To my #datascience friends -- I am looking to expand my knowledge and abilities with machine learning and NLP. What courses / areas of study do you feel are essential as prerequisites for ML?
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How confident are you in linear algebra? It’s not at all required but it helps a lot with your under the hood intuition. I never took it in school but this yt series helped me get the basics: youtube.com/playlist?list=
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This is great! I definitely need to brush up on it. I was thinking for maths that statistics, linear algebra and calculus would be a good ground-floor for ML.

