deep.com -移花宫 -武林禁地，闲人禁止入内

1. Welcome/1. Introduction.mp4 8.1 MB
1. Welcome/2. Outline and Perspective.mp4 7.8 MB
1. Welcome/3. How to Succeed in this Course.mp4 3.5 MB
2. Review/1. Review of CNNs.mp4 19.4 MB
2. Review/2. Where to get the code and data.mp4 2.3 MB
2. Review/3. Fashion MNIST.mp4 3.5 MB
2. Review/4. Review of CNNs in Code.mp4 8.0 MB
3. VGG and Transfer Learning/1. VGG Section Intro.mp4 2.8 MB
3. VGG and Transfer Learning/2. What's so special about VGG.mp4 12.8 MB
3. VGG and Transfer Learning/3. Transfer Learning.mp4 7.6 MB
3. VGG and Transfer Learning/4. Relationship to Greedy Layer-Wise Pretraining.mp4 4.1 MB
3. VGG and Transfer Learning/5. Getting the data.mp4 1.9 MB
3. VGG and Transfer Learning/6. Code pt 1.mp4 12.1 MB
3. VGG and Transfer Learning/7. Code pt 2.mp4 9.0 MB
3. VGG and Transfer Learning/8. Code pt 3.mp4 4.4 MB
3. VGG and Transfer Learning/9. VGG Section Summary.mp4 3.3 MB
4. ResNet (and Inception)/1. ResNet Section Intro.mp4 2.9 MB
4. ResNet (and Inception)/10. Exercise Apply ResNet.mp4 2.2 MB
4. ResNet (and Inception)/11. Applying ResNet.mp4 3.8 MB
4. ResNet (and Inception)/12. 1x1 Convolutions.mp4 3.3 MB

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10_ Annex 2 - Recurrent Neural Networks/66_ Plan of Attack.mp4 4.4 MB
10_ Annex 2 - Recurrent Neural Networks/67_ What are Recurrent Neural Networks.mp4 39.2 MB
10_ Annex 2 - Recurrent Neural Networks/68_ Vanishing Gradient Problems for RNNs.mp4 30.4 MB
10_ Annex 2 - Recurrent Neural Networks/69_ Long Short Term Memory.mp4 48.2 MB
10_ Annex 2 - Recurrent Neural Networks/70_ Practical Intuition.mp4 55.4 MB
10_ Annex 2 - Recurrent Neural Networks/71_ Long Short Term Memory Variations.mp4 7.7 MB
1_ Welcome to the course!/01_ Get Excited!.mp4 14.8 MB
1_ Welcome to the course!/02_ Applications.mp4 10.2 MB
2_ Deep NLP Intuition/03_ Plan of Attack.mp4 7.3 MB
2_ Deep NLP Intuition/04_ Types of Natural Language Processing.mp4 8.2 MB
2_ Deep NLP Intuition/05_ Classical vs Deep Learning Models.mp4 24.3 MB
2_ Deep NLP Intuition/06_ End-to-end Deep Learning Models.mp4 31.4 MB
2_ Deep NLP Intuition/07_ Bag-of-words model.mp4 35.7 MB
2_ Deep NLP Intuition/08_ Seq2Seq Architecture (Part 1).mp4 25.1 MB
2_ Deep NLP Intuition/09_ Seq2Seq Architecture (Part 2).mp4 24.3 MB
2_ Deep NLP Intuition/10_ Seq2Seq Training.mp4 23.6 MB
2_ Deep NLP Intuition/11_ Beam Search Decoding.mp4 18.9 MB
2_ Deep NLP Intuition/12_ Attention Mechanisms (Part 1).mp4 32.3 MB
2_ Deep NLP Intuition/13_ Attention Mechanisms (Part 2).mp4 21.3 MB
3_ Building a ChatBot with Deep NLP/14_ ChatBot - Step 1.mp4 9.3 MB

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