Data Science An Introduction to Statistics and Machine Learning
by
Plaue, Matthias. author.
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
:
SpringerLink (Online service)
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
---|
Online Library | E-Book | 520347-1001 | XX(520347.1) | | Elektronik Kütüphane |