Insurance
Pricing, claims and fraud models, actuarial data science and Indian insurance data.
Beginner
Start here. No background needed beyond school maths.
Advanced
Once the basics are comfortable.
August 2026 Lunch and Learn - AI and Actuarial Exam Prep
A video from Society of Actuaries on August 2026 Lunch and Learn - AI and Actuarial Exam Prep. Best once you are comfortable with the basics of Insurance. It plays here in the portal, and your progress is saved as you watch.
Society of Actuaries
Actuarial Data Science Tutorials
Free tutorials with code and data from the Swiss Association of Actuaries: claims frequency models, neural networks for pricing, explainability and more, written for insurance work.
Swiss Association of Actuaries
Generalized Linear Models for Insurance Rating (CAS Monograph)
The standard free guide to how insurers price policies with GLMs: data preparation, model building, validation and turning models into rates.
Casualty Actuarial Society
Porto Seguro Safe Driver Prediction (Kaggle)
A motor-insurance dataset: predict which drivers will file a claim next year. A classic for learning imbalanced classification in insurance.
Kaggle
Expert
Research-level depth and specialist material.