Workshop: measure your models uncertainty thanks to MAPIE, the conformal predictions library

Workshop: measure your models uncertainty thanks to MAPIE, the conformal predictions library

Valentin LAURENT, MAPIE lead developer, Capgemini InventGrégoire MARTINON, MAPIE co-founder, Capgemini Invent

By datacraft

Date and time

Wednesday, June 4 · 2 - 5pm CEST

Location

3 Rue Rossini

3 Rue Rossini 75009 Paris France

About this event

  • Event lasts 3 hours
This event is reserved for our members, but we still have a few places available for those who would like to discover the club. Don't hesitate to sign up - you'll be put on a waiting list and we'll confirm your place a days before the event.

Valentin LAURENT, MAPIE lead developer, Capgemini InventGrégoire MARTINON, MAPIE co-founder, Capgemini Invent

Learn how measure your models uncertainty by computing prediction intervals (regression) and prediction sets (classification), using conformal predictions.

During this workshop, you will:



  • Learn practical skills in conformal predictions thanks to MAPIE, with a deep dive on a regression use-case


  • Be able to discuss your use cases, and potentially schedule in-depth follow-ups


  • Get an exclusive preview of the upcoming MAPIE v1




Agenda:



  • Introduction to the MAPIE project


  • Hands-on tutorial


  • Hands-on use case


  • Wrap-up


  • Dedicated discussion time




2506-Capgemini-MAPIE

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