Natural Language Processing

1. Overview [download]

2. Tokenization [download]

3. Math with words [download]

4. Semantic Analysis [download]

5. Neural Networks [download]

6. Word2Vec [download]

7. Convolutional Neural Networks [download]

8. Recurrent Neural Networks [download]

9. Sequence-to-Sequence and Attention-based models [download]

10. Information Extraction [download]