[Colloquium] Course Announcement: Introduction to Machine Learning, TTIC 31020

[Julia MacGlashan]

*Correction:  this course will be held in room # 526.*


On Fri, Sep 24, 2010 at 9:34 AM, Julia MacGlashan <macglashan at tti-c.org>wrote:

> **** Course announcement:  Introduction to Machine Learning, TTIC 31020
> (Autumn 2010)
> Instructor: Greg Shakhnarovich
> Time: MWF 9:30am-10:20am
> Location: TTIC 530 (6045 S. Kenwood Ave., 5th floor)- *moved to room # 526
> *
>
> A systematic introduction to machine learning, covering theoretical as well
> as practical aspects of the use of statistical methods. Topics include
> linear models for classification and regression, support vector machines,
> regularization and model selection, and introduction to graphical models.
> Application examples are taken from areas like information retrieval,
> natural language processing, computer vision and others.
>
> Prerequisites: familiarity with basic probability and algebra (the course
> will include refresher/tutorial on these topics).
>
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