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Think Stats Exploratory Data Analysis

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ISBN-10: 1491907339

ISBN-13: 9781491907337

Edition: 2nd 2014

Authors: Allen B. Downey

List price: $27.99
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Description:

If you know how to program, you have the skills to turn data into knowledge using the tools of probability and statistics. This concise introduction shows you how to perform statistical analysis computationally, rather than mathematically, with programs written in Python.You'll work with a case study throughout the book to help you learn the entire data analysis process—from collecting data and generating statistics to identifying patterns and testing hypotheses. Along the way, you'll become familiar with distributions, the rules of probability, visualization, and many other tools and concepts. The new edition switches over to Pandas for data processing. It also includes new chapters on…    
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Book details

List price: $27.99
Edition: 2nd
Copyright year: 2014
Publisher: O'Reilly Media, Incorporated
Publication date: 10/28/2014
Binding: Paperback
Pages: 226
Size: 7.00" wide x 9.25" long x 0.75" tall
Weight: 1.056
Language: English

Allen Downey is an Associate Professor of Computer Science at the Olin College of Engineering. He has taught computer science at Wellesley College, Colby College and U.C. Berkeley. He has a Ph.D. in Computer Science from U.C. Berkeley and Master's and Bachelor's degrees from MIT.