AnalystLab Africa – Data Science Internship

This repo holds my weekly work for the AnalystLab Africa Data Science Internship — one dataset (Loan Prediction, after Week 1's separate HR attrition project), carried forward and built on week by week rather than restarted each time.

Weeks

• Week 1 — Employee attrition exploration (IBM HR dataset). A separate warm-up project before settling on the Loan Prediction dataset used from Week 2 onward.
• Week 2 — Cleaning and preparing the Loan Prediction dataset for machine learning.
• Week 3 — Statistical testing and feature engineering on top of the Week 2 cleaned dataset.

Setup

python -m venv venv
venv\Scripts\Activate.ps1      # Windows
pip install -r requirements.txt

Each week's notebook lives under its own folder — open the relevant one and select the venv kernel.

Author

Caleb Djarabé — Data Science Intern, AnalystLab Africa