Class meeting for 10-605 2012 01 17

This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2012.

Slides

• Slides in Powerpoint (draft)
• Slides in PDF - coming

Readings for the Class

• The Unreasonable Effectiveness of Data - Halevy, Pereira, Norvig

Also discussed

• William W. Cohen (1993): Efficient pruning methods for separate-and-conquer rule learning systems in IJCAI 1993: 988-994
• William W. Cohen (1995): Fast effective rule induction in ICML 1995: 115-123.
• Scaling to very very large corpora for natural language disambiguation, Banko & Brill, ACL 2001