LinkedIn Learning - Become an AI Engineer - Complete 6 Courses

1. Computer vision under the hood.mp4

4. Building Computer Vision Applications with Python/0 - Introduction/1. Computer vision under the hood.mp4

1. Computer vision under the hood.srt

4. Building Computer Vision Applications with Python/0 - Introduction/1. Computer vision under the hood.srt

2. What you should know.mp4

4. Building Computer Vision Applications with Python/0 - Introduction/2. What you should know.mp4

2. What you should know.srt

4. Building Computer Vision Applications with Python/0 - Introduction/2. What you should know.srt

3. Using the exercise files.mp4

4. Building Computer Vision Applications with Python/0 - Introduction/3. Using the exercise files.mp4

3. Using the exercise files.srt

4. Building Computer Vision Applications with Python/0 - Introduction/3. Using the exercise files.srt

1. Installing Anaconda and OpenCV.mp4

4. Building Computer Vision Applications with Python/1 - Setting Up Your Environment/1. Installing Anaconda and OpenCV.mp4

1. Installing Anaconda and OpenCV.srt

4. Building Computer Vision Applications with Python/1 - Setting Up Your Environment/1. Installing Anaconda and OpenCV.srt

2. Testing your environment.mp4

4. Building Computer Vision Applications with Python/1 - Setting Up Your Environment/2. Testing your environment.mp4

2. Testing your environment.srt

4. Building Computer Vision Applications with Python/1 - Setting Up Your Environment/2. Testing your environment.srt

1. Image representation.mp4

4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/1. Image representation.mp4

1. Image representation.srt

4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/1. Image representation.srt

2. Color encoding.mp4

4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/2. Color encoding.mp4

2. Color encoding.srt

4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/2. Color encoding.srt

3. Image file management.mp4

4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/3. Image file management.mp4

3. Image file management.srt

4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/3. Image file management.srt

4. Resolution.mp4

4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/4. Resolution.mp4

4. Resolution.srt

4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/4. Resolution.srt

5. Rotations and flips.mp4

4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/5. Rotations and flips.mp4

5. Rotations and flips.srt

4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/5. Rotations and flips.srt

6. Challenge Manipulate some pictures.mp4

4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/6. Challenge Manipulate some pictures.mp4

6. Challenge Manipulate some pictures.srt

4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/6. Challenge Manipulate some pictures.srt

7. Solution Manipulate some pictures.mp4

4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/7. Solution Manipulate some pictures.mp4

7. Solution Manipulate some pictures.srt

4. Building Computer Vision Applications with Python/2 - The Basics of Image Processing/7. Solution Manipulate some pictures.srt

1. Average grayscale.mp4

4. Building Computer Vision Applications with Python/3 - From Color to Black and White/1. Average grayscale.mp4

1. Average grayscale.srt

4. Building Computer Vision Applications with Python/3 - From Color to Black and White/1. Average grayscale.srt

2. Weighted grayscale.mp4

4. Building Computer Vision Applications with Python/3 - From Color to Black and White/2. Weighted grayscale.mp4

2. Weighted grayscale.srt

4. Building Computer Vision Applications with Python/3 - From Color to Black and White/2. Weighted grayscale.srt

3. Converting grayscale to black and white.mp4

4. Building Computer Vision Applications with Python/3 - From Color to Black and White/3. Converting grayscale to black and white.mp4

3. Converting grayscale to black and white.srt

4. Building Computer Vision Applications with Python/3 - From Color to Black and White/3. Converting grayscale to black and white.srt

