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A very nice, informative deck on Data Lake / Modern Data Warehouse by james Serra.
ML.NET is an open source and cross-platform machine learning framework built for .NET developers. Use your .NET and C# or F# skills to easily integrate custom machine learning into your applications without any prior expertise in developing or tuning machine learning models.
- Get started with ML.NET in 10 minutes: https://www.microsoft.com/net/learn/apps/machine-learning-and-ai/ml-dotnet/get-started/windows
- Tutorials: https://docs.microsoft.com/en-us/dotnet/machine-learning/tutorials/