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Machine Learning Mathematics Roadmap — How much math is required? Machine Learning by Himanshu Ramchandani Linear Algebra, Statistics, Probability, Objective Functions, Regularization, Information Theory, Optimization, Distribution Contents FREE Resources - Chapter 1 — Linear Algebra Chapter 2 —