There are multiple ways to perform hyperparameter tuning with machine learning algorithms. Can you explain the differences between grid search CV and random search CV?

Interview question asked to Machine Learning Engineers interviewing at Babylon Health, Roofstock, Bloomberg and others: There are multiple ways to perform hyperparameter tuning with machine learning algorithms. Can you explain the differences between grid search CV and random search CV?.