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readonlyacct20 karma

Few questions:

1) What mathematics background do you need to read your book?

2) What level of mathematics should the ML practitioner know?

3) Related to 2, but this question is more targeted at the research level. What areas of mathematics should someone master to do research in Deep Learning? Are areas like Real Analysis, Functional Analysis, Measure theory necessary? Or some other areas not mentioned here..?