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1. Functions & Graphs

The absolute basics: what a function is, how to read a graph, and the three function families (linear, polynomial, exponential/logarithmic) that show up everywhere in ML.

  1. ▷ 1. What Is a Function?
  2. 🔒 2. Linear Functions: y = mx + b
  3. 🔒 3. Polynomials, Exponentials & Logarithms