| 0 | 1. welcome/1. introduction.mp4 | mp4 | 34.81 MiB |
| 1 | 1. welcome/1. introduction.srt | srt | 5.70 KiB |
| 2 | 1. welcome/2. outline.mp4 | mp4 | 73.67 MiB |
| 3 | 1. welcome/2. outline.srt | srt | 17.10 KiB |
| 4 | 1. welcome/3. where to get the code.mp4 | mp4 | 62.91 MiB |
| 5 | 1. welcome/3. where to get the code.srt | srt | 15.36 KiB |
| 6 | 1. welcome/3.1 colab notebooks.html | html | 157 B |
| 7 | 1. welcome/3.2 github link.html | html | 120 B |
| 8 | 10. gans (generative adversarial networks)/1. gan theory.mp4 | mp4 | 87.16 MiB |
| 9 | 10. gans (generative adversarial networks)/1. gan theory.srt | srt | 20.71 KiB |
| 10 | 10. gans (generative adversarial networks)/2. gan code.mp4 | mp4 | 78.30 MiB |
| 11 | 10. gans (generative adversarial networks)/2. gan code.srt | srt | 14.88 KiB |
| 12 | 11. deep reinforcement learning (theory)/1. deep reinforcement learning section introduction.mp4 | mp4 | 38.05 MiB |
| 13 | 11. deep reinforcement learning (theory)/1. deep reinforcement learning section introduction.srt | srt | 8.60 KiB |
| 14 | 11. deep reinforcement learning (theory)/10. epsilon-greedy.mp4 | mp4 | 40.11 MiB |
| 15 | 11. deep reinforcement learning (theory)/10. epsilon-greedy.srt | srt | 7.49 KiB |
| 16 | 11. deep reinforcement learning (theory)/11. q-learning.mp4 | mp4 | 61.83 MiB |
| 17 | 11. deep reinforcement learning (theory)/11. q-learning.srt | srt | 17.91 KiB |
| 18 | 11. deep reinforcement learning (theory)/12. deep q-learning dqn (pt 1).mp4 | mp4 | 56.27 MiB |
| 19 | 11. deep reinforcement learning (theory)/12. deep q-learning dqn (pt 1).srt | srt | 16.43 KiB |
| 20 | 11. deep reinforcement learning (theory)/13. deep q-learning dqn (pt 2).mp4 | mp4 | 49.60 MiB |
| 21 | 11. deep reinforcement learning (theory)/13. deep q-learning dqn (pt 2).srt | srt | 13.21 KiB |
| 22 | 11. deep reinforcement learning (theory)/14. how to learn reinforcement learning.mp4 | mp4 | 37.70 MiB |
| 23 | 11. deep reinforcement learning (theory)/14. how to learn reinforcement learning.srt | srt | 7.62 KiB |
| 24 | 11. deep reinforcement learning (theory)/2. elements of a reinforcement learning problem.mp4 | mp4 | 98.59 MiB |
| 25 | 11. deep reinforcement learning (theory)/2. elements of a reinforcement learning problem.srt | srt | 26.19 KiB |
| 26 | 11. deep reinforcement learning (theory)/3. states, actions, rewards, policies.mp4 | mp4 | 43.33 MiB |
| 27 | 11. deep reinforcement learning (theory)/3. states, actions, rewards, policies.srt | srt | 11.32 KiB |
| 28 | 11. deep reinforcement learning (theory)/4. markov decision processes (mdps).mp4 | mp4 | 49.35 MiB |
| 29 | 11. deep reinforcement learning (theory)/4. markov decision processes (mdps).srt | srt | 12.65 KiB |
| 30 | 11. deep reinforcement learning (theory)/5. the return.mp4 | mp4 | 21.13 MiB |
| 31 | 11. deep reinforcement learning (theory)/5. the return.srt | srt | 6.26 KiB |
| 32 | 11. deep reinforcement learning (theory)/6. value functions and the bellman equation.mp4 | mp4 | 43.56 MiB |
| 33 | 11. deep reinforcement learning (theory)/6. value functions and the bellman equation.srt | srt | 12.51 KiB |
| 34 | 11. deep reinforcement learning (theory)/7. what does it mean to “learn”.mp4 | mp4 | 31.71 MiB |
