Unsupervised Learning: K-means Clustering and Anomaly Detection
Explore core concepts of unsupervised learning, including K-means clustering, optimization strategies, and how anomaly detection systems are designed and evaluated.
7 min read
1. Unsupervised learning
Clustering
What is clustering?
K-means intuition
K-means algorithm
Optimization objective
Initializing K-means
Choosing the number of clusters
