Video series
MLMW is inherently a text-format guide (books, articles, code) with an exception for these quality videos and podcasts.
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StatQuest with Josh Starmer – this man is a genius, look for ‘BAM’ moments.
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3Blue1Brown by Grant Sanderson – very high quality and pedagogically sound content.
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Machine Learning Street Talk – as suggested by an MLMW reader: “Sometimes a bit too dense for absolute beginners but really good. They list resources, papers and books.”