Improving Times Series Anomaly Detection Models Lab

Improving Times Series Anomaly Detection Models Lab

Improve Your Models

About this Mission

This mission builds on the Finding Time Series Anomalies Lab.  On this mission, you will apply strategies for improving the accuracy of your anomaly detection models by leveraging FDWs, repository blueprints, additional feature lists, advanced tuning, and blenders.

This mission assumes that you:

  • Have access to DataRobot Time Series
  • Understand foundational concepts using DataRobot, such as those found in one of the following courses: AutoML I, DataRobot for Data Scientists, DataRobot for Citizen Data Scientists Starter, or the DataRobot for Data Scientists Starter courses. 
  • Learned the concepts around Time Series previously covered in the Time Series Starter Quest.

Action Items45 min

  • Complete the Lab
  • Resources
  • Datasets

About this Mission

This mission builds on the Finding Time Series Anomalies Lab.  On this mission, you will apply strategies for improving the accuracy of your anomaly detection models by leveraging FDWs, repository blueprints, additional feature lists, advanced tuning, and blenders.

This mission assumes that you:

  • Have access to DataRobot Time Series
  • Understand foundational concepts using DataRobot, such as those found in one of the following courses: AutoML I, DataRobot for Data Scientists, DataRobot for Citizen Data Scientists Starter, or the DataRobot for Data Scientists Starter courses. 
  • Learned the concepts around Time Series previously covered in the Time Series Starter Quest.

Action Items45 min

  • Complete the Lab
  • Resources
  • Datasets