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[FTUForum.com] [UDEMY] Deep Learning Plunge into Deep Learning [FTU]
magnet:?xt=urn:btih:293a7f57b5be044e51940205653c3449e33670e5&dn=[FTUForum.com] [UDEMY] Deep Learning Plunge into Deep Learning [FTU]
磁力链接详情
Hash值:
293a7f57b5be044e51940205653c3449e33670e5
点击数:
206
文件大小:
1.08 GB
文件数量:
36
创建日期:
2021-5-6 18:20
最后访问:
2024-12-23 04:01
访问标签:
FTUForum
com
UDEMY
Deep
Learning
Plunge
into
Deep
Learning
FTU
文件列表详情
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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