dp-100-data-scientist-assoc video for scenario: Damage Control (DC), a startup construction and repair company, has been contracted by S.H.I.E.L.D. to assist
Scenario: Damage Control (DC), a startup construction and repair company, has been contracted by S.H.I.E.L.D. to assist with clean-up and reconstruction efforts following super-villain attacks on New York City. The company is led by CEO Mac Porter. Mac has brought you on board as a Microsoft Expert to consult on Azure projects, including machine learning optimization. One project involves optimizing hyperparameters for a machine learning model, and the team must sample the hyperparameter space according to these requirements: Hyperparameters are discrete. All possible combinations of hyperparameter values must be evaluated. The team seeks your advice on which sampling technique to use for their optimization process. Question: Which sampling technique should you recommend to the team, given their need to evaluate all combinations of discrete hyperparameter values?