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[UdemyCourseDownloader] Deep Learning Advanced NLP and RNNs
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2019-2-20 20:13
2024-11-2 10:56
128
3.01 GB
62
磁力链接
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Deep
Learning
Advanced
NLP
and
RNNs
文件列表
8. Appendix/2. Windows-Focused Environment Setup 2018.mp4
193.26MB
1. Welcome/1. Introduction.mp4
14.42MB
1. Welcome/2. Outline.mp4
16.14MB
1. Welcome/3. Where to get the code.mp4
19.58MB
1. Welcome/4. How to Succeed in this Course.mp4
17.41MB
2. Review/1. Review Section Introduction.mp4
20.75MB
2. Review/2. What is a word embedding.mp4
57.53MB
2. Review/3. Using word embeddings.mp4
18.67MB
2. Review/4. What is a CNN.mp4
61.97MB
2. Review/5. Where to get the data.mp4
27.15MB
2. Review/6. CNN Code (part 1).mp4
148.61MB
2. Review/7. CNN Code (part 2).mp4
59.29MB
2. Review/8. What is an RNN.mp4
56.61MB
2. Review/9. GRUs and LSTMs.mp4
49.64MB
2. Review/10. Different Types of RNN Tasks.mp4
56.79MB
2. Review/11. A Simple RNN Experiment.mp4
56MB
2. Review/12. RNN Code.mp4
31.1MB
2. Review/13. Review Section Summary.mp4
19.64MB
3. Bidirectional RNNs/1. Bidirectional RNNs Motivation.mp4
33.35MB
3. Bidirectional RNNs/2. Bidirectional RNN Experiment.mp4
48.7MB
3. Bidirectional RNNs/3. Bidirectional RNN Code.mp4
22.72MB
3. Bidirectional RNNs/4. Image Classification with Bidirectional RNNs.mp4
32.78MB
3. Bidirectional RNNs/5. Image Classification Code.mp4
48.62MB
3. Bidirectional RNNs/6. Bidirectional RNNs Section Summary.mp4
13.99MB
4. Sequence-to-sequence models (Seq2Seq)/1. Seq2Seq Theory.mp4
32.51MB
4. Sequence-to-sequence models (Seq2Seq)/2. Seq2Seq Applications.mp4
16.12MB
4. Sequence-to-sequence models (Seq2Seq)/3. Decoding in Detail and Teacher Forcing.mp4
31.13MB
4. Sequence-to-sequence models (Seq2Seq)/4. Poetry Revisited.mp4
12.47MB
4. Sequence-to-sequence models (Seq2Seq)/5. Poetry Revisited Code 1.mp4
82.59MB
4. Sequence-to-sequence models (Seq2Seq)/6. Poetry Revisited Code 2.mp4
66.56MB
4. Sequence-to-sequence models (Seq2Seq)/7. Seq2Seq in Code 1.mp4
84.34MB
4. Sequence-to-sequence models (Seq2Seq)/8. Seq2Seq in Code 2.mp4
50.59MB
4. Sequence-to-sequence models (Seq2Seq)/9. Seq2Seq Section Summary.mp4
13.63MB
5. Attention/1. Attention Section Introduction.mp4
8.41MB
5. Attention/2. Attention Theory.mp4
61.82MB
5. Attention/3. Teacher Forcing.mp4
7.18MB
5. Attention/4. Helpful Implementation Details.mp4
40.88MB
5. Attention/5. Attention Code 1.mp4
99.94MB
5. Attention/6. Attention Code 2.mp4
41.6MB
5. Attention/7. Visualizing Attention.mp4
10.43MB
5. Attention/8. Building a Chatbot without any more Code.mp4
76.15MB
5. Attention/9. Attention Section Summary.mp4
13.88MB
6. Memory Networks/1. Memory Networks Section Introduction.mp4
39.23MB
6. Memory Networks/2. Memory Networks Theory.mp4
30.4MB
6. Memory Networks/3. Memory Networks Code 1.mp4
79.62MB
6. Memory Networks/4. Memory Networks Code 2.mp4
53.55MB
6. Memory Networks/5. Memory Networks Code 3.mp4
55.85MB
6. Memory Networks/6. Memory Networks Section Summary.mp4
16.11MB
7. Basics Review/1. (Review) Keras Discussion.mp4
27.64MB
7. Basics Review/2. (Review) Keras Neural Network in Code.mp4
66.11MB
7. Basics Review/3. (Review) Keras Functional API.mp4
38.6MB
8. Appendix/1. What is the Appendix.mp4
17.68MB
8. Appendix/3. How to How to install Numpy, Theano, Tensorflow, etc....mp4
166.45MB
8. Appendix/4. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
115.85MB
8. Appendix/5. How to Succeed in this Course (Long Version).mp4
39.01MB
8. Appendix/6. How to Code by Yourself (part 1).mp4
82.11MB
8. Appendix/7. How to Code by Yourself (part 2).mp4
56.22MB
8. Appendix/8. Proof that using Jupyter Notebook is the same as not using it.mp4
78.26MB
8. Appendix/9. What order should I take your courses in (part 1).mp4
88.04MB
8. Appendix/10. What order should I take your courses in (part 2).mp4
122.65MB
8. Appendix/11. Python 2 vs Python 3.mp4
18.79MB
8. Appendix/12. BONUS Where to get discount coupons and FREE deep learning material.mp4
13.07MB
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