dataMinds Connect

Datum 11-10-2021 t/m 12-10-2021
Tijd All day event
Thema Machine Learning
Location
  • Congres- en Erfgoedcentrum Lamot
  • Van Beethovenstraat 8-10
  • 2800 Mechelen, Belgium
Speaker Willem Meints
Description THE GRAND PRIX OF DATA

dataMinds Connect is a 2 day in-person event in the city of Mechelen, Belgium. It’s an IT related event with a specific focus on the Microsoft Data & AI Platform.

On day 2, October 12 at 16.45 h., Willem Meints will talk about 'Don't trust your models, explain them!'

More companies are using machine learning to improve their products and services. This is great, as we can all see the benefits of this. The big question is, however, can you trust these models? We’ve already seen some examples of failing machine learning models.
In this talk I’ll show you how to break open the black box of machine learning and get an interpretation of what machine learning models are doing. We’ll cover the following topics:

* Using explainers to uncover the structure of your model
* How to debug your model using explainers
* How to use explainers in production to help your users

By the end of the session you’ve learned what explainers are, how to use them, and what tools you can use to make them.
More info the dataMinds Connect website