4. Adaptive thresholding.mp4

4. Building Computer Vision Applications with Python/3 - From Color to Black and White/4. Adaptive thresholding.mp4

4. Adaptive thresholding.srt

4. Building Computer Vision Applications with Python/3 - From Color to Black and White/4. Adaptive thresholding.srt

5. Challenge Removing color.mp4

4. Building Computer Vision Applications with Python/3 - From Color to Black and White/5. Challenge Removing color.mp4

5. Challenge Removing color.srt

4. Building Computer Vision Applications with Python/3 - From Color to Black and White/5. Challenge Removing color.srt

6. Solution Removing color.mp4

4. Building Computer Vision Applications with Python/3 - From Color to Black and White/6. Solution Removing color.mp4

6. Solution Removing color.srt

4. Building Computer Vision Applications with Python/3 - From Color to Black and White/6. Solution Removing color.srt

1. Convolution filters.mp4

4. Building Computer Vision Applications with Python/4 - Filters/1. Convolution filters.mp4

1. Convolution filters.srt

4. Building Computer Vision Applications with Python/4 - Filters/1. Convolution filters.srt

2. Average filters.mp4

4. Building Computer Vision Applications with Python/4 - Filters/2. Average filters.mp4

2. Average filters.srt

4. Building Computer Vision Applications with Python/4 - Filters/2. Average filters.srt

3. Median filters.mp4

4. Building Computer Vision Applications with Python/4 - Filters/3. Median filters.mp4

3. Median filters.srt

4. Building Computer Vision Applications with Python/4 - Filters/3. Median filters.srt

4. Gaussian filters.mp4

4. Building Computer Vision Applications with Python/4 - Filters/4. Gaussian filters.mp4

4. Gaussian filters.srt

4. Building Computer Vision Applications with Python/4 - Filters/4. Gaussian filters.srt

5. Edge detection filters.mp4

4. Building Computer Vision Applications with Python/4 - Filters/5. Edge detection filters.mp4

5. Edge detection filters.srt

4. Building Computer Vision Applications with Python/4 - Filters/5. Edge detection filters.srt

6. Challenge Convolution filters.mp4

4. Building Computer Vision Applications with Python/4 - Filters/6. Challenge Convolution filters.mp4

6. Challenge Convolution filters.srt

4. Building Computer Vision Applications with Python/4 - Filters/6. Challenge Convolution filters.srt

7. Solution Convolution filters.mp4

4. Building Computer Vision Applications with Python/4 - Filters/7. Solution Convolution filters.mp4

7. Solution Convolution filters.srt

4. Building Computer Vision Applications with Python/4 - Filters/7. Solution Convolution filters.srt

1. Image downscaling methods.mp4

4. Building Computer Vision Applications with Python/5 - Image Scaling/1. Image downscaling methods.mp4

1. Image downscaling methods.srt

4. Building Computer Vision Applications with Python/5 - Image Scaling/1. Image downscaling methods.srt

2. Downscaling example.mp4

4. Building Computer Vision Applications with Python/5 - Image Scaling/2. Downscaling example.mp4

2. Downscaling example.srt

4. Building Computer Vision Applications with Python/5 - Image Scaling/2. Downscaling example.srt

3. Image upscaling methods.mp4

4. Building Computer Vision Applications with Python/5 - Image Scaling/3. Image upscaling methods.mp4

3. Image upscaling methods.srt

4. Building Computer Vision Applications with Python/5 - Image Scaling/3. Image upscaling methods.srt

4. Upscaling example.mp4

4. Building Computer Vision Applications with Python/5 - Image Scaling/4. Upscaling example.mp4

4. Upscaling example.srt

4. Building Computer Vision Applications with Python/5 - Image Scaling/4. Upscaling example.srt

5. Challenge Resize a picture.mp4

4. Building Computer Vision Applications with Python/5 - Image Scaling/5. Challenge Resize a picture.mp4

5. Challenge Resize a picture.srt

4. Building Computer Vision Applications with Python/5 - Image Scaling/5. Challenge Resize a picture.srt

6. Solution Resize a picture.mp4

4. Building Computer Vision Applications with Python/5 - Image Scaling/6. Solution Resize a picture.mp4

6. Solution Resize a picture.srt

4. Building Computer Vision Applications with Python/5 - Image Scaling/6. Solution Resize a picture.srt

1. Image cuts.mp4

4. Building Computer Vision Applications with Python/6 - Fun with Cuts/1. Image cuts.mp4

1. Image cuts.srt

4. Building Computer Vision Applications with Python/6 - Fun with Cuts/1. Image cuts.srt

2. Stitching two images together.mp4

4. Building Computer Vision Applications with Python/6 - Fun with Cuts/2. Stitching two images together.mp4

2. Stitching two images together.srt

4. Building Computer Vision Applications with Python/6 - Fun with Cuts/2. Stitching two images together.srt

3. Cuts in panoramic photography.mp4

4. Building Computer Vision Applications with Python/6 - Fun with Cuts/3. Cuts in panoramic photography.mp4

3. Cuts in panoramic photography.srt

4. Building Computer Vision Applications with Python/6 - Fun with Cuts/3. Cuts in panoramic photography.srt

4. Challenge Stitch two pictures together.mp4

