Filename | Size | Filetype |
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[DesireCourse Net] Udemy - Tensorflow 2 0 Deep Learning and Artificial Intelligence | 6.7 GB | Folder |
| 1. Welcome/1. Introduction.mp4 | 39.2 MB | Multimedia File |
| 1. Welcome/1. Introduction.vtt | 5 KB | |
| 1. Welcome/2. Outline.mp4 | 30.8 MB | Multimedia File |
| 1. Welcome/2. Outline.vtt | 6.4 KB | |
| 1. Welcome/3. Where to get the code.mp4 | 30.5 MB | Multimedia File |
| 1. Welcome/3. Where to get the code.vtt | 6.6 KB | |
| 10. GANs (Generative Adversarial Networks)/1. GAN Theory.mp4 | 86.5 MB | Multimedia File |
| 10. GANs (Generative Adversarial Networks)/1. GAN Theory.vtt | 18.1 KB | |
| 10. GANs (Generative Adversarial Networks)/2. GAN Code.mp4 | 78.2 MB | Multimedia File |
| 10. GANs (Generative Adversarial Networks)/2. GAN Code.vtt | 13 KB | |
| 11. Deep Reinforcement Learning (Theory)/1. Deep Reinforcement Learning Section Introduction.mp4 | 37.8 MB | Multimedia File |
| 11. Deep Reinforcement Learning (Theory)/1. Deep Reinforcement Learning Section Introduction.vtt | 7.5 KB | |
| 11. Deep Reinforcement Learning (Theory)/10. Epsilon-Greedy.mp4 | 37.6 MB | Multimedia File |
| 11. Deep Reinforcement Learning (Theory)/10. Epsilon-Greedy.vtt | 6.5 KB | |
| 11. Deep Reinforcement Learning (Theory)/11. Q-Learning.mp4 | 61.3 MB | Multimedia File |
| 11. Deep Reinforcement Learning (Theory)/11. Q-Learning.vtt | 15.6 KB | |
| 11. Deep Reinforcement Learning (Theory)/12. Deep Q-Learning DQN (pt 1).mp4 | 55.7 MB | Multimedia File |
| 11. Deep Reinforcement Learning (Theory)/12. Deep Q-Learning DQN (pt 1).vtt | 14.4 KB | |
| 11. Deep Reinforcement Learning (Theory)/13. Deep Q-Learning DQN (pt 2).mp4 | 49.2 MB | Multimedia File |
| 11. Deep Reinforcement Learning (Theory)/13. Deep Q-Learning DQN (pt 2).vtt | 11.6 KB | |
| 11. Deep Reinforcement Learning (Theory)/14. How to Learn Reinforcement Learning.mp4 | 37.5 MB | Multimedia File |
| 11. Deep Reinforcement Learning (Theory)/14. How to Learn Reinforcement Learning.vtt | 6.7 KB | |
| 11. Deep Reinforcement Learning (Theory)/2. Elements of a Reinforcement Learning Problem.mp4 | 97.8 MB | Multimedia File |
| 11. Deep Reinforcement Learning (Theory)/2. Elements of a Reinforcement Learning Problem.vtt | 22.9 KB | |
| 11. Deep Reinforcement Learning (Theory)/3. States, Actions, Rewards, Policies.mp4 | 43 MB | Multimedia File |
| 11. Deep Reinforcement Learning (Theory)/3. States, Actions, Rewards, Policies.vtt | 10 KB | |
| 11. Deep Reinforcement Learning (Theory)/4. Markov Decision Processes (MDPs).mp4 | 48.9 MB | Multimedia File |
| 11. Deep Reinforcement Learning (Theory)/4. Markov Decision Processes (MDPs).vtt | 11.2 KB | |
| 11. Deep Reinforcement Learning (Theory)/5. The Return.mp4 | 20.9 MB | Multimedia File |
| 11. Deep Reinforcement Learning (Theory)/5. The Return.vtt | 5.5 KB | |
| 11. Deep Reinforcement Learning (Theory)/6. Value Functions and the Bellman Equation.mp4 | 43.3 MB | Multimedia File |
| 11. Deep Reinforcement Learning (Theory)/6. Value Functions and the Bellman Equation.vtt | 10.9 KB | |
| 11. Deep Reinforcement Learning (Theory)/7. What does it mean to “learn”.mp4 | 30.3 MB | Multimedia File |
