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[FTUForum.com] [UDEMY] Deep Learning Plunge into Deep Learning [FTU]

文件类型 收录时间 最后活跃 资源热度 文件大小 文件数量
视频 2021-5-6 18:20 2024-12-19 23:09 203 1.08 GB 36
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文件列表
  1. 1. Introduction/1. Applications of Deep Learning.mp444.71MB
  2. 1. Introduction/2. What is Deep Learning.mp410.69MB
  3. 1. Introduction/3. Why Deep Learning.mp45.63MB
  4. 1. Introduction/4. Why now.mp416.47MB
  5. 2. Fundamentals/1. Hello World of Deep learning.mp45.72MB
  6. 2. Fundamentals/2. Dataset and Features.mp47.34MB
  7. 2. Fundamentals/3. Classification.mp410.13MB
  8. 3. Neural Networks/1. Perceptron.mp4102.93MB
  9. 3. Neural Networks/2. Sigmoid Function.mp443.02MB
  10. 3. Neural Networks/3. Softmax Function.mp455.92MB
  11. 3. Neural Networks/4. One Hot Encoding.mp430.71MB
  12. 3. Neural Networks/5. Activation Functions.mp424.89MB
  13. 3. Neural Networks/6. Logic Gates and XOR Problem.mp414.3MB
  14. 4. Training Neural Networks/1. Cross Entropy.mp436.99MB
  15. 4. Training Neural Networks/10. Drop out.mp47.92MB
  16. 4. Training Neural Networks/11. Vanishing Gradient Problem.mp423.84MB
  17. 4. Training Neural Networks/2. Loss Optimization.mp417.11MB
  18. 4. Training Neural Networks/3. Gradient Descent.mp467.55MB
  19. 4. Training Neural Networks/4. Non Linear Models.mp427.69MB
  20. 4. Training Neural Networks/5. Feed Forward.mp426.94MB
  21. 4. Training Neural Networks/6. Backward Propagation.mp413.6MB
  22. 4. Training Neural Networks/7. Overfitting problem.mp430.17MB
  23. 4. Training Neural Networks/8. Early Stopping.mp426.06MB
  24. 4. Training Neural Networks/9. Regularization.mp421.39MB
  25. 5. Convolution Neural Networks/1. Need for feature extraction.mp441.5MB
  26. 5. Convolution Neural Networks/2. Preprocessing.mp410.18MB
  27. 5. Convolution Neural Networks/3. Convolution Operation.mp4226.33MB
  28. 5. Convolution Neural Networks/4. Pooling Layer.mp429.92MB
  29. 5. Convolution Neural Networks/5. Flattening.mp415.11MB
  30. 6. Sequence Models/1. Recurrent Neural Networks.mp440.64MB
  31. 6. Sequence Models/2. LSTMs.mp418.65MB
  32. 6. Sequence Models/3. Architecture of LSTMs.mp420.03MB
  33. 6. Sequence Models/4. Forget Gate.mp416.91MB
  34. 6. Sequence Models/5. Learn Gate.mp49.62MB
  35. 6. Sequence Models/6. Remember Gate.mp42.41MB
  36. 6. Sequence Models/7. Use Gate.mp44.17MB
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