4. Building Computer Vision Applications with Python/6 - Fun with Cuts/4. Challenge Stitch two pictures together.mp4

4. Challenge Stitch two pictures together.srt

4. Building Computer Vision Applications with Python/6 - Fun with Cuts/4. Challenge Stitch two pictures together.srt

5. Solution Stitch two pictures together.mp4

4. Building Computer Vision Applications with Python/6 - Fun with Cuts/5. Solution Stitch two pictures together.mp4

5. Solution Stitch two pictures together.srt

4. Building Computer Vision Applications with Python/6 - Fun with Cuts/5. Solution Stitch two pictures together.srt

1. Why modify objects.mp4

4. Building Computer Vision Applications with Python/7 - Morphological Modifications/1. Why modify objects.mp4

1. Why modify objects.srt

4. Building Computer Vision Applications with Python/7 - Morphological Modifications/1. Why modify objects.srt

2. Erosion and dilation.mp4

4. Building Computer Vision Applications with Python/7 - Morphological Modifications/2. Erosion and dilation.mp4

2. Erosion and dilation.srt

4. Building Computer Vision Applications with Python/7 - Morphological Modifications/2. Erosion and dilation.srt

3. Open and close.mp4

4. Building Computer Vision Applications with Python/7 - Morphological Modifications/3. Open and close.mp4

3. Open and close.srt

4. Building Computer Vision Applications with Python/7 - Morphological Modifications/3. Open and close.srt

4. Challenge Help a robot.mp4

4. Building Computer Vision Applications with Python/7 - Morphological Modifications/4. Challenge Help a robot.mp4

4. Challenge Help a robot.srt

4. Building Computer Vision Applications with Python/7 - Morphological Modifications/4. Challenge Help a robot.srt

5. Solution Help a robot.mp4

4. Building Computer Vision Applications with Python/7 - Morphological Modifications/5. Solution Help a robot.mp4

5. Solution Help a robot.srt

4. Building Computer Vision Applications with Python/7 - Morphological Modifications/5. Solution Help a robot.srt

1. Next steps.mp4

4. Building Computer Vision Applications with Python/8 - Conclusion/1. Next steps.mp4

1. Next steps.srt

4. Building Computer Vision Applications with Python/8 - Conclusion/1. Next steps.srt

1. Tools for AI engineers to lead through change.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/0 - Introduction/1. Tools for AI engineers to lead through change.mp4

1. Tools for AI engineers to lead through change.srt

1. AI Engineering Essentials Navigating the Tech Revolution/0 - Introduction/1. Tools for AI engineers to lead through change.srt

1. Embarking on the AI journey.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/1. Embarking on the AI journey.mp4

1. Embarking on the AI journey.srt

1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/1. Embarking on the AI journey.srt

2. Software developer to AI engineer.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/2. Software developer to AI engineer.mp4

2. Software developer to AI engineer.srt

1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/2. Software developer to AI engineer.srt

3. Pairing cognition and context.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/3. Pairing cognition and context.mp4

3. Pairing cognition and context.srt

1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/3. Pairing cognition and context.srt

4. Coding Adaptable recipes.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/4. Coding Adaptable recipes.mp4

4. Coding Adaptable recipes.srt

1. AI Engineering Essentials Navigating the Tech Revolution/1 - Adapting to Being Both an AI Engineer and Leader/4. Coding Adaptable recipes.srt

1. AI's evolution is a lot like cooking's evolution.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/1. AI's evolution is a lot like cooking's evolution.mp4

1. AI's evolution is a lot like cooking's evolution.srt

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/1. AI's evolution is a lot like cooking's evolution.srt

2. Coding Contextual recipes.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/2. Coding Contextual recipes.mp4

2. Coding Contextual recipes.srt

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/2. Coding Contextual recipes.srt

3. Embracing failure is healthy.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/3. Embracing failure is healthy.mp4

3. Embracing failure is healthy.srt

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/3. Embracing failure is healthy.srt

4. Coding Observable recipes.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/4. Coding Observable recipes.mp4

4. Coding Observable recipes.srt

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/4. Coding Observable recipes.srt

5. Managing AI risks.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/5. Managing AI risks.mp4

5. Managing AI risks.srt

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/5. Managing AI risks.srt

6. Coding Responsible recipes.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/6. Coding Responsible recipes.mp4

6. Coding Responsible recipes.srt

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/6. Coding Responsible recipes.srt

