Question: what is the difference between grid search and random search?
Answer: In Grid Search, the data scientist sets up a grid of hyperparameter values and for each combination, trains a model and scores on the testing data. ... By contrast, Random Search sets up a grid of hyperparameter values and selects random combinations to train the model and score.