Artificial Intelligence
Hyperparameter Tuning Methods: Grid, Random, and Bayesian Search
Grid, random, and Bayesian search are the three workhorses of hyperparameter tuning — and picking the wrong one can burn days of compute for nothing. This guide breaks down how each method works, where it shines, where it fails, and how to combine them into a practical tuning strategy.