armenian-kindergarten-ml-analysis
IrenStepanyan/armenian-kindergarten-ml-analysis
End-to-end machine learning analysis of Armenian kindergarten data, including web scraping, preprocessing, classification, regression, clustering, and model optimization across multiple cities.
Summary
An end-to-end machine learning project analyzing Armenian kindergarten data across 9 cities. It includes web scraping from municipal portals, data preprocessing, and applying classification (predicting overcrowding), regression (predicting waiting list size), and clustering (grouping kindergartens) models. The project demonstrates a complete ML pipeline with model optimization via Grid Search and cross-validation, reporting perfect or near-perfect metrics. The README is detailed and well-structured, though the reported 100% performance metrics suggest potential data leakage or a trivial, separable dataset, which limits real-world utility.