Outlier Detection

• 07.0. Outlier Detection vs Anomaly Detection

  • Notes 07-0: TO BE CREATED

• 07.1. Anomaly Detection

  • Notes 07-1: Introduction to Anomaly Detection (TO BE CREATED)
  • Notes 07-2: Synthetic Data Generation (TO BE CREATED)
  • Notes 07-3: Anomaly Detection Techniques (TO BE CREATED)
  • Notes 07-3b: Local Outlier Factor (TO BE CREATED)
  • Notes 07-4: Anomaly Detection in Time Series Data (TO BE CREATED)

• 07.2. Time Series Forecasting

  • Notes 07-5: Time Series Theory (TO BE CREATED)
  • Notes 07-6: Time Series Models (TO BE CREATED)
  • Notes 07-7: Time Series Tutorials (TO BE CREATED)
  • Notes 07-8: Existing Tools/Packages and Implementation (TO BE CREATED)

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