This course covers the concepts, methods and tools used for statistical analyses, predictive modeling and data analytics with applications for P&C insurance applications. The focus of this course is on advanced tools using various multivariate regression techniques, statistical modeling, machine learning and practical applications.
- Identifying the business problem
- Designing the model
- Preparing the data
- Selecting features
- How to choose a model
- Interpreting the output
- Sharing the output
Detailed Learning Objectives for Predictive Modeling – Methods and Techniques
Study Notes
Study Note: Model Validation and Holdout Data
