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Get started with anomaly detection


This learning path provides an overview of anomaly detection for time series data and demonstrates the use of the Anomaly Detection APIs to support Industry 4.0 use cases. Included in this learning path is a step-by-step instruction to get started with using the APIs along with reference to easy-to-use Jupyter Notebooks that apply the APIs on univariate and multivariate time series data.

Skill level

Beginner to Intermediate

Estimated time to complete

Approximately 1 hour.

Learning objectives

This learning path covers the following topics:

  • An overview of Anomaly Detection for time series data
  • The Anomaly Detection APIs
  • An Industry 4.0 use case