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ML.NET Workshop to predict car sales prices

Home Page: https://aka.ms/mlnet-workshop-content

License: MIT License

C# 0.16% HTML 0.05% CSS 0.01% JavaScript 0.01% Jupyter Notebook 99.77%
dotnet dotnet-core mlnet machine-learning workshop workshop-materials data-science csharp asp-net-core razor-pages jupyter-notebook dotnet-interactive deep-learning onnx tensorflow mlops

mlnet-workshop's Issues

Additional Topic Ideas / Suggestions

Creating this issue to track and get input on ways to improve or expand the contents of this workshop.

Which topics should we dive deeper into?
What are additional topics you'd like to see?

Improvements

  • Add checks to make sure prerequisites are installed correctly
  • Shorten activity time or have a way to get feedback when participants are done
  • Consider separate workshop depending on first-time ML users and seasoned ML users.

Topics

  • Transforms
    • Custom Transforms
    • Expression Transforms
  • Classical ML Scenarios
  • Deep Learning
  • Deployment
    • Additional Targets / Applications
      • ASP.NET Core Web API
      • Azure Functions
      • Desktop
      • Mobile (Xamarin)
  • MLOps

Docs Feedback

00-Get Started needs a screenshot and probably text update to say 3 projects, not 2.

image

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