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