# 🚗 Insurance Risk Modeling – Week 3 Project
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## 🧭 Project Overview
This project supports **AlphaCare Insurance Solutions (ACIS)** in building smarter, **risk-based car insurance pricing** strategies using historical data from South Africa. We explore vehicle claims, premiums, and customer demographics to:
- Discover low-risk customer segments
- Identify high-risk patterns and pricing inefficiencies
- Build predictive models for claim risk and premiums
- Generate actionable business recommendations
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## 📁 Project Structure
insurance-risk-week3/
├── .git/workflows
├── .dvc
├── data/
│ └── raw/
| | └── MachineLearningRating_v3.txt
| └── clean/
| | └── MachineLearningRating_v3_cleaned.csv
├── notebooks/
│ └── task1_eda.ipynb
├── src
├── README.md
├── .gitignore
└── requirements.txt