What is Mathematics For Machine Learning?

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Mathematics for Machine Learning is a book to be published by Cambridge University Press in the UK, but the e-book has been released and can be seen first. It is a math book for machine learning, the content is not particularly esoteric, it is just right for machine learning, and it is worth taking the time to learn. The content covers linear algebra, advanced mathematics, vector integral, probability theory, optimization and the basic knowledge of machine learning (linear regression, reduced-dimensional principal component analysis, Gaussian mixture model and support vector machine, etc.). Below is the cover and catalogue of the book.

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