Machine Learning Meetup Notes: 2010-04-21

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Overview

Mike S talked about linear regression.
Overview of linear least squares
Talked about gradient descent
Passed around some python code for doing least squares

Details

Some good books on linear regression:
- Excellent ebook: http://www-stat.stanford.edu/~tibs/ElemStatLearn/
- Classic ML Book: http://www.amazon.com/Pattern-Classification-2nd-Richard-Duda/dp/0471056693
- Another ML Book (passed around in meetup): http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738

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