| 35 | 11. deep reinforcement learning (theory)/7. what does it mean to “learn”.srt | srt | 8.92 KiB |
| 36 | 11. deep reinforcement learning (theory)/8. solving the bellman equation with reinforcement learning (pt 1).mp4 | mp4 | 42.74 MiB |
| 37 | 11. deep reinforcement learning (theory)/8. solving the bellman equation with reinforcement learning (pt 1).srt | srt | 12.41 KiB |
| 38 | 11. deep reinforcement learning (theory)/9. solving the bellman equation with reinforcement learning (pt 2).mp4 | mp4 | 52.91 MiB |
| 39 | 11. deep reinforcement learning (theory)/9. solving the bellman equation with reinforcement learning (pt 2).srt | srt | 14.88 KiB |
| 40 | 12. stock trading project with deep reinforcement learning/1. reinforcement learning stock trader introduction.mp4 | mp4 | 26.04 MiB |
| 41 | 12. stock trading project with deep reinforcement learning/1. reinforcement learning stock trader introduction.srt | srt | 6.84 KiB |
| 42 | 12. stock trading project with deep reinforcement learning/10. help! why is the code slower on my machine.mp4 | mp4 | 42.46 MiB |
| 43 | 12. stock trading project with deep reinforcement learning/10. help! why is the code slower on my machine.srt | srt | 11.72 KiB |
| 44 | 12. stock trading project with deep reinforcement learning/2. data and environment.mp4 | mp4 | 50.97 MiB |
| 45 | 12. stock trading project with deep reinforcement learning/2. data and environment.srt | srt | 15.69 KiB |
| 46 | 12. stock trading project with deep reinforcement learning/3. replay buffer.mp4 | mp4 | 24.04 MiB |
| 47 | 12. stock trading project with deep reinforcement learning/3. replay buffer.srt | srt | 6.94 KiB |
| 48 | 12. stock trading project with deep reinforcement learning/4. program design and layout.mp4 | mp4 | 25.98 MiB |
| 49 | 12. stock trading project with deep reinforcement learning/4. program design and layout.srt | srt | 8.64 KiB |
| 50 | 12. stock trading project with deep reinforcement learning/5. code pt 1.mp4 | mp4 | 39.55 MiB |
| 51 | 12. stock trading project with deep reinforcement learning/5. code pt 1.srt | srt | 7.21 KiB |
| 52 | 12. stock trading project with deep reinforcement learning/6. code pt 2.mp4 | mp4 | 68.00 MiB |
| 53 | 12. stock trading project with deep reinforcement learning/6. code pt 2.srt | srt | 11.75 KiB |
| 54 | 12. stock trading project with deep reinforcement learning/7. code pt 3.mp4 | mp4 | 52.05 MiB |
| 55 | 12. stock trading project with deep reinforcement learning/7. code pt 3.srt | srt | 7.75 KiB |
| 56 | 12. stock trading project with deep reinforcement learning/8. code pt 4.mp4 | mp4 | 52.51 MiB |
| 57 | 12. stock trading project with deep reinforcement learning/8. code pt 4.srt | srt | 8.37 KiB |
| 58 | 12. stock trading project with deep reinforcement learning/9. reinforcement learning stock trader discussion.mp4 | mp4 | 16.59 MiB |
| 59 | 12. stock trading project with deep reinforcement learning/9. reinforcement learning stock trader discussion.srt | srt | 4.39 KiB |
| 60 | 13. advanced tensorflow usage/1. what is a web service (tensorflow serving pt 1).mp4 | mp4 | 27.78 MiB |
| 61 | 13. advanced tensorflow usage/1. what is a web service (tensorflow serving pt 1).srt | srt | 7.71 KiB |
| 62 | 13. advanced tensorflow usage/2. tensorflow serving pt 2.mp4 | mp4 | 104.99 MiB |
