Build a decision tree classifier from scratch: pick splits by Gini or entropy, then predict.

A from-scratch classic that tests recursion plus the split criterion math. The signal is computing impurity correctly, choosing the best threshold by information gain, and knowing the stopping rules. Here is a clean recursive implementation.

Updated Aug 2026 · Grounded in real Applied AI Engineer interview loops and written to a senior-engineer editorial bar.