Rogers, Simon <br/><br/>
A First course in machine learning/ 
by Simon Rogers & Mark Girolami 
 - 2nd ed. 
 - Boca Raton:  CRC Press,  c2020. 
 - xxix, 397 p. 
<br/><br/>Includes bibliographical references and index. 
<br/><br/> 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 
<br/><br/><label>ISBN: </label>9781032937908 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Database Management <br/>Data Mining<br/>Statistics
<br/><br/><label>Dewey Class. No.: </label>006.31 ROG