Modeling Car Insurance Claim Outcomes

Really really fun project

This project is a great hands‑on introduction to building and evaluating simple predictive models. I really enjoyed how it walks you through the entire workflow — from exploring the dataset, handling missing values, and building logistic regression models, to comparing their performance. The step‑by‑step structure makes it approachable even if you're new to machine learning, and by the end you get a clear understanding of how individual features influence model accuracy. It’s a practical, well‑designed project that builds confidence and reinforces core data‑science skills