Mathematics for Machine Learning

A visual study book

Rajesh Ranjan Mahapatra

Build a working understanding of linear algebra, geometry, calculus, probability and optimisation, then connect the mathematics to regression, principal components, mixture models and support vector machines.

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This book is being prepared for publication on Kindle. The free online edition and downloads have been withdrawn in the meantime.