How to perform anomaly detection with the Isolation Forest algorithm

How you can use this tree-based algorithm to detect outliers in your data

Amol Mavuduru
Towards Data Science
7 min readNov 24, 2021

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Photo by Steven Kamenar on Unsplash

Anomaly detection is a frequently overlooked area of machine learning. It doesn’t seem anywhere near as flashy as deep learning or natural language processing and often gets skipped entirely in machine learning courses.

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