7. Tell powerful stories.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/7. Tell powerful stories.mp4

7. Tell powerful stories.srt

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/7. Tell powerful stories.srt

8. Coding Narrative-driven recipes.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/8. Coding Narrative-driven recipes.mp4

8. Coding Narrative-driven recipes.srt

1. AI Engineering Essentials Navigating the Tech Revolution/2 - You’ve Got an A—Now Let’s Get Some CORN/8. Coding Narrative-driven recipes.srt

1. Agent to multi-agents.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/3 - What's Next/1. Agent to multi-agents.mp4

1. Agent to multi-agents.srt

1. AI Engineering Essentials Navigating the Tech Revolution/3 - What's Next/1. Agent to multi-agents.srt

2. Coding Multi-agent recipes.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/3 - What's Next/2. Coding Multi-agent recipes.mp4

2. Coding Multi-agent recipes.srt

1. AI Engineering Essentials Navigating the Tech Revolution/3 - What's Next/2. Coding Multi-agent recipes.srt

1. Closing the kitchen.mp4

1. AI Engineering Essentials Navigating the Tech Revolution/4 - Conclusion/1. Closing the kitchen.mp4

1. Closing the kitchen.srt

1. AI Engineering Essentials Navigating the Tech Revolution/4 - Conclusion/1. Closing the kitchen.srt

1. Machine learning in our world.mp4

2. Machine Learning with Python Foundations/0 - Introduction/1. Machine learning in our world.mp4

1. Machine learning in our world.srt

2. Machine Learning with Python Foundations/0 - Introduction/1. Machine learning in our world.srt

2. What you should know.mp4

2. Machine Learning with Python Foundations/0 - Introduction/2. What you should know.mp4

2. What you should know.srt

2. Machine Learning with Python Foundations/0 - Introduction/2. What you should know.srt

3. The tools you need.mp4

2. Machine Learning with Python Foundations/0 - Introduction/3. The tools you need.mp4

3. The tools you need.srt

2. Machine Learning with Python Foundations/0 - Introduction/3. The tools you need.srt

4. Using the exercise files.mp4

2. Machine Learning with Python Foundations/0 - Introduction/4. Using the exercise files.mp4

4. Using the exercise files.srt

2. Machine Learning with Python Foundations/0 - Introduction/4. Using the exercise files.srt

1. What is machine learning.mp4

2. Machine Learning with Python Foundations/1 - Machine Learning/1. What is machine learning.mp4

1. What is machine learning.srt

2. Machine Learning with Python Foundations/1 - Machine Learning/1. What is machine learning.srt

2. What is not machine learning.mp4

2. Machine Learning with Python Foundations/1 - Machine Learning/2. What is not machine learning.mp4

2. What is not machine learning.srt

2. Machine Learning with Python Foundations/1 - Machine Learning/2. What is not machine learning.srt

3. What is unsupervised learning.mp4

2. Machine Learning with Python Foundations/1 - Machine Learning/3. What is unsupervised learning.mp4

3. What is unsupervised learning.srt

2. Machine Learning with Python Foundations/1 - Machine Learning/3. What is unsupervised learning.srt

4. What is supervised learning.mp4

2. Machine Learning with Python Foundations/1 - Machine Learning/4. What is supervised learning.mp4

4. What is supervised learning.srt

2. Machine Learning with Python Foundations/1 - Machine Learning/4. What is supervised learning.srt

5. What is reinforcement learning.mp4

2. Machine Learning with Python Foundations/1 - Machine Learning/5. What is reinforcement learning.mp4

5. What is reinforcement learning.srt

2. Machine Learning with Python Foundations/1 - Machine Learning/5. What is reinforcement learning.srt

6. What are the steps to machine learning.mp4

2. Machine Learning with Python Foundations/1 - Machine Learning/6. What are the steps to machine learning.mp4

6. What are the steps to machine learning.srt

2. Machine Learning with Python Foundations/1 - Machine Learning/6. What are the steps to machine learning.srt

1. Things to consider when collecting data.mp4

2. Machine Learning with Python Foundations/2 - Collecting Data for Machine Learning/1. Things to consider when collecting data.mp4

1. Things to consider when collecting data.srt

2. Machine Learning with Python Foundations/2 - Collecting Data for Machine Learning/1. Things to consider when collecting data.srt

