Filename | Size |
| 1. Introduction/1. Introduction.mp4 | 12 MB |
| 1. Introduction/1. Introduction.srt | 4.4 KB |
| 1. Introduction/2. Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks ).mp4 | 16.4 MB |
| 1. Introduction/2. Course Overview -- PLEASE DON'T SKIP THIS LECTURE! Thanks ).srt | 16.5 KB |
| 1. Introduction/2.1 FULL_TENSORFLOW_NOTES__AND_DATA.zip.zip | 299.7 MB |
| 1. Introduction/3. FAQ - Frequently Asked Questions.html | 413 B |
| 1. Introduction/3.1 FULL_TENSORFLOW_NOTES__AND_DATA.zip.zip | 299.7 MB |
| 10. AutoEncoders/1. Autoencoder Basics.mp4 | 13.9 MB |
| 10. AutoEncoders/1. Autoencoder Basics.srt | 12.9 KB |
| 10. AutoEncoders/1.1 05-Autoencoders.zip.zip | 7.9 MB |
| 10. AutoEncoders/1.2 Autoencoder Slides.html | 161 B |
| 10. AutoEncoders/2. Dimensionality Reduction with Linear Autoencoder.mp4 | 37.6 MB |
| 10. AutoEncoders/2. Dimensionality Reduction with Linear Autoencoder.srt | 25.1 KB |
| 10. AutoEncoders/3. Linear Autoencoder PCA Exercise Overview.mp4 | 6.2 MB |
| 10. AutoEncoders/3. Linear Autoencoder PCA Exercise Overview.srt | 2.8 KB |
| 10. AutoEncoders/4. Linear Autoencoder PCA Exercise Solutions.mp4 | 22.9 MB |
| 10. AutoEncoders/4. Linear Autoencoder PCA Exercise Solutions.srt | 11.3 KB |
| 10. AutoEncoders/5. Stacked Autoencoder.mp4 | 43.9 MB |
| 10. AutoEncoders/5. Stacked Autoencoder.srt | 28.2 KB |
| 11. Reinforcement Learning with OpenAI Gym/1. Introduction to Reinforcement Learning with OpenAI Gym.mp4 | 8 MB |
| 11. Reinforcement Learning with OpenAI Gym/1. Introduction to Reinforcement Learning with OpenAI Gym.srt | 6.5 KB |
| 11. Reinforcement Learning with OpenAI Gym/1.1 06-Reinforcement-Learning-OpenAI.zip.zip | 10.6 KB |
| 11. Reinforcement Learning with OpenAI Gym/1.2 Reinforcement Learning Slides.html | 161 B |
| 11. Reinforcement Learning with OpenAI Gym/10. Policy Gradient Code Along Part One.mp4 | 26 MB |
| 11. Reinforcement Learning with OpenAI Gym/10. Policy Gradient Code Along Part One.srt | 16.5 KB |
| 11. Reinforcement Learning with OpenAI Gym/11. Policy Gradient Code Along Part Two.mp4 | 32.9 MB |
| 11. Reinforcement Learning with OpenAI Gym/11. Policy Gradient Code Along Part Two.srt | 16.8 KB |
| 11. Reinforcement Learning with OpenAI Gym/2. Extra Resources for Reinforcement Learning.html | 1.2 KB |
| 11. Reinforcement Learning with OpenAI Gym/3. Introduction to OpenAI Gym.mp4 | 13.9 MB |
| 11. Reinforcement Learning with OpenAI Gym/3. Introduction to OpenAI Gym.srt | 9 KB |
| 11. Reinforcement Learning with OpenAI Gym/4. OpenAI Gym Steup.mp4 | 14.8 MB |
| 11. Reinforcement Learning with OpenAI Gym/4. OpenAI Gym Steup.srt | 11.8 KB |
| 11. Reinforcement Learning with OpenAI Gym/5. Open AI Gym Env Basics.mp4 | 10 MB |
| 11. Reinforcement Learning with OpenAI Gym/5. Open AI Gym Env Basics.srt | 9.3 KB |
| 11. Reinforcement Learning with OpenAI Gym/6. Open AI Gym Observations.mp4 | 15.4 MB |
| 11. Reinforcement Learning with OpenAI Gym/6. Open AI Gym Observations.srt | 13.4 KB |
| 11. Reinforcement Learning with OpenAI Gym/7. OpenAI Gym Actions.mp4 | 14.8 MB |
| 11. Reinforcement Learning with OpenAI Gym/7. OpenAI Gym Actions.srt | 12.7 KB |
| 11. Reinforcement Learning with OpenAI Gym/8. Simple Neural Network Game.mp4 | 35.8 MB |
| 11. Reinforcement Learning with OpenAI Gym/8. Simple Neural Network Game.srt | 23.6 KB |
| 11. Reinforcement Learning with OpenAI Gym/9. Policy Gradient Theory.mp4 | 13.7 MB |
| 11. Reinforcement Learning with OpenAI Gym/9. Policy Gradient Theory.srt | 11.9 KB |
| 12. GAN - Generative Adversarial Networks/1. Introduction to GANs.mp4 | 13.5 MB |
| 12. GAN - Generative Adversarial Networks/1. Introduction to GANs.srt | 11 KB |
| 12. GAN - Generative Adversarial Networks/2. GAN Code Along - Part One.mp4 | 19.5 MB |
| 12. GAN - Generative Adversarial Networks/2. GAN Code Along - Part One.srt | 13.2 KB |
| 12. GAN - Generative Adversarial Networks/3. GAN Code Along - Part Two.mp4 | 29.3 MB |
| 12. GAN - Generative Adversarial Networks/3. GAN Code Along - Part Two.srt | 16.1 KB |
| 12. GAN - Generative Adversarial Networks/4. GAN Code Along - Part Three.mp4 | 27.6 MB |
| 12. GAN - Generative Adversarial Networks/4. GAN Code Along - Part Three.srt | 16.2 KB |
