[LinkedIn Learning] Become an AI Engineer - Complete 6 Courses |
| 4. Building Computer Vision Applications with Python |-- Ex_Files_Computer_Vision_Deep_Dive_in_Python.zip - 145.77 MB |
| 1. AI Engineering Essentials Navigating the Tech Revolution |-- description.html - 1.15 KB |
| 1. AI Engineering Essentials Navigating the Tech Revolution | 0 - Introduction |-- 1. Tools for AI engineers to lead through change.mp4 - 4.89 MB |
| 1. AI Engineering Essentials Navigating the Tech Revolution | 0 - Introduction |-- 1. Tools for AI engineers to lead through change.srt - 1.04 KB |
| 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 - 22.37 MB |
| 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 - 5.68 KB |
| 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 - 41.29 MB |
| 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 - 8.46 KB |
| 1. AI Engineering Essentials Navigating the Tech Revolution | 1 - Adapting to Being Both an AI Engineer and Leader |-- 3. Pairing cognition and context.mp4 - 37.21 MB |
| 1. AI Engineering Essentials Navigating the Tech Revolution | 1 - Adapting to Being Both an AI Engineer and Leader |-- 3. Pairing cognition and context.srt - 7.67 KB |
| 1. AI Engineering Essentials Navigating the Tech Revolution | 1 - Adapting to Being Both an AI Engineer and Leader |-- 4. Coding Adaptable recipes.mp4 - 43.04 MB |
| 1. AI Engineering Essentials Navigating the Tech Revolution | 1 - Adapting to Being Both an AI Engineer and Leader |-- 4. Coding Adaptable recipes.srt - 18.88 KB |
| 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 - 36.65 MB |
| 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 - 7.36 KB |
| 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 - 38.92 MB |
| 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 - 19.36 KB |
| 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 - 29.16 MB |
| 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 - 6.83 KB |
| 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 - 23.26 MB |
| 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 - 9.04 KB |
| 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 - 18.62 MB |
| 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 - 5.26 KB |
| 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 - 23.31 MB |
| 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 - 11.07 KB |
| 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 - 13.17 MB |
| 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 - 3.26 KB |
| 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 - 35.45 MB |
| 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 - 13.59 KB |
| 1. AI Engineering Essentials Navigating the Tech Revolution | 3 - What's Next |-- 1. Agent to multi-agents.mp4 - 21.38 MB |
| 1. AI Engineering Essentials Navigating the Tech Revolution | 3 - What's Next |-- 1. Agent to multi-agents.srt - 5.19 KB |
| 1. AI Engineering Essentials Navigating the Tech Revolution | 3 - What's Next |-- 2. Coding Multi-agent recipes.mp4 - 28.98 MB |
| 1. AI Engineering Essentials Navigating the Tech Revolution | 3 - What's Next |-- 2. Coding Multi-agent recipes.srt - 12.41 KB |
| 1. AI Engineering Essentials Navigating the Tech Revolution | 4 - Conclusion |-- 1. Closing the kitchen.mp4 - 18.13 MB |
| 1. AI Engineering Essentials Navigating the Tech Revolution | 4 - Conclusion |-- 1. Closing the kitchen.srt - 3.78 KB |
| 2. Machine Learning with Python Foundations |-- description.html - 1.07 KB |
| 2. Machine Learning with Python Foundations |-- Ex_Files_ML_with_Python_Foundations.zip - 903.68 KB |
| 2. Machine Learning with Python Foundations | 0 - Introduction |-- 1. Machine learning in our world.mp4 - 2.76 MB |
| 2. Machine Learning with Python Foundations | 0 - Introduction |-- 1. Machine learning in our world.srt - 1.35 KB |
| 2. Machine Learning with Python Foundations | 0 - Introduction |-- 2. What you should know.mp4 - 1.28 MB |
| 2. Machine Learning with Python Foundations | 0 - Introduction |-- 2. What you should know.srt - 1.46 KB |
| 2. Machine Learning with Python Foundations | 0 - Introduction |-- 3. The tools you need.mp4 - 1.68 MB |
| 2. Machine Learning with Python Foundations | 0 - Introduction |-- 3. The tools you need.srt - 1.99 KB |
| 2. Machine Learning with Python Foundations | 0 - Introduction |-- 4. Using the exercise files.mp4 - 7.19 MB |
| 2. Machine Learning with Python Foundations | 0 - Introduction |-- 4. Using the exercise files.srt - 2.08 KB |
| 2. Machine Learning with Python Foundations | 1 - Machine Learning |-- 1. What is machine learning.mp4 - 8.51 MB |
| 2. Machine Learning with Python Foundations | 1 - Machine Learning |-- 1. What is machine learning.srt - 7.25 KB |
| 2. Machine Learning with Python Foundations | 1 - Machine Learning |-- 2. What is not machine learning.mp4 - 11.88 MB |
