Market-basket analysis using Apriori on the Groceries transactions dataset. Includes rule filtering, redundancy removal, and sensitivity analysis for support/confidence thresholds.

Comparison of PCA, Classical MDS, and t-SNE on the state.x77 dataset. Includes neighborhood-preservation metric and interpretation by US region.

Unsupervised Learning course project. Clustering analysis using K-means, Hierarchical (Ward), Gaussian Mixture (Mclust), and DBSCAN with internal validation metrics.