Anomaly Detector API Documentation

Learn how to use the Anomaly Detector univariate and multivariate APIs to monitor data over time and detect anomalies with machine learning. Get insight into your data, regardless of volume, industry, or scenario.

About Azure Cognitive Services Anomaly Detector

Overview

• What is Anomaly Detector?

What's new

• 🆕What's new in Anomaly Detector?

Get Started

• Demo page of Anomaly Detector
• Sample Notebook

video

• Introducing the Univariate Anomaly Detector API
• Introducing the Multivariate Anomaly Detector API
• More videos ...

Reference

• Support and help options
• Join the Anomaly Detector community for better support on Microsoft Teams
• Technical articles about Anomaly Detector

Multivariate Anomaly Detector

Overview

• Introducing Multivariate Anomaly Detection

Quickstart

• Using C# (multivariate)
• Using JavaScript (multivariate)
• Using Python (multivariate)
• Using Java (multivariate)

Univariate Anomaly Detector

Overview

• Introducing Azure Anomaly Detector API (univariate)

How-To Guide

• Adjust anomaly detection modes and parameters for your data (univariate)

Quickstart

• Using C# (univariate)
• Using JavaScript (univariate)
• Using Python (univariate)

Tutorials

Tutorial

• Visualize (univariate) anomalies using batch detection and Power BI

Optimize your detection results

Concept

• Use best practices to optimize your anomaly detection results (univariate)
• Use best practices to optimize your anomaly detection results (multivariate)

video

• Anomaly Detector best practices (univariate)

Use Docker containers

How-To Guide

• Install and run Anomaly Detector containers (univariate)
• Configure Anomaly Detector containers (univariate)
• Deploy a container instance to Azure (univariate)
• Deploy to IoT Edge (univariate)

video

• Bring Anomaly Detector on-premises with containers support (univariate)

Reference

Reference

• REST API (univariate)
• .NET SDK (univariate)
• .Python SDK (univariate)
• Go SDK (univariate)
• Node.js SDK (univariate)
• Azure PowerShell (univariate)
• Azure CLI (univariate)

Reference

• REST API (multivariate)
• .NET SDK (multivariate)
• Python SDK (multivariate)
• Java SDK (multivariate)
• Node.js SDK (multivariate)