2. How to import data in Python.mp4

2. Machine Learning with Python Foundations/2 - Collecting Data for Machine Learning/2. How to import data in Python.mp4

2. How to import data in Python.srt

2. Machine Learning with Python Foundations/2 - Collecting Data for Machine Learning/2. How to import data in Python.srt

1. Describe your data.mp4

2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/1. Describe your data.mp4

1. Describe your data.srt

2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/1. Describe your data.srt

2. How to summarize data in Python.mp4

2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/2. How to summarize data in Python.mp4

2. How to summarize data in Python.srt

2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/2. How to summarize data in Python.srt

3. Visualize your data.mp4

2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/3. Visualize your data.mp4

3. Visualize your data.srt

2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/3. Visualize your data.srt

4. How to visualize data in Python.mp4

2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/4. How to visualize data in Python.mp4

4. How to visualize data in Python.srt

2. Machine Learning with Python Foundations/3 - Understanding Data for Machine Learning/4. How to visualize data in Python.srt

1. Common data quality issues.mp4

2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/1. Common data quality issues.mp4

1. Common data quality issues.srt

2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/1. Common data quality issues.srt

2. How to resolve missing data in Python.mp4

2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/2. How to resolve missing data in Python.mp4

2. How to resolve missing data in Python.srt

2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/2. How to resolve missing data in Python.srt

3. Normalizing your data.mp4

2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/3. Normalizing your data.mp4

3. Normalizing your data.srt

2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/3. Normalizing your data.srt

4. How to normalize data in Python.mp4

2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/4. How to normalize data in Python.mp4

4. How to normalize data in Python.srt

2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/4. How to normalize data in Python.srt

5. Sampling your data.mp4

2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/5. Sampling your data.mp4

5. Sampling your data.srt

2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/5. Sampling your data.srt

6. How to sample data in Python.mp4

2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/6. How to sample data in Python.mp4

6. How to sample data in Python.srt

2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/6. How to sample data in Python.srt

7. Reducing the dimensionality of your data.mp4

2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/7. Reducing the dimensionality of your data.mp4

7. Reducing the dimensionality of your data.srt

2. Machine Learning with Python Foundations/4 - Preparing Data for Machine Learning/7. Reducing the dimensionality of your data.srt

1. Classification vs. regression problems.mp4

2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/1. Classification vs. regression problems.mp4

1. Classification vs. regression problems.srt

2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/1. Classification vs. regression problems.srt

2. How to build a machine learning model in Python.mp4

2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/2. How to build a machine learning model in Python.mp4

2. How to build a machine learning model in Python.srt

2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/2. How to build a machine learning model in Python.srt

3. Common machine learning algorithms.mp4

2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/3. Common machine learning algorithms.mp4

3. Common machine learning algorithms.srt

2. Machine Learning with Python Foundations/5 - Types of Machine Learning Models/3. Common machine learning algorithms.srt

1. Next steps with applied machine learning.mp4

2. Machine Learning with Python Foundations/6 - Conclusion/1. Next steps with applied machine learning.mp4

1. Next steps with applied machine learning.srt

2. Machine Learning with Python Foundations/6 - Conclusion/1. Next steps with applied machine learning.srt

1. Full-stack deep learning, MLOps, and MLflow.mp4

3. Full-Stack Deep Learning with Python/0 - Introduction/1. Full-stack deep learning, MLOps, and MLflow.mp4

1. Full-stack deep learning, MLOps, and MLflow.srt

3. Full-Stack Deep Learning with Python/0 - Introduction/1. Full-stack deep learning, MLOps, and MLflow.srt

2. Prerequisites.mp4

3. Full-Stack Deep Learning with Python/0 - Introduction/2. Prerequisites.mp4

2. Prerequisites.srt

3. Full-Stack Deep Learning with Python/0 - Introduction/2. Prerequisites.srt

1. Introducing full-stack deep learning.mp4

3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/1. Introducing full-stack deep learning.mp4

1. Introducing full-stack deep learning.srt

3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/1. Introducing full-stack deep learning.srt

2. Introducing MLOps.mp4

3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/2. Introducing MLOps.mp4

2. Introducing MLOps.srt

3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/2. Introducing MLOps.srt

3. Introducing MLflow.mp4

3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/3. Introducing MLflow.mp4

3. Introducing MLflow.srt

3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/3. Introducing MLflow.srt

4. Setting up the environment on Google Colab.mp4

3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/4. Setting up the environment on Google Colab.mp4

