Hyperparameter Tuning - What is an example of hyperparameter optimization?

When optimizing hyperparameters, grid search is a typical example. Data scientists and machine learning engineers go through this procedure by first determining a range of possible values for the hyperparameters. All conceivable permutations of these parameters are subsequently evaluated by the algorithm.