DiscoverChannel 9Build Responsible AI using Error Analysis toolkit | AI Show
Build Responsible AI using Error Analysis toolkit | AI Show

Build Responsible AI using Error Analysis toolkit | AI Show

Update: 2021-03-01
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Description

Error Analysis, a new Responsible AI open source toolkit, enables machine learning practitioners to identify model errors and diagnose the root causes behind these errors, helping to build responsible, reliable, and trusted solutions.

Jump to: 
[01:24 ] About AI models
[02:37 ] Error analysis 
[04:23 ] Interpretability and fairness 
[06:34 ] About Error Analysis toolkit  
[11:46 ] Error explorer demo 
[22:18 ] Debugging demos - Global and Local explanations

Learn more: 
Blog on MSFT Tech Community: https://aka.ms/AIShow/RAIBlog   
Website: https://aka.ms/AIShow/RAISite
Readme: https://aka.ms/AIShow/EAD
Sample notebook: https://aka.ms/AIShow/Notebooks/EA
Create a Free account (Azure)

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Build Responsible AI using Error Analysis toolkit | AI Show

Build Responsible AI using Error Analysis toolkit | AI Show

Anna Soracco, ricardoesway