Win $20,000. Help build the future of education. Answer the Call for Code. Learn more

Data Quality for AI

Overview

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

Beginner

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