[PDF/ePub] Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python - Peter Bruce
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Practical Statistics for Data Scientists: 50+ Essential Concepts Using R and Python - Peter Bruce
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DESCRIPTION BOOK : Statistical methods are a key part of data science, yet few data scientists have formal statistical training. Courses and books on basic statistics rarely cover the topic from a data science perspective. The second edition of this popular guide adds comprehensive examples in Python, provides practical guidance on applying statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not.Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you're familiar with the R or Python programming languages and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format.With this book, you'll learn:Why exploratory data analysis is a key preliminary step in data scienceHow random sampling can reduce bias and yield a higher-quality dataset, even with big dataHow the principles of experimental design yield definitive answers to
DETAIL BOOK :
Author : Peter Bruce
Pages : 368 pages
Publisher : O'Reilly Media
Language :
ISBN-10 : 149207294X
ISBN-13 : 9781492072942
Supporting format: PDF, EPUB, Kindle, Audio, MOBI, HTML, RTF, TXT, etc.
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