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winner of the 2022 Singapore Literature Prize
and that place
ISBN: 9798991106900
massive monsters
first-of-its-kind box set tribute
The Mathematics of Machine Learning: Lectures on Supervised Methods and Beyond -- Maria Han Veiga, Paperback Art Makers winner of the 2022 SingaporeThis book is an introduction to machine learning, with a strong focus on the mathematics behind the standard algorithms and techniques in the field, aimed at senior undergraduates and early graduate students of Mathematics. There is a focus on well known supervised machine learning algorithms, detailing the existing theory to provide some theoretical guarantees, featuring intuitive proofs and exposition of the material in a concise and precise manner.
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