4. Setting up the environment on Google Colab.srt

3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/4. Setting up the environment on Google Colab.srt

5. Running MLflow and using ngrok to access the MLflow UI.mp4

3. Full-Stack Deep Learning with Python/1 - An Overview of Full-Stack Deep Learning/5. Running MLflow and using ngrok to access the MLflow UI.mp4

1. Creating a neural network in Python.mp4

5. Training Neural Networks in Python onehack.us/0 - Introduction/1. Creating a neural network in Python.mp4

1. Creating a neural network in Python.srt

5. Training Neural Networks in Python onehack.us/0 - Introduction/1. Creating a neural network in Python.srt

2. What you should know.mp4

5. Training Neural Networks in Python onehack.us/0 - Introduction/2. What you should know.mp4

2. What you should know.srt

5. Training Neural Networks in Python onehack.us/0 - Introduction/2. What you should know.srt

3. Using GitHub Codespaces with this course.mp4

5. Training Neural Networks in Python onehack.us/0 - Introduction/3. Using GitHub Codespaces with this course.mp4

3. Using GitHub Codespaces with this course.srt

5. Training Neural Networks in Python onehack.us/0 - Introduction/3. Using GitHub Codespaces with this course.srt

1. What is a neural network.mp4

5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/1. What is a neural network.mp4

1. What is a neural network.srt

5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/1. What is a neural network.srt

2. Why Python.mp4

5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/2. Why Python.mp4

2. Why Python.srt

5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/2. Why Python.srt

3. The many applications of machine learning.mp4

5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/3. The many applications of machine learning.mp4

3. The many applications of machine learning.srt

5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/3. The many applications of machine learning.srt

4. Types of classifiers.mp4

5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/4. Types of classifiers.mp4

4. Types of classifiers.srt

5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/4. Types of classifiers.srt

5. Types of neural networks.mp4

5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/5. Types of neural networks.mp4

5. Types of neural networks.srt

5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/5. Types of neural networks.srt

6. Multilayer perceptrons.mp4

5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/6. Multilayer perceptrons.mp4

6. Multilayer perceptrons.srt

5. Training Neural Networks in Python onehack.us/1 - Choosing a Neural Network/6. Multilayer perceptrons.srt

1. Neurons and the brain.mp4

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/1. Neurons and the brain.mp4

1. Neurons and the brain.srt

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/1. Neurons and the brain.srt

2. A simple model of a neuron.mp4

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/2. A simple model of a neuron.mp4

2. A simple model of a neuron.srt

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/2. A simple model of a neuron.srt

3. Activation functions.mp4

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/3. Activation functions.mp4

3. Activation functions.srt

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/3. Activation functions.srt

4. Perceptrons A better model of a neuron.mp4

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/4. Perceptrons A better model of a neuron.mp4

4. Perceptrons A better model of a neuron.srt

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/4. Perceptrons A better model of a neuron.srt

5. Challenge Finish the perceptron.mp4

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/5. Challenge Finish the perceptron.mp4

5. Challenge Finish the perceptron.srt

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/5. Challenge Finish the perceptron.srt

6. Solution Finish the perceptron.mp4

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/6. Solution Finish the perceptron.mp4

6. Solution Finish the perceptron.srt

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/6. Solution Finish the perceptron.srt

7. Logic gates.mp4

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/7. Logic gates.mp4

7. Logic gates.srt

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/7. Logic gates.srt

8. Challenge Logic gates with perceptrons.mp4

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/8. Challenge Logic gates with perceptrons.mp4

8. Challenge Logic gates with perceptrons.srt

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/8. Challenge Logic gates with perceptrons.srt

9. Solution Logic gates with perceptrons.mp4

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/9. Solution Logic gates with perceptrons.mp4

9. Solution Logic gates with perceptrons.srt

5. Training Neural Networks in Python onehack.us/2 - The Building Blocks of Neural Networks/9. Solution Logic gates with perceptrons.srt

1. Linear separability.mp4

5. Training Neural Networks in Python onehack.us/3 - Building Your Network/1. Linear separability.mp4

1. Linear separability.srt

5. Training Neural Networks in Python onehack.us/3 - Building Your Network/1. Linear separability.srt

2. Writing the multilayer perceptron class.mp4

5. Training Neural Networks in Python onehack.us/3 - Building Your Network/2. Writing the multilayer perceptron class.mp4

