# π Insurance Risk Modeling β Week 3 Project
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## π§ 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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## π Project Structure
insurance-risk-week3/
βββ .git/workflows
βββ .dvc
βββ data/
β βββ raw/
| | βββ MachineLearningRating_v3.txt
| βββ clean/
| | βββ MachineLearningRating_v3_cleaned.csv
βββ notebooks/
β βββ task1_eda.ipynb
βββ src
βββ README.md
βββ .gitignore
βββ requirements.txt