TY  - BOOK
AU  - Plaue, Matthias 
TI  - Data science: : an introduction to statistics and machine learning 
SN  - 9783662678817
U1  - 006.312 PLA 
PY  - 2023///
CY  - Germany
PB  - Springer Nature, 
KW  - Data modeling
KW  - Statistics
KW  - Probability
KW  - Machine learning
N1  - Includes bibliographical references and index
N2  - This textbook provides an easy-to-understand introduction to the mathematical concepts and algorithms at the foundation of data science. It covers essential parts of data organization, descriptive and inferential statistics, probability theory, and machine learning. These topics are presented in a clear and mathematical sound way to help readers gain a deep and fundamental understanding. Numerous application examples based on real data are included. The book is well-suited for lecturers and students at technical universities, and offers a good introduction and overview for people who are new to the subject. Basic mathematical knowledge of calculus and linear algebra is required
ER  -