🗓️ Week 08 - Anomaly detection

Theme: Unsupervised Learning

Important

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Welcome to the eighth week of this course!

This week, we turn our sights to another type of unsupervised learning: anomaly detection. We will explain in which cases anomaly detection applies before introducing a few techniques of anomaly detection (anomaly detection through clustering, a tree-based anomaly detection technique called isolation forest and a density-based anomaly detection technique called Local Outlier Factor (LOF)).

Your first summative is due this week on November 21st at 5pm.