Practical statistics for data scientists : 50 essential concepts /
Peter Bruce and Andrew Bruce.
- Mumbai : Beijing : Shroff Publishers & Distributors Pvt. Ltd., O'Reilly 2017.
- xvi, 298 p. : illustrations ; 24 cm.
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.
9789352135653
Mathematical analysis--Statistical methods. Quantitative research--Statistical methods. Big data--Mathematics.