How do I start learning Maths for machine learning?

Many machine learning books tell you that having a working knowledge of linear algebra. I would argue that you need a lot more than that. Extensive experience with linear algebra is a must-have—machine learning algorithms squeeze every last bit out of vector spaces and matrix mathematics.

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