Title:
Data Science An Introduction to Statistics and Machine Learning
Author:
Plaue, Matthias. author.
ISBN:
9783662678824
Edition:
1st ed. 2023.
Physical Description:
XXIV, 361 p. online resource.
Contents:
Preface -- Part I Basics -- 1 Elements of data organization -- 2 Descriptive statistics -- Part II Stochastics -- 3 Probability theory -- 4 Inferential statistics -- 5 Multivariate statistics -- Part III Machine learning -- 6 Supervised machine learning -- 7 Unsupervised machine learning -- 8 Applications of machine learning -- Appendix -- A Exercises with answers -- B Mathematical preliminaries -- Supplementary literature -- Index.
Added Corporate Author:
Electronic Access:
https://doi.org/10.1007/978-3-662-67882-4Copies:
Available:*
Library | Material Type | Item Barcode | Shelf Number | Status | Item Holds |
|---|---|---|---|---|---|
Searching... | E-Book | 520347-1001 | XX(520347.1) | Searching... | Searching... |