Practical statistics for data scientists : 50 essential concepts / Peter Bruce and Andrew Bruce.
By: Bruce, Peter C [author.].
Contributor(s): Bruce, Andrew [author.].
Publisher: Sebastopol, CA : O'Reilly, ©2017Edition: First edition.Description: 298 pages ; illustrations ; 24 cm.Content type: text Media type: unmediated Carrier type: volumeISBN: 9781491952962.Subject(s): Mathematical analysis -- Statistical methods | Quantitative research -- Statistical methods | Big data -- Mathematics | Data Mining | Datenanalyse | StatistikGenre/Form: Print books.
Contents:
Exploratory data analysis -- Data and sampling distributions -- Statistical experiments and significance testing -- Regression and prediction -- Classification -- Statistical machine learning -- Unsupervised learning.
| Current location | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|
| On Shelf | QA276.4 .B78 2017 (Browse shelf) | Available | AU00000000014459 |
Total holds: 0
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| QA276.12 .W57 2017 Statistics / | QA276.15 .S754 2016 The seven pillars of statistical wisdom / | QA276.2 .W66 2015 Core statistics / | QA276.4 .B78 2017 Practical statistics for data scientists : 50 essential concepts / | QA276.4 .E376 2016 Computer age statistical inference : algorithms, evidence, and data science / | QA276.4 .H357 2013 Statistics with Stata : updated for version 12 / | QA276.4 .M655 2019 Introduction to statistics in human performance : using SPSS and R / |
Includes bibliographical references (pages 285-286) and index.
Exploratory data analysis -- Data and sampling distributions -- Statistical experiments and significance testing -- Regression and prediction -- Classification -- Statistical machine learning -- Unsupervised learning.