| 63 | 13. advanced tensorflow usage/2. tensorflow serving pt 2.srt | srt | 20.42 KiB |
| 64 | 13. advanced tensorflow usage/3. tensorflow lite (tflite).mp4 | mp4 | 42.59 MiB |
| 65 | 13. advanced tensorflow usage/3. tensorflow lite (tflite).srt | srt | 11.03 KiB |
| 66 | 13. advanced tensorflow usage/4. why is google the king of distributed computing.mp4 | mp4 | 44.93 MiB |
| 67 | 13. advanced tensorflow usage/4. why is google the king of distributed computing.srt | srt | 11.25 KiB |
| 68 | 13. advanced tensorflow usage/5. training with distributed strategies.mp4 | mp4 | 43.54 MiB |
| 69 | 13. advanced tensorflow usage/5. training with distributed strategies.srt | srt | 8.53 KiB |
| 70 | 13. advanced tensorflow usage/6. using the tpu.mp4 | mp4 | 45.24 MiB |
| 71 | 13. advanced tensorflow usage/6. using the tpu.srt | srt | 6.96 KiB |
| 72 | 13. advanced tensorflow usage/getfreecourses.co.url | url | 116 B |
| 73 | 13. advanced tensorflow usage/how you can help getfreecourses.co.txt | txt | 182 B |
| 74 | 14. low-level tensorflow/1. differences between tensorflow 1.x and tensorflow 2.x.mp4 | mp4 | 38.68 MiB |
| 75 | 14. low-level tensorflow/1. differences between tensorflow 1.x and tensorflow 2.x.srt | srt | 12.20 KiB |
| 76 | 14. low-level tensorflow/2. constants and basic computation.mp4 | mp4 | 40.30 MiB |
| 77 | 14. low-level tensorflow/2. constants and basic computation.srt | srt | 9.63 KiB |
| 78 | 14. low-level tensorflow/3. variables and gradient tape.mp4 | mp4 | 56.05 MiB |
| 79 | 14. low-level tensorflow/3. variables and gradient tape.srt | srt | 13.58 KiB |
| 80 | 14. low-level tensorflow/4. build your own custom model.mp4 | mp4 | 58.55 MiB |
| 81 | 14. low-level tensorflow/4. build your own custom model.srt | srt | 13.28 KiB |
| 82 | 15. in-depth loss functions/1. mean squared error.mp4 | mp4 | 33.77 MiB |
| 83 | 15. in-depth loss functions/1. mean squared error.srt | srt | 11.21 KiB |
| 84 | 15. in-depth loss functions/2. binary cross entropy.mp4 | mp4 | 23.68 MiB |
| 85 | 15. in-depth loss functions/2. binary cross entropy.srt | srt | 7.26 KiB |
| 86 | 15. in-depth loss functions/3. categorical cross entropy.mp4 | mp4 | 31.70 MiB |
| 87 | 15. in-depth loss functions/3. categorical cross entropy.srt | srt | 9.62 KiB |
| 88 | 16. in-depth gradient descent/1. gradient descent.mp4 | mp4 | 34.92 MiB |
| 89 | 16. in-depth gradient descent/1. gradient descent.srt | srt | 9.77 KiB |
| 90 | 16. in-depth gradient descent/2. stochastic gradient descent.mp4 | mp4 | 22.97 MiB |
| 91 | 16. in-depth gradient descent/2. stochastic gradient descent.srt | srt | 5.40 KiB |
| 92 | 16. in-depth gradient descent/3. momentum.mp4 | mp4 | 34.25 MiB |
| 93 | 16. in-depth gradient descent/3. momentum.srt | srt | 7.84 KiB |
| 94 | 16. in-depth gradient descent/4. variable and adaptive learning rates.mp4 | mp4 | 34.85 MiB |
| 95 | 16. in-depth gradient descent/4. variable and adaptive learning rates.srt | srt | 15.15 KiB |
| 96 | 16. in-depth gradient descent/5. adam (pt 1).mp4 | mp4 | 55.12 MiB |
| 97 | 16. in-depth gradient descent/5. adam (pt 1).srt | srt | 16.67 KiB |
| 98 | 16. in-depth gradient descent/6. adam (pt 2).mp4 | mp4 | 52.76 MiB |
| 99 | 16. in-depth gradient descent/6. adam (pt 2).srt | srt | 14.48 KiB |
