TY  - BOOK
AU  - Rogers, Simon
ED  - Girolami, Mark
TI  - A First course in machine learning
SN  - 9781032937908
U1  - 006.31 ROG 
PY  - 2020///
CY  - Boca Raton
PB  - CRC Press
KW  - Database Management
KW  - Data Mining
KW  - Statistics
N1  - Includes bibliographical references and index
N2  - The new edition of A First Course in Machine Learning by Rogers and Girolami is an excellent introduction to the use of statistical methods in machine learning. The book introduces concepts such as mathematical modeling, inference, and prediction, providing ‘just in time’ the essential background on linear algebra, calculus, and probability theory that the reader needs to understand these concepts
ER  -