| 2. Machine Learning with Python Foundations | 1 - Machine Learning |-- 2. What is not machine learning.srt - 9.54 KB |
| 2. Machine Learning with Python Foundations | 1 - Machine Learning |-- 3. What is unsupervised learning.mp4 - 6.33 MB |
| 2. Machine Learning with Python Foundations | 1 - Machine Learning |-- 3. What is unsupervised learning.srt - 4.91 KB |
| 2. Machine Learning with Python Foundations | 1 - Machine Learning |-- 4. What is supervised learning.mp4 - 9.11 MB |
| 2. Machine Learning with Python Foundations | 1 - Machine Learning |-- 4. What is supervised learning.srt - 7.26 KB |
| 2. Machine Learning with Python Foundations | 1 - Machine Learning |-- 5. What is reinforcement learning.mp4 - 12.58 MB |
| 2. Machine Learning with Python Foundations | 1 - Machine Learning |-- 5. What is reinforcement learning.srt - 10.32 KB |
| 2. Machine Learning with Python Foundations | 1 - Machine Learning |-- 6. What are the steps to machine learning.mp4 - 17.55 MB |
| 2. Machine Learning with Python Foundations | 1 - Machine Learning |-- 6. What are the steps to machine learning.srt - 9.62 KB |
| 2. Machine Learning with Python Foundations | 2 - Collecting Data for Machine Learning |-- 1. Things to consider when collecting data.mp4 - 11.53 MB |
| 2. Machine Learning with Python Foundations | 2 - Collecting Data for Machine Learning |-- 1. Things to consider when collecting data.srt - 6.97 KB |
| 2. Machine Learning with Python Foundations | 2 - Collecting Data for Machine Learning |-- 2. How to import data in Python.mp4 - 13.61 MB |
| 2. Machine Learning with Python Foundations | 2 - Collecting Data for Machine Learning |-- 2. How to import data in Python.srt - 7.8 KB |
| 2. Machine Learning with Python Foundations | 3 - Understanding Data for Machine Learning |-- 1. Describe your data.mp4 - 7.06 MB |
| 2. Machine Learning with Python Foundations | 3 - Understanding Data for Machine Learning |-- 1. Describe your data.srt - 5.89 KB |
| 2. Machine Learning with Python Foundations | 3 - Understanding Data for Machine Learning |-- 2. How to summarize data in Python.mp4 - 15.4 MB |
| 2. Machine Learning with Python Foundations | 3 - Understanding Data for Machine Learning |-- 2. How to summarize data in Python.srt - 9.24 KB |
| 2. Machine Learning with Python Foundations | 3 - Understanding Data for Machine Learning |-- 3. Visualize your data.mp4 - 7.95 MB |
| 2. Machine Learning with Python Foundations | 3 - Understanding Data for Machine Learning |-- 3. Visualize your data.srt - 6.82 KB |
| 2. Machine Learning with Python Foundations | 3 - Understanding Data for Machine Learning |-- 4. How to visualize data in Python.mp4 - 15.79 MB |
| 2. Machine Learning with Python Foundations | 3 - Understanding Data for Machine Learning |-- 4. How to visualize data in Python.srt - 9.86 KB |
| 2. Machine Learning with Python Foundations | 4 - Preparing Data for Machine Learning |-- 1. Common data quality issues.mp4 - 7.98 MB |
| 2. Machine Learning with Python Foundations | 4 - Preparing Data for Machine Learning |-- 1. Common data quality issues.srt - 6.98 KB |
| 2. Machine Learning with Python Foundations | 4 - Preparing Data for Machine Learning |-- 2. How to resolve missing data in Python.mp4 - 21.99 MB |
| 2. Machine Learning with Python Foundations | 4 - Preparing Data for Machine Learning |-- 2. How to resolve missing data in Python.srt - 11.54 KB |
| 2. Machine Learning with Python Foundations | 4 - Preparing Data for Machine Learning |-- 3. Normalizing your data.mp4 - 9.72 MB |
| 2. Machine Learning with Python Foundations | 4 - Preparing Data for Machine Learning |-- 3. Normalizing your data.srt - 7.64 KB |
| 2. Machine Learning with Python Foundations | 4 - Preparing Data for Machine Learning |-- 4. How to normalize data in Python.mp4 - 11.35 MB |
| 2. Machine Learning with Python Foundations | 4 - Preparing Data for Machine Learning |-- 4. How to normalize data in Python.srt - 6.54 KB |
| 2. Machine Learning with Python Foundations | 4 - Preparing Data for Machine Learning |-- 5. Sampling your data.mp4 - 8.54 MB |
| 2. Machine Learning with Python Foundations | 4 - Preparing Data for Machine Learning |-- 5. Sampling your data.srt - 7.96 KB |
| 2. Machine Learning with Python Foundations | 4 - Preparing Data for Machine Learning |-- 6. How to sample data in Python.mp4 - 16.73 MB |
| 2. Machine Learning with Python Foundations | 4 - Preparing Data for Machine Learning |-- 6. How to sample data in Python.srt - 9.82 KB |
| 2. Machine Learning with Python Foundations | 4 - Preparing Data for Machine Learning |-- 7. Reducing the dimensionality of your data.mp4 - 6.77 MB |
| 2. Machine Learning with Python Foundations | 4 - Preparing Data for Machine Learning |-- 7. Reducing the dimensionality of your data.srt - 6.88 KB |