2. Writing the multilayer perceptron class.srt

5. Training Neural Networks in Python onehack.us/3 - Building Your Network/2. Writing the multilayer perceptron class.srt

3. Challenge Finish the multilayer perceptron class.mp4

5. Training Neural Networks in Python onehack.us/3 - Building Your Network/3. Challenge Finish the multilayer perceptron class.mp4

3. Challenge Finish the multilayer perceptron class.srt

5. Training Neural Networks in Python onehack.us/3 - Building Your Network/3. Challenge Finish the multilayer perceptron class.srt

4. Solution Finish the multilayer perceptron class.mp4

5. Training Neural Networks in Python onehack.us/3 - Building Your Network/4. Solution Finish the multilayer perceptron class.mp4

4. Solution Finish the multilayer perceptron class.srt

5. Training Neural Networks in Python onehack.us/3 - Building Your Network/4. Solution Finish the multilayer perceptron class.srt

1. The need for training.mp4

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/1. The need for training.mp4

1. The need for training.srt

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/1. The need for training.srt

2. The training process.mp4

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/2. The training process.mp4

2. The training process.srt

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/2. The training process.srt

3. The error function.mp4

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/3. The error function.mp4

3. The error function.srt

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/3. The error function.srt

4. Gradient descent.mp4

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/4. Gradient descent.mp4

4. Gradient descent.srt

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/4. Gradient descent.srt

5. The Delta rule.mp4

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/5. The Delta rule.mp4

5. The Delta rule.srt

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/5. The Delta rule.srt

6. The Backpropagation algorithm.mp4

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/6. The Backpropagation algorithm.mp4

6. The Backpropagation algorithm.srt

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/6. The Backpropagation algorithm.srt

7. Challenge Write your own Backpropagation method.mp4

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/7. Challenge Write your own Backpropagation method.mp4

7. Challenge Write your own Backpropagation method.srt

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/7. Challenge Write your own Backpropagation method.srt

8. Solution Write your own Backpropagation method.mp4

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/8. Solution Write your own Backpropagation method.mp4

8. Solution Write your own Backpropagation method.srt

5. Training Neural Networks in Python onehack.us/4 - Training Your Network/8. Solution Write your own Backpropagation method.srt

1. Segment display recognition.mp4

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/1. Segment display recognition.mp4

1. Segment display recognition.srt

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/1. Segment display recognition.srt

2. Challenge Design your own SDR neural network.mp4

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/2. Challenge Design your own SDR neural network.mp4

2. Challenge Design your own SDR neural network.srt

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/2. Challenge Design your own SDR neural network.srt

3. Solution Design your own SDR neural network.mp4

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/3. Solution Design your own SDR neural network.mp4

3. Solution Design your own SDR neural network.srt

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/3. Solution Design your own SDR neural network.srt

4. Challenge Train your own SDR neural network.mp4

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/4. Challenge Train your own SDR neural network.mp4

4. Challenge Train your own SDR neural network.srt

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/4. Challenge Train your own SDR neural network.srt

5. Solution Train your own SDR neural network.mp4

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/5. Solution Train your own SDR neural network.mp4

5. Solution Train your own SDR neural network.srt

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/5. Solution Train your own SDR neural network.srt

6. 7 to 1 network GUI demo.mp4

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/6. 7 to 1 network GUI demo.mp4

6. 7 to 1 network GUI demo.srt

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/6. 7 to 1 network GUI demo.srt

7. 7 to 10 network GUI demo.mp4

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/7. 7 to 10 network GUI demo.mp4

7. 7 to 10 network GUI demo.srt

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/7. 7 to 10 network GUI demo.srt

8. 7 to 7 network GUI demo.mp4

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/8. 7 to 7 network GUI demo.mp4

8. 7 to 7 network GUI demo.srt

5. Training Neural Networks in Python onehack.us/5 - Let's Make a Segment Display Classifier/8. 7 to 7 network GUI demo.srt

1. Next steps.mp4

5. Training Neural Networks in Python onehack.us/6 - Conclusion/1. Next steps.mp4

1. Next steps.srt

5. Training Neural Networks in Python onehack.us/6 - Conclusion/1. Next steps.srt

1. Leveraging deep learning for natural language processing.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/0 - Introduction/1. Leveraging deep learning for natural language processing.mp4

