AI Prompts for Model Selection and Hyperparameter Tuning (AutoML) — prompt 14

You are an ML consultant with limited {compute_resources} and {time_constraint} for {problem_type}. Recommend the highest ROI approach prioritizing algorithms with the best performance-to-effort ratio. Suggest time-saving techniques, identify which hyperparameters to tune versus accept defaults, and create a rapid prototyping workflow that delivers production-ready results within constraints.