| 2. Machine Learning with Python Foundations | 5 - Types of Machine Learning Models |-- 1. Classification vs. regression problems.mp4 - 7.02 MB |
| 2. Machine Learning with Python Foundations | 5 - Types of Machine Learning Models |-- 1. Classification vs. regression problems.srt - 6.2 KB |
| 2. Machine Learning with Python Foundations | 5 - Types of Machine Learning Models |-- 2. How to build a machine learning model in Python.mp4 - 15.81 MB |
| 2. Machine Learning with Python Foundations | 5 - Types of Machine Learning Models |-- 2. How to build a machine learning model in Python.srt - 8.58 KB |
| 2. Machine Learning with Python Foundations | 5 - Types of Machine Learning Models |-- 3. Common machine learning algorithms.mp4 - 12.46 MB |
| 2. Machine Learning with Python Foundations | 5 - Types of Machine Learning Models |-- 3. Common machine learning algorithms.srt - 9.26 KB |
| 2. Machine Learning with Python Foundations | 6 - Conclusion |-- 1. Next steps with applied machine learning.mp4 - 3.84 MB |
| 2. Machine Learning with Python Foundations | 6 - Conclusion |-- 1. Next steps with applied machine learning.srt - 4.29 KB |
| 3. Full-Stack Deep Learning with Python | 0 - Introduction |-- 1. Full-stack deep learning, MLOps, and MLflow.mp4 - 9.92 MB |
| 3. Full-Stack Deep Learning with Python | 0 - Introduction |-- 1. Full-stack deep learning, MLOps, and MLflow.srt - 12.53 KB |
| 3. Full-Stack Deep Learning with Python | 0 - Introduction |-- 2. Prerequisites.mp4 - 914.07 KB |
| 3. Full-Stack Deep Learning with Python | 0 - Introduction |-- 2. Prerequisites.srt - 1.11 KB |
| 3. Full-Stack Deep Learning with Python | 1 - An Overview of Full-Stack Deep Learning |-- 1. Introducing full-stack deep learning.mp4 - 7.91 MB |
| 3. Full-Stack Deep Learning with Python | 1 - An Overview of Full-Stack Deep Learning |-- 1. Introducing full-stack deep learning.srt - 11.36 KB |
| 3. Full-Stack Deep Learning with Python | 1 - An Overview of Full-Stack Deep Learning |-- 2. Introducing MLOps.mp4 - 6.71 MB |
| 3. Full-Stack Deep Learning with Python | 1 - An Overview of Full-Stack Deep Learning |-- 2. Introducing MLOps.srt - 7.58 KB |
| 3. Full-Stack Deep Learning with Python | 1 - An Overview of Full-Stack Deep Learning |-- 3. Introducing MLflow.mp4 - 6.42 MB |
| 3. Full-Stack Deep Learning with Python | 1 - An Overview of Full-Stack Deep Learning |-- 3. Introducing MLflow.srt - 7.86 KB |
| 3. Full-Stack Deep Learning with Python | 1 - An Overview of Full-Stack Deep Learning |-- 4. Setting up the environment on Google Colab.mp4 - 12.76 MB |
| 3. Full-Stack Deep Learning with Python | 1 - An Overview of Full-Stack Deep Learning |-- 4. Setting up the environment on Google Colab.srt - 9.16 KB |
| 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 - 10.22 MB |
| 4. Building Computer Vision Applications with Python |-- description.html - 1.13 KB |
|-- 0. Join Our Discord for More Awesome Stuff!.txt - 156 Bytes |
| 4. Building Computer Vision Applications with Python | 0 - Introduction |-- 1. Computer vision under the hood.mp4 - 7.37 MB |
| 4. Building Computer Vision Applications with Python | 0 - Introduction |-- 1. Computer vision under the hood.srt - 2.1 KB |
| 4. Building Computer Vision Applications with Python | 0 - Introduction |-- 2. What you should know.mp4 - 2.73 MB |
| 4. Building Computer Vision Applications with Python | 0 - Introduction |-- 2. What you should know.srt - 2.13 KB |
| 4. Building Computer Vision Applications with Python | 0 - Introduction |-- 3. Using the exercise files.mp4 - 1.78 MB |
| 4. Building Computer Vision Applications with Python | 0 - Introduction |-- 3. Using the exercise files.srt - 1.41 KB |
| 4. Building Computer Vision Applications with Python | 1 - Setting Up Your Environment |-- 1. Installing Anaconda and OpenCV.mp4 - 1.95 MB |
| 4. Building Computer Vision Applications with Python | 1 - Setting Up Your Environment |-- 1. Installing Anaconda and OpenCV.srt - 1.67 KB |
| 4. Building Computer Vision Applications with Python | 1 - Setting Up Your Environment |-- 2. Testing your environment.mp4 - 10.56 MB |
| 4. Building Computer Vision Applications with Python | 1 - Setting Up Your Environment |-- 2. Testing your environment.srt - 5.49 KB |
| 4. Building Computer Vision Applications with Python | 2 - The Basics of Image Processing |-- 1. Image representation.mp4 - 12.07 MB |
| 4. Building Computer Vision Applications with Python | 2 - The Basics of Image Processing |-- 1. Image representation.srt - 5.79 KB |
| 4. Building Computer Vision Applications with Python | 2 - The Basics of Image Processing |-- 2. Color encoding.mp4 - 7.92 MB |
| 4. Building Computer Vision Applications with Python | 2 - The Basics of Image Processing |-- 2. Color encoding.srt - 4.23 KB |
| 4. Building Computer Vision Applications with Python | 2 - The Basics of Image Processing |-- 3. Image file management.mp4 - 19.14 MB |
