November 2017
Beginner
286 pages
8h 13m
English
book
Statistics for Data Science
by James C. Mott, Rajprasath Subramanian, Shaikh Salamatullah, James D. Miller, Vijayakumar Ramdoss
Content preview from Statistics for Data Science
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Regularization for Database Improvement
In this chapter, we will introduce the idea of statistical regularization to improve data models in an effort to help comprehend what statistical regularization is, why it is important as well as to feel comfortable with the various statistical regularization methods.
In this chapter, we've organized information into the following areas:
- Statistical regularization
- Using data to understand statistical regularization
- Improving data or a data model
- Using R for statistical regularization
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.