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

大小 1.08 GB

文件数 42

Info Hash: 293A7F57B5BE044E51940205653C3449E33670E5

收录时间 2025-12-27 14:35:52

更新时间 2025-12-27 14:35:52

文件列表 (42)

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1. Introduction/1. Applications of Deep Learning.mp4

44.71 MB

1. Introduction/2. What is Deep Learning.mp4

10.69 MB

1. Introduction/3. Why Deep Learning.mp4

5.63 MB

1. Introduction/4. Why now.mp4

16.47 MB

2. Fundamentals/1. Hello World of Deep learning.mp4

5.72 MB

2. Fundamentals/2. Dataset and Features.mp4

7.34 MB

2. Fundamentals/3. Classification.mp4

10.13 MB

3. Neural Networks/1. Perceptron.mp4

102.93 MB

3. Neural Networks/2. Sigmoid Function.mp4

43.02 MB

3. Neural Networks/3. Softmax Function.mp4

55.92 MB

3. Neural Networks/4. One Hot Encoding.mp4

30.71 MB

3. Neural Networks/5. Activation Functions.mp4

24.89 MB

3. Neural Networks/6. Logic Gates and XOR Problem.mp4

14.3 MB

4. Training Neural Networks/1. Cross Entropy.mp4

36.99 MB

4. Training Neural Networks/10. Drop out.mp4

7.92 MB

4. Training Neural Networks/11. Vanishing Gradient Problem.mp4

23.84 MB

4. Training Neural Networks/2. Loss Optimization.mp4

17.11 MB

4. Training Neural Networks/3. Gradient Descent.mp4

67.55 MB

4. Training Neural Networks/4. Non Linear Models.mp4

27.69 MB

4. Training Neural Networks/5. Feed Forward.mp4

26.94 MB

4. Training Neural Networks/6. Backward Propagation.mp4

13.6 MB

4. Training Neural Networks/7. Overfitting problem.mp4

30.17 MB

4. Training Neural Networks/8. Early Stopping.mp4

26.06 MB

4. Training Neural Networks/9. Regularization.mp4

21.39 MB

5. Convolution Neural Networks/1. Need for feature extraction.mp4

41.5 MB

5. Convolution Neural Networks/2. Preprocessing.mp4

10.18 MB

5. Convolution Neural Networks/3. Convolution Operation.mp4

226.33 MB

5. Convolution Neural Networks/4. Pooling Layer.mp4

29.92 MB

5. Convolution Neural Networks/5. Flattening.mp4

15.11 MB

6. Sequence Models/1. Recurrent Neural Networks.mp4

40.64 MB

6. Sequence Models/2. LSTMs.mp4

18.65 MB

6. Sequence Models/3. Architecture of LSTMs.mp4

20.03 MB

6. Sequence Models/4. Forget Gate.mp4

16.91 MB

6. Sequence Models/5. Learn Gate.mp4

9.62 MB

6. Sequence Models/6. Remember Gate.mp4

2.41 MB

6. Sequence Models/7. Use Gate.mp4

4.17 MB

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