| 11. Deep Reinforcement Learning (Theory)/7. What does it mean to “learn”.vtt | 7.8 KB | |
| 11. Deep Reinforcement Learning (Theory)/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).mp4 | 39 MB | Multimedia File |
| 11. Deep Reinforcement Learning (Theory)/8. Solving the Bellman Equation with Reinforcement Learning (pt 1).vtt | 11 KB | |
| 11. Deep Reinforcement Learning (Theory)/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).mp4 | 52.5 MB | Multimedia File |
| 11. Deep Reinforcement Learning (Theory)/9. Solving the Bellman Equation with Reinforcement Learning (pt 2).vtt | 13 KB | |
| 12. Stock Trading Project with Deep Reinforcement Learning/1. Reinforcement Learning Stock Trader Introduction.mp4 | 29.7 MB | Multimedia File |
| 12. Stock Trading Project with Deep Reinforcement Learning/1. Reinforcement Learning Stock Trader Introduction.vtt | 6 KB | |
| 12. Stock Trading Project with Deep Reinforcement Learning/2. Data and Environment.mp4 | 56 MB | Multimedia File |
| 12. Stock Trading Project with Deep Reinforcement Learning/2. Data and Environment.vtt | 13.8 KB | |
| 12. Stock Trading Project with Deep Reinforcement Learning/3. Replay Buffer.mp4 | 24.1 MB | Multimedia File |
| 12. Stock Trading Project with Deep Reinforcement Learning/3. Replay Buffer.vtt | 6.1 KB | |
| 12. Stock Trading Project with Deep Reinforcement Learning/4. Program Design and Layout.mp4 | 29.8 MB | Multimedia File |
| 12. Stock Trading Project with Deep Reinforcement Learning/4. Program Design and Layout.vtt | 7.6 KB | |
| 12. Stock Trading Project with Deep Reinforcement Learning/5. Code pt 1.mp4 | 46.8 MB | Multimedia File |
| 12. Stock Trading Project with Deep Reinforcement Learning/5. Code pt 1.vtt | 6.3 KB | |
| 12. Stock Trading Project with Deep Reinforcement Learning/6. Code pt 2.mp4 | 83.4 MB | Multimedia File |
| 12. Stock Trading Project with Deep Reinforcement Learning/6. Code pt 2.vtt | 10.3 KB | |
| 12. Stock Trading Project with Deep Reinforcement Learning/7. Code pt 3.mp4 | 62.3 MB | Multimedia File |
| 12. Stock Trading Project with Deep Reinforcement Learning/7. Code pt 3.vtt | 6.8 KB | |
| 12. Stock Trading Project with Deep Reinforcement Learning/8. Code pt 4.mp4 | 59.2 MB | Multimedia File |
| 12. Stock Trading Project with Deep Reinforcement Learning/8. Code pt 4.vtt | 7.2 KB | |
| 12. Stock Trading Project with Deep Reinforcement Learning/9. Reinforcement Learning Stock Trader Discussion.mp4 | 18.2 MB | Multimedia File |
| 12. Stock Trading Project with Deep Reinforcement Learning/9. Reinforcement Learning Stock Trader Discussion.vtt | 3.9 KB | |
| 13. Advanced Tensorflow Usage/1. What is a Web Service (Tensorflow Serving pt 1).mp4 | 31.6 MB | Multimedia File |
| 13. Advanced Tensorflow Usage/1. What is a Web Service (Tensorflow Serving pt 1).vtt | 6.8 KB | |
| 13. Advanced Tensorflow Usage/2. Tensorflow Serving pt 2.mp4 | 124.5 MB | Multimedia File |
| 13. Advanced Tensorflow Usage/2. Tensorflow Serving pt 2.vtt | 17.8 KB | |
| 13. Advanced Tensorflow Usage/3. Tensorflow Lite (TFLite).mp4 | 42.4 MB | Multimedia File |
| 13. Advanced Tensorflow Usage/3. Tensorflow Lite (TFLite).vtt | 9.7 KB | |
| 13. Advanced Tensorflow Usage/4. Why is Google the King of Distributed Computing.mp4 | 50.8 MB | Multimedia File |
