Cutting Edge AI

H06 Predicting the Future (of Equipment) Using ML.NET


9:30 am - 10:45 am

Level: Introductory

Ron Dagdag

R&D Manager


Predicting the future is not easy! Forecasting peak operating conditions and avoiding unexpected equipment breakdown is possible, that’s the goal of Predictive Maintenance. Attend this session and learn how to train a machine learning model in Visual Studio with ML.NET Model Builder, and build an app that uses the model. Fair warning - I cannot predict how live demos would go. I will do my best.

You will learn:

  • When to implement Predictive Maintenance?
  • How to integrate an ML model into your .NET apps
  • What are limitations of ML.NET Model Builder