Hands-on Tutorials

A Comprehensive Beginner’s Guide to the Diverse Field of Anomaly Detection

Isolation Forest, Local Outlier Factor, One-Class SVM, Autoencoders, Robust Covariance Estimator and Time Series Analysis

Dominik Polzer
Towards Data Science
21 min readMay 14, 2021

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Anomaly or outlier detection deals with the detection of patterns in data that…

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Machine Learning Engineer. I like to break down machine learning concepts into easy to understand pieces. linkedin.com/in/polzerdo/