Getting Started with Anomaly Detection: A Comprehensive Guide for Novice

Intro to Anomaly Detection

Get Started with Extreme Value Analysis, Angle-based and Depth-based Techniques to Detect Anomalies

Anomaly Detection Using Probabilistic and Dimension-Based Models

Get Started with Linear Regression , Principal Component Analysis and Support Vector Machines to Detect Anomalies

Anomaly Detection Using Linear Model

In this series, I will present you with different anomaly detection methods based on my experience which will be widely used in machine learning and data science.
