[FreeCourseSite com] Udemy - Tensorflow 2.0 Deep Learning and Artificial Intelligence
File List
| File | Size |
|---|---|
| 0. Websites you may like/[CourseClub.Me].url | 122 B |
| 0. Websites you may like/[FreeCourseSite.com].url | 127 B |
| 0. Websites you may like/[GigaCourse.Com].url | 49 B |
| 1. Welcome/1. Introduction.mp4 | 34.81 MB |
| 1. Welcome/1. Introduction.srt | 5.7 KB |
| 1. Welcome/2. Outline.mp4 | 73.67 MB |
| 1. Welcome/2. Outline.srt | 17.1 KB |
| 1. Welcome/3. Where to get the code.mp4 | 62.91 MB |
| 1. Welcome/3. Where to get the code.srt | 15.36 KB |
| 1. Welcome/3.1 Colab Notebooks.html | 157 B |
| 1. Welcome/3.2 Github Link.html | 120 B |
| 10. GANs (Generative Adversarial Networks)/1. GAN Theory.mp4 | 87.16 MB |
| 10. GANs (Generative Adversarial Networks)/1. GAN Theory.srt | 20.71 KB |
| 10. GANs (Generative Adversarial Networks)/2. GAN Code.mp4 | 78.3 MB |
| 10. GANs (Generative Adversarial Networks)/2. GAN Code.srt | 14.88 KB |
| 11. Deep Reinforcement Learning (Theory)/1. Deep Reinforcement Learning Section Introduction.mp4 | 38.05 MB |
| 11. Deep Reinforcement Learning (Theory)/1. Deep Reinforcement Learning Section Introduction.srt | 8.6 KB |
| 11. Deep Reinforcement Learning (Theory)/10. Epsilon-Greedy.mp4 | 40.11 MB |
| 11. Deep Reinforcement Learning (Theory)/10. Epsilon-Greedy.srt | 7.49 KB |
| 11. Deep Reinforcement Learning (Theory)/11. Q-Learning.mp4 | 61.83 MB |
| 11. Deep Reinforcement Learning (Theory)/11. Q-Learning.srt | 17.91 KB |
| 11. Deep Reinforcement Learning (Theory)/12. Deep Q-Learning DQN (pt 1).mp4 | 56.27 MB |
| 11. Deep Reinforcement Learning (Theory)/12. Deep Q-Learning DQN (pt 1).srt | 16.43 KB |
| 11. Deep Reinforcement Learning (Theory)/13. Deep Q-Learning DQN (pt 2).mp4 | 49.6 MB |
| 11. Deep Reinforcement Learning (Theory)/13. Deep Q-Learning DQN (pt 2).srt | 13.21 KB |
| 11. Deep Reinforcement Learning (Theory)/14. How to Learn Reinforcement Learning.mp4 | 37.7 MB |
| 11. Deep Reinforcement Learning (Theory)/14. How to Learn Reinforcement Learning.srt | 7.62 KB |
| 11. Deep Reinforcement Learning (Theory)/2. Elements of a Reinforcement Learning Problem.mp4 | 98.59 MB |
| 11. Deep Reinforcement Learning (Theory)/2. Elements of a Reinforcement Learning Problem.srt | 26.19 KB |
| 11. Deep Reinforcement Learning (Theory)/3. States, Actions, Rewards, Policies.mp4 | 43.33 MB |
| 11. Deep Reinforcement Learning (Theory)/3. States, Actions, Rewards, Policies.srt | 11.32 KB |
| 11. Deep Reinforcement Learning (Theory)/4. Markov Decision Processes (MDPs).mp4 | 49.35 MB |
| 11. Deep Reinforcement Learning (Theory)/4. Markov Decision Processes (MDPs).srt | 12.65 KB |
| 11. Deep Reinforcement Learning (Theory)/5. The Return.mp4 | 21.13 MB |
| 11. Deep Reinforcement Learning (Theory)/5. The Return.srt | 6.26 KB |
| 11. Deep Reinforcement Learning (Theory)/6. Value Functions and the Bellman Equation.mp4 | 43.56 MB |
| 11. Deep Reinforcement Learning (Theory)/6. Value Functions and the Bellman Equation.srt | 12.51 KB |
| 11. Deep Reinforcement Learning (Theory)/7. What does it mean to “learn”.mp4 | 31.71 MB |
| 11. Deep Reinforcement Learning (Theory)/7. What does it mean to “learn”.srt | 8.92 KB |
| 11. Deep Reinforcement Learning (Theory)/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).mp4 | 42.74 MB |
| 11. Deep Reinforcement Learning (Theory)/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).srt | 12.41 KB |
| 11. Deep Reinforcement Learning (Theory)/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).mp4 | 52.91 MB |
| 11. Deep Reinforcement Learning (Theory)/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).srt | 14.88 KB |
| 12. Stock Trading Project with Deep Reinforcement Learning/1. Reinforcement Learning Stock Trader Introduction.mp4 | 26.04 MB |
| 12. Stock Trading Project with Deep Reinforcement Learning/1. Reinforcement Learning Stock Trader Introduction.srt | 6.84 KB |
| 12. Stock Trading Project with Deep Reinforcement Learning/10. Help! Why is the code slower on my machine.mp4 | 42.46 MB |
| 12. Stock Trading Project with Deep Reinforcement Learning/10. Help! Why is the code slower on my machine.srt | 11.72 KB |
| 12. Stock Trading Project with Deep Reinforcement Learning/2. Data and Environment.mp4 | 50.97 MB |
| 12. Stock Trading Project with Deep Reinforcement Learning/2. Data and Environment.srt | 15.69 KB |
