Teaching‎ > ‎

Natural Language Processing

Slides

3. Preprocessing (data crawling, HTML parsing, stemming/lemmeatization, tokenization, etc. )  iPython notebook for HTML parsing and regular expression tokenizer
4. POS tagging using HMM
5. N-gram language model
6. Machine Learning basics
7. Feature engineering in NLP
8. Word2vec
9. LDA
Comments