Population Health: Predictive Analytics
Completed by Shu-Yu Lin
April 22, 2024
22 hours (approximately)
Shu-Yu Lin's account is verified. Coursera certifies their successful completion of Population Health: Predictive Analytics
What you will learn
Understand the role of predictive analytics for prevention, diagnosis, and effectiveness
Explain key concepts in prediction modelling: appropriate study design, adequate sample size and overfitting
Understand important issues in model development, such as missing data, non-linear relations and model selection
Know about ways to assess model quality through performance measures and validation
Skills you will gain
- Category: Predictive Modeling
- Category: Statistical Modeling
- Category: Regression Analysis
- Category: Preventative Care
- Category: Predictive Analytics
- Category: Diagnostic Tests
- Category: R Programming
- Category: Sample Size Determination
- Category: Data Preprocessing
- Category: Model Evaluation
