Machine Learning, Cross Validation, K Fold, Grid Search, Random Search.
computationally expensive than grid search but may not find the optimal combination. Bayesian Optimization: An intelligent search method that uses probabilistic models to guide the search for optimal hyperparameters, based on prior evaluations. This method is more efficient than grid and random