Welcome to Statistical NLP! For this course, the following links should be very useful:
The Python homepage
The Natural Language Toolkit (NLTK) homepage
Information about SSH, from UIS at Georgetown
The companion website to the Manning and Schütze book
A paper by Steven Abney, Statistical Methods and Linguistics
An Information Theory primer by Thomas D. Schneider