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

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