TTIC 31020: Introduction to Statistical Machine Learning

Autumn 2011




General info

Course calendar (lectures, handouts etc.)

Resources

General course info

Instructor:
Greg Shakhnarovich, greg@ttic.edu
TA:
Patrick Donovan, donovan@ttic.edu
Time:
Tuesday/Thursday 3-4:20pm
Location:
TTIC 526 (6045 S. Kenwood Ave., 5th floor)

Books

There is no official textbook for the class, however some books could be very helpful:
C. M. Bishop
Pattern Recognition and Machine Learning
This is the most relevant book for the class
T. Hastie, R. Tibshirani and J. H. Friedman
The Elements of Statistical Learning
a close second