| 12. Stock Trading Project with Deep Reinforcement Learning/3. Replay Buffer.mp4 | 24.04 MB |
| 12. Stock Trading Project with Deep Reinforcement Learning/3. Replay Buffer.srt | 6.94 KB |
| 12. Stock Trading Project with Deep Reinforcement Learning/4. Program Design and Layout.mp4 | 25.98 MB |
| 12. Stock Trading Project with Deep Reinforcement Learning/4. Program Design and Layout.srt | 8.64 KB |
| 12. Stock Trading Project with Deep Reinforcement Learning/5. Code pt 1.mp4 | 39.55 MB |
| 12. Stock Trading Project with Deep Reinforcement Learning/5. Code pt 1.srt | 7.21 KB |
| 12. Stock Trading Project with Deep Reinforcement Learning/6. Code pt 2.mp4 | 68 MB |
| 12. Stock Trading Project with Deep Reinforcement Learning/6. Code pt 2.srt | 11.75 KB |
| 12. Stock Trading Project with Deep Reinforcement Learning/7. Code pt 3.mp4 | 52.05 MB |
| 12. Stock Trading Project with Deep Reinforcement Learning/7. Code pt 3.srt | 7.75 KB |
| 12. Stock Trading Project with Deep Reinforcement Learning/8. Code pt 4.mp4 | 52.51 MB |
| 12. Stock Trading Project with Deep Reinforcement Learning/8. Code pt 4.srt | 8.37 KB |
| 12. Stock Trading Project with Deep Reinforcement Learning/9. Reinforcement Learning Stock Trader Discussion.mp4 | 16.59 MB |
| 12. Stock Trading Project with Deep Reinforcement Learning/9. Reinforcement Learning Stock Trader Discussion.srt | 4.39 KB |
| 13. Advanced Tensorflow Usage/1. What is a Web Service (Tensorflow Serving pt 1).mp4 | 27.78 MB |
| 13. Advanced Tensorflow Usage/1. What is a Web Service (Tensorflow Serving pt 1).srt | 7.71 KB |
| 13. Advanced Tensorflow Usage/2. Tensorflow Serving pt 2.mp4 | 104.99 MB |
| 13. Advanced Tensorflow Usage/2. Tensorflow Serving pt 2.srt | 20.42 KB |
| 13. Advanced Tensorflow Usage/3. Tensorflow Lite (TFLite).mp4 | 42.59 MB |
| 13. Advanced Tensorflow Usage/3. Tensorflow Lite (TFLite).srt | 11.03 KB |
| 13. Advanced Tensorflow Usage/4. Why is Google the King of Distributed Computing.mp4 | 44.93 MB |
| 13. Advanced Tensorflow Usage/4. Why is Google the King of Distributed Computing.srt | 11.25 KB |
| 13. Advanced Tensorflow Usage/5. Training with Distributed Strategies.mp4 | 43.54 MB |
| 13. Advanced Tensorflow Usage/5. Training with Distributed Strategies.srt | 8.53 KB |
| 13. Advanced Tensorflow Usage/6. Using the TPU.mp4 | 45.24 MB |
| 13. Advanced Tensorflow Usage/6. Using the TPU.srt | 6.96 KB |
| 14. Low-Level Tensorflow/1. Differences Between Tensorflow 1.x and Tensorflow 2.x.mp4 | 38.68 MB |
| 14. Low-Level Tensorflow/1. Differences Between Tensorflow 1.x and Tensorflow 2.x.srt | 12.2 KB |
| 14. Low-Level Tensorflow/2. Constants and Basic Computation.mp4 | 40.3 MB |
| 14. Low-Level Tensorflow/2. Constants and Basic Computation.srt | 9.63 KB |
| 14. Low-Level Tensorflow/3. Variables and Gradient Tape.mp4 | 56.05 MB |
| 14. Low-Level Tensorflow/3. Variables and Gradient Tape.srt | 13.58 KB |
| 14. Low-Level Tensorflow/4. Build Your Own Custom Model.mp4 | 58.55 MB |
| 14. Low-Level Tensorflow/4. Build Your Own Custom Model.srt | 13.28 KB |
| 15. In-Depth Loss Functions/1. Mean Squared Error.mp4 | 33.77 MB |
| 15. In-Depth Loss Functions/1. Mean Squared Error.srt | 11.21 KB |
| 15. In-Depth Loss Functions/2. Binary Cross Entropy.mp4 | 23.68 MB |
| 15. In-Depth Loss Functions/2. Binary Cross Entropy.srt | 7.26 KB |
| 15. In-Depth Loss Functions/3. Categorical Cross Entropy.mp4 | 31.7 MB |
| 15. In-Depth Loss Functions/3. Categorical Cross Entropy.srt | 9.62 KB |
| 16. In-Depth Gradient Descent/1. Gradient Descent.mp4 | 34.92 MB |
| 16. In-Depth Gradient Descent/1. Gradient Descent.srt | 9.77 KB |
| 16. In-Depth Gradient Descent/2. Stochastic Gradient Descent.mp4 | 22.97 MB |
| 16. In-Depth Gradient Descent/2. Stochastic Gradient Descent.srt | 5.4 KB |
| 16. In-Depth Gradient Descent/3. Momentum.mp4 | 34.25 MB |
| 16. In-Depth Gradient Descent/3. Momentum.srt | 7.84 KB |
| 16. In-Depth Gradient Descent/4. Variable and Adaptive Learning Rates.mp4 | 34.85 MB |
| 16. In-Depth Gradient Descent/4. Variable and Adaptive Learning Rates.srt | 15.15 KB |
| 16. In-Depth Gradient Descent/5. Adam (pt 1).mp4 | 55.12 MB |
| 16. In-Depth Gradient Descent/5. Adam (pt 1).srt | 16.67 KB |
| 16. In-Depth Gradient Descent/6. Adam (pt 2).mp4 | 52.76 MB |
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