Math & Optimization · intermediate · concept 44 of 176
Anomaly Detection
Identifying rare, unusual data points that differ significantly from the majority. Critical for fraud detection, cybersecurity, manufacturing defects, and health monitoring.
Key terms
OutlierIsolation ForestAutoencoderStatistical threshold
Learn these first
Where you meet it in the real world
Credit card fraud, network intrusion, equipment failure prediction
Videos
▶ AI Agents: Transforming Anomaly Detection & Resolution ↗
IBM Technology · YouTube
▶ Anomaly Detection: Algorithms, Explanations, Applications ↗
Microsoft Research · YouTube
Guides and articles
Courses, papers, and more