Course Outline


Anomaly Detection

  • Types of anomalies
  • Causes of anomalies
  • Zscore, Dbscan, and isolation forest

Anomaly Detection Algorithms

  • Univariate space
  • Low-dimensional space
  • High-dimensional space

Preparing the Development Environment

  • Installing and configuring SAS

Univariate Space

  • Working with algorithms
  • Masking and swamping effects

Low-Dimensional Space

  • Working with algorithms

High-Dimensional Space

  • Working with algorithms

Summary and Conclusion


 14 Hours

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