Tools
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