azure-ai-anomalydetector-java

Installation
SKILL.md

Azure AI Anomaly Detector SDK for Java

Build anomaly detection applications using the Azure AI Anomaly Detector SDK for Java.

Service status

Microsoft’s retirement guidance states that new resources were disabled in September 2023 and service retirement was scheduled for October 2026. Treat these SDK fragments as historical/migration reference, not a path for a new cloud deployment. Verify the actual resource lifecycle and evaluate the documented Fabric/open-source alternatives before implementation.

The snippets omit surrounding application/imports and are not a tested complete program. For asynchronous training/inference, poll terminal status with a deadline and handle failure before accessing results. Use approved data, short-lived least-privilege storage access and private reports; never expose SAS tokens.

Installation

<dependency>
  <groupId>com.azure</groupId>
  <artifactId>azure-ai-anomalydetector</artifactId>
  <version>3.0.0-beta.6</version>
</dependency>
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First Seen
Feb 17, 2026