Build Responsible AI Using Error Analysis Toolkit

Overview

Explore the Error Analysis toolkit, a new open-source resource for Responsible AI, in this 26-minute video from Microsoft. Learn how to identify model errors and diagnose their root causes to build reliable, trusted AI solutions. Discover the importance of error analysis, interpretability, and fairness in AI models. Watch a comprehensive demonstration of the Error Explorer and gain insights into debugging techniques using global and local explanations. Access additional resources, including blog posts, documentation, and sample notebooks, to further enhance your understanding of responsible AI practices.

Syllabus

] Livestream begins.
] About AI models .
] Error analysis.
] Interpretability and fairness.
] About Error Analysis toolkit .
] Error explorer demo .
] Debugging demos - Global and Local explanations .