The course objective is to cover the application of predictive modeling algorithms to healthcare scenarios and data. You will learn how to formulate predictive modeling problems, train different types of predictive models on data where the target outcome is known, assess the performance of those models using holdout data not used in training, and use the resulting models to predict new data. You will also learn how to audit models for potential bias and unfairness.

• Type Validation
• Level Advanced
• Time Weeks