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I dropped out of high school and managed to became an Applied Scientist at Amazon by self-learning math (and other ML skills).

TIME STAMP IS IN COMMENT SECTION For a lot of higher level courses in Machine Learning and Data Science, you find you ...

The essential math skills you need in artificial intelligence and machine learning, including linear algebra, calculus, probability, ...

Mathematics for machine learning will teach you all of the maths you need for machine learning. And it's available for free!