foundations/

Engineering
Foundations

First-principles primers on the concepts every engineer builds on — starting with machine learning from zero.

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foundations/machine-learning/

Machine Learning, From Zero

What a model really is, how it learns from data instead of from rules you write, and the four kinds of machine-learning system — built from first principles, one plain idea at a time.