ISL's demanding older sibling. The reference for the mathematics of classical ML.
Stanford University
Free course websites, lecture videos, and resources from Stanford courses and programs, including CS229, CS231n, and CS224N.
Picks from Stanford University
Matt Abrahams on one focused communication skill per episode. Short and practical.
The standard NLP course, now centered on transformers and LLMs. Lectures are free online.
Stanford's legendary vision course. The assignments make you implement everything yourself.
Thousands of talks from founders and investors, searchable by topic. A lifetime of free lectures.
Stanford's hugely popular talk on speaking off the cuff. Practical techniques for impromptu moments.
The mathematical version of Ng's course. Its lecture notes are among the best written on ML.
Stanford's iOS course with free lectures. Fast and conceptual — excellent right after the basics.
Free method cards and activities from Stanford. Great for running your first design workshop.
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