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Practical statistics for data scientists : 50 essential concepts / Peter Bruce, Andrew Bruce and Peter Gedeck.

By: Contributor(s): Material type: TextTextPublisher: Sebastopol, CA : O'Reilly, 2017Edition: First editionDescription: xvi, 342 pages : illustrations ; 26 cmISBN:
  • 9788194435006
Subject(s): DDC classification:
  • 001.422 23 BRP
Contents:
Exploratory data analysis -- Data and sampling distributions -- Statistical experiments and significance testing -- Regression and prediction -- Classification -- Statistical machine learning -- Unsupervised learning.
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Includes bibliographical references and index.

Exploratory data analysis -- Data and sampling distributions -- Statistical experiments and significance testing -- Regression and prediction -- Classification -- Statistical machine learning -- Unsupervised learning.

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