Bayesian Optimization, Machine Learning, AI, Hyperparameter Tuning.
hyperparameter tuning methods like random search and grid search, which evaluate parameter values independently without considering outcomes from previous iterations, Bayesian optimization leverages results from previous evaluations. This significantly reduces the time needed to find the best