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Practical statistics for data scientists : 50 essential concepts

Author
Bruce, Peter C., 1953- author.
Title
Practical statistics for data scientists : 50 essential concepts / Peter Bruce and Andrew Bruce.
Format
Book
Edition
First edition.
Published
Sebastopol, CA : O'Reilly, 2017.
Description
xvi, 298 pages : illustrations ; 24 cm
Other contributors
Bruce, Andrew, 1958- author.
Notes
Includes bibliographical references (pages 285-286) and index.
Contents
  • Exploratory data analysis
  • Data and sampling distributions
  • Statistical experiments and significance testing
  • Regression and prediction
  • Classification
  • Statistical machine learning
  • Unsupervised learning.
Subject headings
Mathematical analysis--Statistical methods. Quantitative research--Statistical methods. Big data--Mathematics.
ISBN
9781491952962 (paperback) 1491952962

Holdings

Library
Blmgtn - Sciences Library
Call Number
QA276.4 P73 2017
Location
Checked out Due: 11-16-2022
Library
Columbus - University Library of Columbus
Call Number
QA276.4 .P73 2017
Location
Columbus Library - Stacks
text this call number