| 4. Building Computer Vision Applications with Python | 2 - The Basics of Image Processing |-- 3. Image file management.srt - 8.38 KB |
| 4. Building Computer Vision Applications with Python | 2 - The Basics of Image Processing |-- 4. Resolution.mp4 - 8.77 MB |
| 4. Building Computer Vision Applications with Python | 2 - The Basics of Image Processing |-- 4. Resolution.srt - 4.49 KB |
| 4. Building Computer Vision Applications with Python | 2 - The Basics of Image Processing |-- 5. Rotations and flips.mp4 - 6.14 MB |
| 4. Building Computer Vision Applications with Python | 2 - The Basics of Image Processing |-- 5. Rotations and flips.srt - 2.87 KB |
| 4. Building Computer Vision Applications with Python | 2 - The Basics of Image Processing |-- 6. Challenge Manipulate some pictures.mp4 - 7.25 MB |
| 4. Building Computer Vision Applications with Python | 2 - The Basics of Image Processing |-- 6. Challenge Manipulate some pictures.srt - 3.66 KB |
| 4. Building Computer Vision Applications with Python | 2 - The Basics of Image Processing |-- 7. Solution Manipulate some pictures.mp4 - 9.54 MB |
| 4. Building Computer Vision Applications with Python | 2 - The Basics of Image Processing |-- 7. Solution Manipulate some pictures.srt - 3.72 KB |
| 4. Building Computer Vision Applications with Python | 3 - From Color to Black and White |-- 1. Average grayscale.mp4 - 10.88 MB |
| 4. Building Computer Vision Applications with Python | 3 - From Color to Black and White |-- 1. Average grayscale.srt - 5.04 KB |
| 4. Building Computer Vision Applications with Python | 3 - From Color to Black and White |-- 2. Weighted grayscale.mp4 - 6.22 MB |
| 4. Building Computer Vision Applications with Python | 3 - From Color to Black and White |-- 2. Weighted grayscale.srt - 1.92 KB |
| 4. Building Computer Vision Applications with Python | 3 - From Color to Black and White |-- 3. Converting grayscale to black and white.mp4 - 10.45 MB |
| 4. Building Computer Vision Applications with Python | 3 - From Color to Black and White |-- 3. Converting grayscale to black and white.srt - 4.11 KB |
| 4. Building Computer Vision Applications with Python | 3 - From Color to Black and White |-- 4. Adaptive thresholding.mp4 - 20.95 MB |
| 4. Building Computer Vision Applications with Python | 3 - From Color to Black and White |-- 4. Adaptive thresholding.srt - 7.17 KB |
| 4. Building Computer Vision Applications with Python | 3 - From Color to Black and White |-- 5. Challenge Removing color.mp4 - 2.89 MB |
| 4. Building Computer Vision Applications with Python | 3 - From Color to Black and White |-- 5. Challenge Removing color.srt - 1.37 KB |
| 4. Building Computer Vision Applications with Python | 3 - From Color to Black and White |-- 6. Solution Removing color.mp4 - 4.15 MB |
| 4. Building Computer Vision Applications with Python | 3 - From Color to Black and White |-- 6. Solution Removing color.srt - 1.46 KB |
| 4. Building Computer Vision Applications with Python | 4 - Filters |-- 1. Convolution filters.mp4 - 8.48 MB |
| 4. Building Computer Vision Applications with Python | 4 - Filters |-- 1. Convolution filters.srt - 6.3 KB |
| 4. Building Computer Vision Applications with Python | 4 - Filters |-- 2. Average filters.mp4 - 11.36 MB |
| 4. Building Computer Vision Applications with Python | 4 - Filters |-- 2. Average filters.srt - 4.18 KB |
| 4. Building Computer Vision Applications with Python | 4 - Filters |-- 3. Median filters.mp4 - 25.41 MB |
| 4. Building Computer Vision Applications with Python | 4 - Filters |-- 3. Median filters.srt - 6.87 KB |
| 4. Building Computer Vision Applications with Python | 4 - Filters |-- 4. Gaussian filters.mp4 - 8.2 MB |
| 4. Building Computer Vision Applications with Python | 4 - Filters |-- 4. Gaussian filters.srt - 2.89 KB |
| 4. Building Computer Vision Applications with Python | 4 - Filters |-- 5. Edge detection filters.mp4 - 14.19 MB |
| 4. Building Computer Vision Applications with Python | 4 - Filters |-- 5. Edge detection filters.srt - 5.98 KB |
| 4. Building Computer Vision Applications with Python | 4 - Filters |-- 6. Challenge Convolution filters.mp4 - 4.76 MB |
| 4. Building Computer Vision Applications with Python | 4 - Filters |-- 6. Challenge Convolution filters.srt - 1.94 KB |
| 4. Building Computer Vision Applications with Python | 4 - Filters |-- 7. Solution Convolution filters.mp4 - 6.22 MB |
| 4. Building Computer Vision Applications with Python | 4 - Filters |-- 7. Solution Convolution filters.srt - 1.71 KB |
| 4. Building Computer Vision Applications with Python | 5 - Image Scaling |-- 1. Image downscaling methods.mp4 - 4.2 MB |
| 4. Building Computer Vision Applications with Python | 5 - Image Scaling |-- 1. Image downscaling methods.srt - 3.25 KB |
