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mlads-2021-mlnet-tutorial's Introduction

MLADS 2021: ML.NET Demos

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ML.NET is a cross-platform, open-source machine learning framework for .NET.

You can use ML.NET to train and consume custom ML models in .NET.

Demo 1: Train an ML.NET model with the ML.NET API in Interactive Notebooks

Explore the ML.NET framework and learn how to build a data processing and training pipeline, train a model, evaluate a model, and consume a model using the ML.NET API and .NET Interactive Notebooks in VS Code.

Go to Demo 1

Demo 2: Train an ML.NET model with Model Builder

Explore ML.NET tooling and learn how to train a model using Automated Machine Learning (AutoML) in Visual Studio UI.

Go to Demo 2

Demo 3: Deploy an ML.NET model as a minimal web API

Learn how to create a minimal web API that consumes an ML.NET model which can then easily be deployed to the cloud.

Go to Demo 3

Resources

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