Single-variable calculus from first principles
Two functions run the entire show in machine learning: the exponential eˣ and its inverse, the natural logarithm ln(x). They turn up in probabilities, in loss functions, in growth and decay. Getting comfortable with them now pays off everywhere later.
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▶ Exponential & Logarithm