Think Stats, 2nd Edition

Exploratory Data Analysis



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Think Stats, 2nd Edition
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AuthorAllen B. Downey
PublisherO'Reilly Media
Published2014
Pages226
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101491907339
ISBN-139781491907337
EBook Hardcover Paperback

If you know how to program, you have the skills to turn data into knowledge, using tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.

By working with a single case study throughout this thoroughly revised book, you'll learn the entire process of exploratory data analysis - from collecting data and generating statistics to identifying patterns and testing hypotheses. You'll explore distributions, rules of probability, visualization, and many other tools and concepts.


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