| 4. Building Computer Vision Applications with Python | 5 - Image Scaling |-- 2. Downscaling example.mp4 - 11.39 MB |
| 4. Building Computer Vision Applications with Python | 5 - Image Scaling |-- 2. Downscaling example.srt - 4.63 KB |
| 4. Building Computer Vision Applications with Python | 5 - Image Scaling |-- 3. Image upscaling methods.mp4 - 3.49 MB |
| 4. Building Computer Vision Applications with Python | 5 - Image Scaling |-- 3. Image upscaling methods.srt - 2.76 KB |
| 4. Building Computer Vision Applications with Python | 5 - Image Scaling |-- 4. Upscaling example.mp4 - 11.66 MB |
| 4. Building Computer Vision Applications with Python | 5 - Image Scaling |-- 4. Upscaling example.srt - 4.96 KB |
| 4. Building Computer Vision Applications with Python | 5 - Image Scaling |-- 5. Challenge Resize a picture.mp4 - 2.94 MB |
| 4. Building Computer Vision Applications with Python | 5 - Image Scaling |-- 5. Challenge Resize a picture.srt - 1.36 KB |
| 4. Building Computer Vision Applications with Python | 5 - Image Scaling |-- 6. Solution Resize a picture.mp4 - 6.1 MB |
| 4. Building Computer Vision Applications with Python | 5 - Image Scaling |-- 6. Solution Resize a picture.srt - 1.78 KB |
| 4. Building Computer Vision Applications with Python | 6 - Fun with Cuts |-- 1. Image cuts.mp4 - 13.72 MB |
| 4. Building Computer Vision Applications with Python | 6 - Fun with Cuts |-- 1. Image cuts.srt - 5.79 KB |
| 4. Building Computer Vision Applications with Python | 6 - Fun with Cuts |-- 2. Stitching two images together.mp4 - 44.15 MB |
| 4. Building Computer Vision Applications with Python | 6 - Fun with Cuts |-- 2. Stitching two images together.srt - 9.87 KB |
| 4. Building Computer Vision Applications with Python | 6 - Fun with Cuts |-- 3. Cuts in panoramic photography.mp4 - 12.47 MB |
| 4. Building Computer Vision Applications with Python | 6 - Fun with Cuts |-- 3. Cuts in panoramic photography.srt - 4.75 KB |
| 4. Building Computer Vision Applications with Python | 6 - Fun with Cuts |-- 4. Challenge Stitch two pictures together.mp4 - 3.61 MB |
| 4. Building Computer Vision Applications with Python | 6 - Fun with Cuts |-- 4. Challenge Stitch two pictures together.srt - 1.74 KB |
| 4. Building Computer Vision Applications with Python | 6 - Fun with Cuts |-- 5. Solution Stitch two pictures together.mp4 - 6.43 MB |
| 4. Building Computer Vision Applications with Python | 6 - Fun with Cuts |-- 5. Solution Stitch two pictures together.srt - 1.88 KB |
| 4. Building Computer Vision Applications with Python | 7 - Morphological Modifications |-- 1. Why modify objects.mp4 - 13.84 MB |
| 4. Building Computer Vision Applications with Python | 7 - Morphological Modifications |-- 1. Why modify objects.srt - 7.43 KB |
| 4. Building Computer Vision Applications with Python | 7 - Morphological Modifications |-- 2. Erosion and dilation.mp4 - 11.42 MB |
| 4. Building Computer Vision Applications with Python | 7 - Morphological Modifications |-- 2. Erosion and dilation.srt - 5.3 KB |
| 4. Building Computer Vision Applications with Python | 7 - Morphological Modifications |-- 3. Open and close.mp4 - 7.14 MB |
| 4. Building Computer Vision Applications with Python | 7 - Morphological Modifications |-- 3. Open and close.srt - 2.77 KB |
| 4. Building Computer Vision Applications with Python | 7 - Morphological Modifications |-- 4. Challenge Help a robot.mp4 - 9.03 MB |
| 4. Building Computer Vision Applications with Python | 7 - Morphological Modifications |-- 4. Challenge Help a robot.srt - 3.46 KB |
| 4. Building Computer Vision Applications with Python | 7 - Morphological Modifications |-- 5. Solution Help a robot.mp4 - 7.91 MB |
| 4. Building Computer Vision Applications with Python | 7 - Morphological Modifications |-- 5. Solution Help a robot.srt - 1.98 KB |
| 4. Building Computer Vision Applications with Python | 8 - Conclusion |-- 1. Next steps.mp4 - 1.82 MB |
| 4. Building Computer Vision Applications with Python | 8 - Conclusion |-- 1. Next steps.srt - 1.18 KB |
| 5. Training Neural Networks in Python onehack.us |-- description.html - 1.62 KB |
| 5. Training Neural Networks in Python onehack.us |-- Exercises_Link.txt - 109 Bytes |
| 5. Training Neural Networks in Python onehack.us | 0 - Introduction |-- 1. Creating a neural network in Python.mp4 - 14.05 MB |
| 5. Training Neural Networks in Python onehack.us | 0 - Introduction |-- 1. Creating a neural network in Python.srt - 1.91 KB |
| 5. Training Neural Networks in Python onehack.us | 0 - Introduction |-- 2. What you should know.mp4 - 5.88 MB |
| 5. Training Neural Networks in Python onehack.us | 0 - Introduction |-- 2. What you should know.srt - 2.33 KB |
| 5. Training Neural Networks in Python onehack.us | 0 - Introduction |-- 3. Using GitHub Codespaces with this course.mp4 - 21.57 MB |
| 5. Training Neural Networks in Python onehack.us | 0 - Introduction |-- 3. Using GitHub Codespaces with this course.srt - 9.7 KB |
