Grid Search, Hyperparameter Tuning, Machine Learning, Data Science, Fine Tuning.
optimization process. 3. No Assumptions Required: Unlike other optimization techniques that rely on heuristics or assumptions about the underlying distribution of hyperparameters, Grid Search does not make any assumptions and can be applied universally to any machine learning algorithm. 4.