TY  - BOOK
AU  - Kroese ,Dirk P.
AU  - Taimre ,Thomas
AU  - Vaisman ,Radislav
TI  - Data Science and Machine Learning : : Mathematical and Statistical Methods  / 
SN  - 9781138492530
AV  - Q325.5 K76 2020
PY  - 2020///
CY  - Boca Raton  : 
PB  - CRC Press , 
KW  - Machine learning
KW  - Mathematics
KW  - Statistical methods
N1  - Includes Index
N2  - "This textbook is a well-rounded, rigorous, and informative work presenting the mathematics behind modern machine learning techniques. It hits all the right notes: the choice of topics is up-to-date and perfect for a course on data science for mathematics students at the advanced undergraduate or early graduate level. This book fills a sorely-needed gap in the existing literature by not sacrificing depth for breadth, presenting proofs of major theorems and subsequent derivations, as well as providing a copious amount of Python code. I only wish a book like this had been around when I first began my journey!" -Nicholas Hoell, University of Toronto
ER  -