| 5. Training Neural Networks in Python onehack.us | 1 - Choosing a Neural Network |-- 1. What is a neural network.mp4 - 2.35 MB |
| 5. Training Neural Networks in Python onehack.us | 1 - Choosing a Neural Network |-- 1. What is a neural network.srt - 2.47 KB |
| 5. Training Neural Networks in Python onehack.us | 1 - Choosing a Neural Network |-- 2. Why Python.mp4 - 3.82 MB |
| 5. Training Neural Networks in Python onehack.us | 1 - Choosing a Neural Network |-- 2. Why Python.srt - 1.63 KB |
| 5. Training Neural Networks in Python onehack.us | 1 - Choosing a Neural Network |-- 3. The many applications of machine learning.mp4 - 20.02 MB |
| 5. Training Neural Networks in Python onehack.us | 1 - Choosing a Neural Network |-- 3. The many applications of machine learning.srt - 6.97 KB |
| 5. Training Neural Networks in Python onehack.us | 1 - Choosing a Neural Network |-- 4. Types of classifiers.mp4 - 18.24 MB |
| 5. Training Neural Networks in Python onehack.us | 1 - Choosing a Neural Network |-- 4. Types of classifiers.srt - 7 KB |
| 5. Training Neural Networks in Python onehack.us | 1 - Choosing a Neural Network |-- 5. Types of neural networks.mp4 - 13.18 MB |
| 5. Training Neural Networks in Python onehack.us | 1 - Choosing a Neural Network |-- 5. Types of neural networks.srt - 4.35 KB |
| 5. Training Neural Networks in Python onehack.us | 1 - Choosing a Neural Network |-- 6. Multilayer perceptrons.mp4 - 7.76 MB |
| 5. Training Neural Networks in Python onehack.us | 1 - Choosing a Neural Network |-- 6. Multilayer perceptrons.srt - 2.92 KB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 1. Neurons and the brain.mp4 - 7.78 MB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 1. Neurons and the brain.srt - 3.19 KB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 2. A simple model of a neuron.mp4 - 23.86 MB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 2. A simple model of a neuron.srt - 9.37 KB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 3. Activation functions.mp4 - 27.32 MB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 3. Activation functions.srt - 9.76 KB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 4. Perceptrons A better model of a neuron.mp4 - 11.29 MB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 4. Perceptrons A better model of a neuron.srt - 4.57 KB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 5. Challenge Finish the perceptron.mp4 - 4.57 MB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 5. Challenge Finish the perceptron.srt - 1.92 KB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 6. Solution Finish the perceptron.mp4 - 1.96 MB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 6. Solution Finish the perceptron.srt - 1.05 KB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 7. Logic gates.mp4 - 13.42 MB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 7. Logic gates.srt - 5.16 KB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 8. Challenge Logic gates with perceptrons.mp4 - 5.08 MB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 8. Challenge Logic gates with perceptrons.srt - 1.42 KB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 9. Solution Logic gates with perceptrons.mp4 - 2.55 MB |
| 5. Training Neural Networks in Python onehack.us | 2 - The Building Blocks of Neural Networks |-- 9. Solution Logic gates with perceptrons.srt - 1.46 KB |
| 5. Training Neural Networks in Python onehack.us | 3 - Building Your Network |-- 1. Linear separability.mp4 - 15.25 MB |
| 5. Training Neural Networks in Python onehack.us | 3 - Building Your Network |-- 1. Linear separability.srt - 5.44 KB |
| 5. Training Neural Networks in Python onehack.us | 3 - Building Your Network |-- 2. Writing the multilayer perceptron class.mp4 - 9.55 MB |
| 5. Training Neural Networks in Python onehack.us | 3 - Building Your Network |-- 2. Writing the multilayer perceptron class.srt - 4.24 KB |
| 5. Training Neural Networks in Python onehack.us | 3 - Building Your Network |-- 3. Challenge Finish the multilayer perceptron class.mp4 - 4.87 MB |
| 5. Training Neural Networks in Python onehack.us | 3 - Building Your Network |-- 3. Challenge Finish the multilayer perceptron class.srt - 2.34 KB |
| 5. Training Neural Networks in Python onehack.us | 3 - Building Your Network |-- 4. Solution Finish the multilayer perceptron class.mp4 - 6.76 MB |
