Train a model and debug it with Responsible AI dashboard

Beginner
Student
Data Scientist
Azure Machine Learning

Learn how to debug an AI model using the Responsible AI dashboard in Azure Machine Learning studio to ensure it performs responsibly and is less harmful.

Learning objectives

By the end of this module, you'll be able to:

  • Create a responsible AI dashboard.
  • Identify where the model has errors.
  • Discover data over or under representation to mitigate biases.
  • Understand what drives a model outcome with explainable and interpretability.
  • Mitigate issues to meet compliance regulation requirements.

Prerequisites

  • Ability to understand Python at the beginner level.