Machine Learning

Unsupervised Learning

This unit explores Unsupervised Learning, where algorithms discover hidden patterns in unlabeled data. We cover Clustering techniques (K-Means, K-Medoids, Hierarchical), Association Rule Mining (Apriori), and Anomaly Detection.

Unit Topics

Intro to Unsupervised Learning K-Means Clustering K-Medoids Clustering Hierarchical Clustering Apriori Algorithm Anomaly Detection

Supervised Learning: Classification Unit 5: Trends and Applications