| 13. Advanced Tensorflow Usage/4. Why is Google the King of Distributed Computing.vtt | 9.9 KB | |
| 13. Advanced Tensorflow Usage/5. Training with Distributed Strategies.mp4 | 50.1 MB | Multimedia File |
| 13. Advanced Tensorflow Usage/5. Training with Distributed Strategies.vtt | 7.5 KB | |
| 13. Advanced Tensorflow Usage/6. Using the TPU.html | 1.6 KB | Web Page File |
| 14. Low-Level Tensorflow/1. Differences Between Tensorflow 1.x and Tensorflow 2.x.mp4 | 42.5 MB | Multimedia File |
| 14. Low-Level Tensorflow/1. Differences Between Tensorflow 1.x and Tensorflow 2.x.vtt | 10.8 KB | |
| 14. Low-Level Tensorflow/2. Constants and Basic Computation.mp4 | 50.2 MB | Multimedia File |
| 14. Low-Level Tensorflow/2. Constants and Basic Computation.vtt | 8.3 KB | |
| 14. Low-Level Tensorflow/3. Variables and Gradient Tape.mp4 | 70.6 MB | Multimedia File |
| 14. Low-Level Tensorflow/3. Variables and Gradient Tape.vtt | 11.7 KB | |
| 14. Low-Level Tensorflow/4. Build Your Own Custom Model.mp4 | 70.2 MB | Multimedia File |
| 14. Low-Level Tensorflow/4. Build Your Own Custom Model.vtt | 11.6 KB | |
| 15. In-Depth Loss Functions/1. Mean Squared Error.mp4 | 37.3 MB | Multimedia File |
| 15. In-Depth Loss Functions/1. Mean Squared Error.vtt | 9.9 KB | |
| 15. In-Depth Loss Functions/2. Binary Cross Entropy.mp4 | 21.5 MB | Multimedia File |
| 15. In-Depth Loss Functions/2. Binary Cross Entropy.vtt | 6.4 KB | |
| 15. In-Depth Loss Functions/3. Categorical Cross Entropy.mp4 | 35.4 MB | Multimedia File |
| 15. In-Depth Loss Functions/3. Categorical Cross Entropy.vtt | 8.4 KB | |
| 16. In-Depth Gradient Descent/1. Gradient Descent.mp4 | 35.5 MB | Multimedia File |
| 16. In-Depth Gradient Descent/1. Gradient Descent.vtt | 8.6 KB | |
| 16. In-Depth Gradient Descent/2. Stochastic Gradient Descent.mp4 | 25 MB | Multimedia File |
| 16. In-Depth Gradient Descent/2. Stochastic Gradient Descent.vtt | 4.8 KB | |
| 16. In-Depth Gradient Descent/3. Momentum.mp4 | 39.4 MB | Multimedia File |
| 16. In-Depth Gradient Descent/3. Momentum.vtt | 6.9 KB | |
| 16. In-Depth Gradient Descent/4. Variable and Adaptive Learning Rates.mp4 | 38.5 MB | Multimedia File |
| 16. In-Depth Gradient Descent/4. Variable and Adaptive Learning Rates.vtt | 13.3 KB | |
| 16. In-Depth Gradient Descent/5. Adam.mp4 | 42.6 MB | Multimedia File |
| 16. In-Depth Gradient Descent/5. Adam.vtt | 11.9 KB | |
| 17. Extras/1. Links to TF2.0 Notebooks.html | 7.8 KB | Web Page File |
| 18. Appendix FAQ/1. What is the Appendix.mp4 | 18 MB | Multimedia File |
| 18. Appendix FAQ/1. What is the Appendix.vtt | 3.3 KB | |
| 18. Appendix FAQ/10. What order should I take your courses in (part 1).mp4 | 88.1 MB | Multimedia File |
| 18. Appendix FAQ/10. What order should I take your courses in (part 1).vtt | 14.2 KB | |
| 18. Appendix FAQ/11. What order should I take your courses in (part 2).mp4 | 122.6 MB | Multimedia File |
| 18. Appendix FAQ/11. What order should I take your courses in (part 2).vtt | 20.2 KB | |
| 18. Appendix FAQ/12. Bonus Where to get discount coupons and FREE deep learning material.mp4 | 13.3 MB | Multimedia File |
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