Insurance

Pricing, claims and fraud models, actuarial data science and Indian insurance data.

All levels Beginner Advanced Expert

Beginner

Start here. No background needed beyond school maths.

IRDAI: Reports, Data and Regulations

The Insurance Regulatory and Development Authority of India: annual reports, claim settlement data and regulations, the main source of Indian insurance data for projects.

IRDAI

Advanced

Once the basics are comfortable.

Document Advanced ↗ External site

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

Document Advanced ↗ External site

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

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