1. Leveraging deep learning for natural language processing.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/0 - Introduction/1. Leveraging deep learning for natural language processing.srt

1. Introduction to natural language processing.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/1. Introduction to natural language processing.mp4

1. Introduction to natural language processing.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/1. Introduction to natural language processing.srt

2. Introduction to word encodings.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/2. Introduction to word encodings.mp4

2. Introduction to word encodings.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/2. Introduction to word encodings.srt

3. Tokenization using TensorFlow.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/3. Tokenization using TensorFlow.mp4

3. Tokenization using TensorFlow.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/3. Tokenization using TensorFlow.srt

4. Padding the sequences.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/4. Padding the sequences.mp4

4. Padding the sequences.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/4. Padding the sequences.srt

5. Challenge Recognizing sarcasm in the text.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/5. Challenge Recognizing sarcasm in the text.mp4

5. Challenge Recognizing sarcasm in the text.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/5. Challenge Recognizing sarcasm in the text.srt

6. Solution Recognizing sarcasm in the text.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/6. Solution Recognizing sarcasm in the text.mp4

6. Solution Recognizing sarcasm in the text.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/1 - Getting Started with NLP/6. Solution Recognizing sarcasm in the text.srt

1. Introduction to word embeddings.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/1. Introduction to word embeddings.mp4

1. Introduction to word embeddings.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/1. Introduction to word embeddings.srt

2. Classifying movie reviews using TensorFlow.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/2. Classifying movie reviews using TensorFlow.mp4

2. Classifying movie reviews using TensorFlow.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/2. Classifying movie reviews using TensorFlow.srt

3. Projecting vectors using TensorFlow.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/3. Projecting vectors using TensorFlow.mp4

3. Projecting vectors using TensorFlow.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/3. Projecting vectors using TensorFlow.srt

4. Building a text classifier.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/4. Building a text classifier.mp4

4. Building a text classifier.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/4. Building a text classifier.srt

5. Challenge Text classification.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/5. Challenge Text classification.mp4

5. Challenge Text classification.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/5. Challenge Text classification.srt

6. Solution Text classification.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/6. Solution Text classification.mp4

6. Solution Text classification.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/2 - Text Classification/6. Solution Text classification.srt

1. Introduction to RNNs.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/1. Introduction to RNNs.mp4

1. Introduction to RNNs.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/1. Introduction to RNNs.srt

2. Implementing LSTMs with TensorFlow.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/2. Implementing LSTMs with TensorFlow.mp4

2. Implementing LSTMs with TensorFlow.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/2. Implementing LSTMs with TensorFlow.srt

3. Improving your movie review classifier.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/3. Improving your movie review classifier.mp4

3. Improving your movie review classifier.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/3. Improving your movie review classifier.srt

4. Challenge Yelp review classifier.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/4. Challenge Yelp review classifier.mp4

4. Challenge Yelp review classifier.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/4. Challenge Yelp review classifier.srt

5. Solution Yelp review classifier.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/5. Solution Yelp review classifier.mp4

5. Solution Yelp review classifier.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/3 - Classification with RNNs and LSTMs/5. Solution Yelp review classifier.srt

1. Introduction to text generation.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/4 - Text Generation with RNNs/1. Introduction to text generation.mp4

1. Introduction to text generation.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/4 - Text Generation with RNNs/1. Introduction to text generation.srt

2. Predicting the next word.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/4 - Text Generation with RNNs/2. Predicting the next word.mp4

2. Predicting the next word.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/4 - Text Generation with RNNs/2. Predicting the next word.srt

3. Challenge Generate poetry.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/4 - Text Generation with RNNs/3. Challenge Generate poetry.mp4

3. Challenge Generate poetry.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/4 - Text Generation with RNNs/3. Challenge Generate poetry.srt

4. Solution Generate poetry.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/4 - Text Generation with RNNs/4. Solution Generate poetry.mp4

4. Solution Generate poetry.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/4 - Text Generation with RNNs/4. Solution Generate poetry.srt

1. Learning more about NLP with TensorFlow.mp4

6. Deep Learning Foundations Natural Language Processing with TensorFlow/5 - Conclusion/1. Learning more about NLP with TensorFlow.mp4

1. Learning more about NLP with TensorFlow.srt

6. Deep Learning Foundations Natural Language Processing with TensorFlow/5 - Conclusion/1. Learning more about NLP with TensorFlow.srt