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Data Quality for AI


This learning path is designed to give you an overview of the Data Quality for AI Toolkit, which provides a systematic way to assess and remediate data with well-specified APIs.

Skill level


Estimated time to complete

Approximately 1 hour.

Learning objectives

This learning path covers the following topics:

  • Overview of the Data Quality for AI Tookit
  • Assessing the data quality of tabular data sets using APIs
  • A deep dive into class overlap and label purity