Mathematical Analysis of Machine Learning Algorithms

Mathematical Analysis of Machine Learning Algorithms is the book for those of us who are familiar with  or perhaps experts in applying machine learning algorithms; thus, this is recommended as an advanced second study of statistical learning techniques. This text serves as an excellent (and somewhat rare) account of the underlying mathematics of machine learning that one would not normally come across in its day to day use. This text includes detailed theoretical descriptions of advanced machine learning techniques such as reinforcement learning and online learning. Hence, this book provides an excellent introduction to theoretical aspects of machine learning for those who are willing to learn and appreciate the mathematical complexity of the underlying algorithms and statistics. 


Mathematical Analysis of Machine Learning Algorithms 

by Tony Zhang 

ISBN: 9781009093057

Price: £ 44.99

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