The typical answer is the chain from Linear Algebra to Advanced ML, but I skipped Probability because it seemed abstract then. Now, seeing my son’s job anxieties in tech, I realise skipping a link weakens the whole structure, just like my own pension calculations—miss one variable and the future feels shaky. So I’d say, don’t skip the maths, yaar; it’s the prerequisite you need most when the models get real.
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