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Archive: Statistical Machine Learning and Big-p, Big-n, Complex Data

1,896 views · Published 13 January 2014 · 57:41 · Indexed 4 November 2026

Channel: UW Video · 2014 · Education

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The modern statistical machine is used to process, organize, and interpret relationships between data.  Recently, learning methods are proving insufficient and pose three key challenges with data as it often has a large number of features, a large number of data instances, and is complex. Throughout this episode, Pradeep Ravikumar, Assistant Professor in the department of computer science at the University of Texas at Austin, discusses a new approach to statistical modeling and addresses how to avoid these challenges.

Pradeep Ravikumar, CMU/UT, Austin

2/12/2013
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