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> my argument is, if you can not understand what the chain rule is, you will not understand more complicated mathematics in ML.

Are you sure about this?



yes. in europe admission into an ML-type masters degree lists all three standard levels of mathematical analysis as a bare minimum for application


If by understand, you mean understand and not regurgitate it when asked as a trivia question - I agree with you. However, there are different interpretations of the chain rule.




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