Main Title |
Practical statistics for data scientists : 50 essential concepts / |
Author |
Bruce, Peter C.,
|
Other Authors |
|
Publisher |
O'Reilly, |
Year Published |
2017 |
OCLC Number |
936003166 |
ISBN |
9781491952962; 1491952962 |
Subjects |
Mathematical analysis--Statistical methods ;
Quantitative research--Statistical methods ;
Big data--Mathematics
|
Holdings |
Library |
Call Number |
Additional Info |
Location |
Last Modified |
Checkout Status |
EKBM |
QA276.4.P73 2017 |
|
Research Triangle Park Library/RTP, NC |
10/12/2017 |
|
Edition |
First edition. |
Collation |
xvi, 298 pages : illustrations ; 24 cm |
Notes |
Includes bibliographical references (pages 285-286) and index. |
Contents Notes |
Exploratory data analysis -- Data and sampling distributions -- Statistical experiments and significance testing -- Regression and prediction -- Classification -- Statistical machine learning -- Unsupervised learning. |