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Practical statistics for data scientists : 50 essential concepts

Author: Peter C Bruce; Andrew Bruce
Publisher: Sebastopol, CA : O'Reilly, 2017.
Edition/Format:   Print book : English : First editionView all editions and formats
Summary:
This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not.
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Document Type: Book
All Authors / Contributors: Peter C Bruce; Andrew Bruce
ISBN: 9781491952962 1491952962
OCLC Number: 936003166
Description: xvi, 298 pages : illustrations ; 24 cm
Contents: Exploratory data analysis --
Data and sampling distributions --
Statistical experiments and significance testing --
Regression and prediction --
Classification --
Statistical machine learning --
Unsupervised learning.
Responsibility: Peter Bruce and Andrew Bruce.

Abstract:

This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not.  Read more...

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