Editing Machine Learning Meetup Notes: 2010-04-21
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*Talked about gradient descent | *Talked about gradient descent | ||
*Passed around some python code for doing least squares | *Passed around some python code for doing least squares | ||
=== Details === | === Details === | ||
*Some good books | *Some good books on linear regression: | ||
**Excellent ebook: http://www-stat.stanford.edu/~tibs/ElemStatLearn/ | **Excellent ebook: http://www-stat.stanford.edu/~tibs/ElemStatLearn/ | ||
**Classic ML Book: http://www.amazon.com/Pattern-Classification-2nd-Richard-Duda/dp/0471056693 | **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 | **Another ML Book (passed around in meetup): http://www.amazon.com/Pattern-Recognition-Learning-Information-Statistics/dp/0387310738 | ||