.mp4

107.45 MB

4. Visualizing Convolutional Operations.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/5. Convolution & Pooling/4. Visualizing Convolutional Operations.mp4

75.14 MB

5. Predicting, Saving & Loading Models.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/5. Convolution & Pooling/5. Predicting, Saving & Loading Models.mp4

68.04 MB

6. Neural Network Attention.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/5. Convolution & Pooling/6. Neural Network Attention.mp4

107.17 MB

7. Bias in Training Data Sets.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/5. Convolution & Pooling/7. Bias in Training Data Sets.mp4

31.65 MB

6. Text Analytics

5 files • 396.82 MB

1. Detecting Good & Bad Reviews.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/6. Text Analytics/1. Detecting Good & Bad Reviews.mp4

75.19 MB

2. Natural Language Processing.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/6. Text Analytics/2. Natural Language Processing.mp4

92.96 MB

3. Sentiment Analysis.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/6. Text Analytics/3. Sentiment Analysis.mp4

66.21 MB

4. Long Short Term Memory.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/6. Text Analytics/4. Long Short Term Memory.mp4

80.95 MB

5. Reinforcement Learning.mp4

A Practical Guide to Machine Learning with TensorFlow 2.0 & Keras/6. Text Analytics/5. Reinforcement Learning.mp4

81.51 MB

7. Wrapping Up

1 files • 8.85 MB

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