| 5. Training Neural Networks in Python onehack.us | 3 - Building Your Network |-- 4. Solution Finish the multilayer perceptron class.srt - 3.25 KB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 1. The need for training.mp4 - 20.25 MB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 1. The need for training.srt - 7.9 KB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 2. The training process.mp4 - 15.52 MB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 2. The training process.srt - 6.23 KB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 3. The error function.mp4 - 10.5 MB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 3. The error function.srt - 4.03 KB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 4. Gradient descent.mp4 - 12.23 MB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 4. Gradient descent.srt - 4.62 KB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 5. The Delta rule.mp4 - 15.35 MB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 5. The Delta rule.srt - 5.76 KB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 6. The Backpropagation algorithm.mp4 - 40.8 MB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 6. The Backpropagation algorithm.srt - 13.89 KB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 7. Challenge Write your own Backpropagation method.mp4 - 11.57 MB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 7. Challenge Write your own Backpropagation method.srt - 4.93 KB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 8. Solution Write your own Backpropagation method.mp4 - 16.57 MB |
| 5. Training Neural Networks in Python onehack.us | 4 - Training Your Network |-- 8. Solution Write your own Backpropagation method.srt - 6.7 KB |
| 5. Training Neural Networks in Python onehack.us | 5 - Let's Make a Segment Display Classifier |-- 1. Segment display recognition.mp4 - 13.72 MB |
| 5. Training Neural Networks in Python onehack.us | 5 - Let's Make a Segment Display Classifier |-- 1. Segment display recognition.srt - 5.51 KB |
| 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 - 6.81 MB |
| 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 - 2.26 KB |
| 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 - 23.25 MB |
| 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 - 8.28 KB |
| 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 - 13.88 MB |
| 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 - 5.45 KB |
| 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 - 12.02 MB |
| 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 - 5.01 KB |
| 5. Training Neural Networks in Python onehack.us | 5 - Let's Make a Segment Display Classifier |-- 6. 7 to 1 network GUI demo.mp4 - 16.88 MB |
| 5. Training Neural Networks in Python onehack.us | 5 - Let's Make a Segment Display Classifier |-- 6. 7 to 1 network GUI demo.srt - 6.77 KB |
| 5. Training Neural Networks in Python onehack.us | 5 - Let's Make a Segment Display Classifier |-- 7. 7 to 10 network GUI demo.mp4 - 7.85 MB |
| 5. Training Neural Networks in Python onehack.us | 5 - Let's Make a Segment Display Classifier |-- 7. 7 to 10 network GUI demo.srt - 2.41 KB |
| 5. Training Neural Networks in Python onehack.us | 5 - Let's Make a Segment Display Classifier |-- 8. 7 to 7 network GUI demo.mp4 - 11.45 MB |
| 5. Training Neural Networks in Python onehack.us | 5 - Let's Make a Segment Display Classifier |-- 8. 7 to 7 network GUI demo.srt - 4.3 KB |
| 5. Training Neural Networks in Python onehack.us | 6 - Conclusion |-- 1. Next steps.mp4 - 3.12 MB |
| 5. Training Neural Networks in Python onehack.us | 6 - Conclusion |-- 1. Next steps.srt - 1.45 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow |-- description.html - 1.16 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow |-- Ex_Files_NLP_TensorFlow.zip - 528.98 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 0 - Introduction |-- 1. Leveraging deep learning for natural language processing.mp4 - 12.42 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 0 - Introduction |-- 1. Leveraging deep learning for natural language processing.srt - 2.05 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 1 - Getting Started with NLP |-- 1. Introduction to natural language processing.mp4 - 5.3 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 1 - Getting Started with NLP |-- 1. Introduction to natural language processing.srt - 4.87 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 1 - Getting Started with NLP |-- 2. Introduction to word encodings.mp4 - 8.73 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 1 - Getting Started with NLP |-- 2. Introduction to word encodings.srt - 9.18 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 1 - Getting Started with NLP |-- 3. Tokenization using TensorFlow.mp4 - 12.56 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 1 - Getting Started with NLP |-- 3. Tokenization using TensorFlow.srt - 12.21 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 1 - Getting Started with NLP |-- 4. Padding the sequences.mp4 - 12.02 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 1 - Getting Started with NLP |-- 4. Padding the sequences.srt - 10.89 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 