| 13. BONUS/1. Bonus Lecture.html | 532 B |
| 2. Installation and Setup/1. Quick Note for MacOS and Linux Users.html | 2 KB |
| 2. Installation and Setup/2. Installing TensorFlow and Environment Setup.mp4 | 27.8 MB |
| 2. Installation and Setup/2. Installing TensorFlow and Environment Setup.srt | 19.6 KB |
| 3. What is Machine Learning/1. Machine Learning Overview.mp4 | 30.4 MB |
| 3. What is Machine Learning/1. Machine Learning Overview.srt | 26.6 KB |
| 3. What is Machine Learning/1.1 ML Overview Slides.html | 161 B |
| 4. Crash Course Overview/1. Crash Course Section Introduction.mp4 | 2.2 MB |
| 4. Crash Course Overview/1. Crash Course Section Introduction.srt | 1.9 KB |
| 4. Crash Course Overview/2. NumPy Crash Course.mp4 | 32.5 MB |
| 4. Crash Course Overview/2. NumPy Crash Course.srt | 23.3 KB |
| 4. Crash Course Overview/3. Pandas Crash Course.mp4 | 9 MB |
| 4. Crash Course Overview/3. Pandas Crash Course.srt | 6.7 KB |
| 4. Crash Course Overview/4. Data Visualization Crash Course.mp4 | 19.5 MB |
| 4. Crash Course Overview/4. Data Visualization Crash Course.srt | 11.4 KB |
| 4. Crash Course Overview/5. SciKit Learn Preprocessing Overview.mp4 | 20.3 MB |
| 4. Crash Course Overview/5. SciKit Learn Preprocessing Overview.srt | 13.7 KB |
| 4. Crash Course Overview/6. Crash Course Review Exercise.mp4 | 7.7 MB |
| 4. Crash Course Overview/6. Crash Course Review Exercise.srt | 3.6 KB |
| 4. Crash Course Overview/7. Crash Course Review Exercise - Solutions.mp4 | 17.4 MB |
| 4. Crash Course Overview/7. Crash Course Review Exercise - Solutions.srt | 9.1 KB |
| 5. Introduction to Neural Networks/1. Introduction to Neural Networks.mp4 | 1.6 MB |
| 5. Introduction to Neural Networks/1. Introduction to Neural Networks.srt | 1.5 KB |
| 5. Introduction to Neural Networks/1.1 Introduction to NN Slides.html | 161 B |
| 5. Introduction to Neural Networks/10. Manual Creation of Neural Network - Part Four - Session.mp4 | 25.2 MB |
| 5. Introduction to Neural Networks/10. Manual Creation of Neural Network - Part Four - Session.srt | 13.4 KB |
| 5. Introduction to Neural Networks/11. Manual Neural Network Classification Task.mp4 | 40.5 MB |
| 5. Introduction to Neural Networks/11. Manual Neural Network Classification Task.srt | 24.1 KB |
| 5. Introduction to Neural Networks/2. Introduction to Perceptron.mp4 | 6.8 MB |
| 5. Introduction to Neural Networks/2. Introduction to Perceptron.srt | 7.8 KB |
| 5. Introduction to Neural Networks/3. Neural Network Activation Functions.mp4 | 8.6 MB |
| 5. Introduction to Neural Networks/3. Neural Network Activation Functions.srt | 9.5 KB |
| 5. Introduction to Neural Networks/4. Cost Functions.mp4 | 5 MB |
| 5. Introduction to Neural Networks/4. Cost Functions.srt | 5.2 KB |
| 5. Introduction to Neural Networks/5. Gradient Descent Backpropagation.mp4 | 4.6 MB |
| 5. Introduction to Neural Networks/5. Gradient Descent Backpropagation.srt | 5.3 KB |
| 5. Introduction to Neural Networks/6. TensorFlow Playground.mp4 | 27.2 MB |
| 5. Introduction to Neural Networks/6. TensorFlow Playground.srt | 15.3 KB |
| 5. Introduction to Neural Networks/7. Manual Creation of Neural Network - Part One.mp4 | 12.5 MB |
| 5. Introduction to Neural Networks/7. Manual Creation of Neural Network - Part One.srt | 8.7 KB |
| 5. Introduction to Neural Networks/8. Manual Creation of Neural Network - Part Two - Operations.mp4 | 11.4 MB |
| 5. Introduction to Neural Networks/8. Manual Creation of Neural Network - Part Two - Operations.srt | 11.5 KB |
| 5. Introduction to Neural Networks/9. Manual Creation of Neural Network - Part Three - Placeholders and Variables.mp4 | 13.3 MB |
| 5. Introduction to Neural Networks/9. Manual Creation of Neural Network - Part Three - Placeholders and Variables.srt | 12.6 KB |
| 6. TensorFlow Basics/1. Introduction to TensorFlow.mp4 | 2 MB |
| 6. TensorFlow Basics/1. Introduction to TensorFlow.srt | 2.2 KB |
| 6. TensorFlow Basics/1.1 TF Basics Slides.html | 161 B |
| 6. TensorFlow Basics/10. TensorFlow Classification Example - Part Two.mp4 | 31.9 MB |
| 6. TensorFlow Basics/10. TensorFlow Classification Example - Part Two.srt | 16.9 KB |