Train a machine learning model for predictive maintenance by using ML.NET Model Builder
Train a machine learning model in Visual Studio with ML.NET by using Model Builder, which uses sensor data to detect whether a manufacturing device is broken.
Learning objectives
By the end of this module, you'll know:
- What Model Builder is and what problems you can solve with it
- How to train a machine learning model by using Model Builder
- How to consume a machine learning model by using Model Builder
Prerequisites
- Intermediate knowledge of .NET.
- Visual Studio 2022 with the .NET desktop development workload installed. The .NET 6.0 SDK is automatically installed when you select this workload.
- ML.NET Model Builder extension, which is included in Visual Studio. For setup instructions, see How to install ML.NET Model Builder.