1 - Getting Started with NLP |-- 5. Challenge Recognizing sarcasm in the text.mp4 - 4.51 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 1 - Getting Started with NLP |-- 5. Challenge Recognizing sarcasm in the text.srt - 3.33 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 1 - Getting Started with NLP |-- 6. Solution Recognizing sarcasm in the text.mp4 - 4.98 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 1 - Getting Started with NLP |-- 6. Solution Recognizing sarcasm in the text.srt - 3.84 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 2 - Text Classification |-- 1. Introduction to word embeddings.mp4 - 8 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 2 - Text Classification |-- 1. Introduction to word embeddings.srt - 6.61 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 2 - Text Classification |-- 2. Classifying movie reviews using TensorFlow.mp4 - 25.54 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 2 - Text Classification |-- 2. Classifying movie reviews using TensorFlow.srt - 17.16 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 2 - Text Classification |-- 3. Projecting vectors using TensorFlow.mp4 - 23.56 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 2 - Text Classification |-- 3. Projecting vectors using TensorFlow.srt - 7.66 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 2 - Text Classification |-- 4. Building a text classifier.mp4 - 23.43 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 2 - Text Classification |-- 4. Building a text classifier.srt - 14.96 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 2 - Text Classification |-- 5. Challenge Text classification.mp4 - 5.46 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 2 - Text Classification |-- 5. Challenge Text classification.srt - 2.36 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 2 - Text Classification |-- 6. Solution Text classification.mp4 - 15.66 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 2 - Text Classification |-- 6. Solution Text classification.srt - 7.98 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 3 - Classification with RNNs and LSTMs |-- 1. Introduction to RNNs.mp4 - 8.25 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 3 - Classification with RNNs and LSTMs |-- 1. Introduction to RNNs.srt - 8.38 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 3 - Classification with RNNs and LSTMs |-- 2. Implementing LSTMs with TensorFlow.mp4 - 17.04 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 3 - Classification with RNNs and LSTMs |-- 2. Implementing LSTMs with TensorFlow.srt - 11.29 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 3 - Classification with RNNs and LSTMs |-- 3. Improving your movie review classifier.mp4 - 12.32 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 3 - Classification with RNNs and LSTMs |-- 3. Improving your movie review classifier.srt - 8.03 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 3 - Classification with RNNs and LSTMs |-- 4. Challenge Yelp review classifier.mp4 - 4.84 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 3 - Classification with RNNs and LSTMs |-- 4. Challenge Yelp review classifier.srt - 2.31 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 3 - Classification with RNNs and LSTMs |-- 5. Solution Yelp review classifier.mp4 - 11.11 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 3 - Classification with RNNs and LSTMs |-- 5. Solution Yelp review classifier.srt - 5.95 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 4 - Text Generation with RNNs |-- 1. Introduction to text generation.mp4 - 9.66 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 4 - Text Generation with RNNs |-- 1. Introduction to text generation.srt - 7.16 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 4 - Text Generation with RNNs |-- 2. Predicting the next word.mp4 - 21.36 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 4 - Text Generation with RNNs |-- 2. Predicting the next word.srt - 14.04 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 4 - Text Generation with RNNs |-- 3. Challenge Generate poetry.mp4 - 5.14 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 4 - Text Generation with RNNs |-- 3. Challenge Generate poetry.srt - 1.78 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 4 - Text Generation with RNNs |-- 4. Solution Generate poetry.mp4 - 19.56 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 4 - Text Generation with RNNs |-- 4. Solution Generate poetry.srt - 11.27 KB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 5 - Conclusion |-- 1. Learning more about NLP with TensorFlow.mp4 - 2.1 MB |
| 6. Deep Learning Foundations Natural Language Processing with TensorFlow | 5 - Conclusion |-- 1. Learning more about NLP with TensorFlow.srt - 1.1 KB |