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Machine Learning: An Applied Mathematics Introduction covers the essential mathematics behind all of the following topics
The book includes many real-world examples from a variety of fields including
Paul Wilmott brings three decades of experience in mathematics education, and his inimitable style, to the hottest of subjects. This book is an accessible introduction for anyone who wants to understand the foundations but also wants to "get to the meat without having to eat too many vegetables."