Course Materials

Textbook

• Natural Language Processing in Python (Version 0.9.5)
  Steven Bird, Ewan Klein and Edward Loper

Topics

1. Introduction
2. Python and IDLE
3. Strings and Lists
4. More Python
5. Counting with Dictionaries
6. Regular Expressions
7. Words and WordNet
8. Texts, Files and Corpora
9. Tokenization with Regular Expressions
10. Frequency Distributions
11. Bigrams and Collocations
12. Part-of-Speech Tagging
13. Tagging with Regular Expressions
14. Tagging with N-Grams

© 2006-2008 Graham Wilcock