Pruning Decision Trees: The Bonsai Master Who Taught ML Engineers When to Stop

A wild tree grows in every direction, consuming resources to reach every corner. A bonsai master knows that strategic cuts create something more beautiful and purposeful. Decision trees face the same choice: grow wild and memorize everything (overfit), or prune strategically and generalize well. Here's how to be the bonsai master of machine learning.