Jon Wood provides this crash course to show how to install and start using FsLab for data science.
Related Resources
Jon Wood interviews and asks questions to several people on the ML.NET team, including the future of ML.NET, its community, and some ways you can help out.
Jon Wood show us how to use ML.NET in an Event Hub consumer to get real-time data predictions.
Related resources:
Jon Wood shows us how to use ML.NET within the Microsoft Bot Framework to make predictions on a machine learning model.
Code – https://github.com/jwood803/MLNetExamples/tree/master/MLNetExamples/PredictionBot
Jon Wood shows us how to link your Azure Databricks Notebooks with a GitHub repository.
Jon Wood shows us several things you can do with your data using the new DataFrame API in C#.
DataFrame Playlist – https://www.youtube.com/playlist?list=PLl_upHIj19Zysihecv_btbwzRQD2qrbJM
Jon Wood demonstrates how to use ML.NET within Python by using the NimbusML package. This video also gives an example of creating a linear regression model.
NimbusML documentation – https://docs.microsoft.com/en-us/nimbusml/overview
Jon Wood shows us how to install the C# Jupyter Kernel and then uses it to build a ML.NET AutoML experiment with the DataFrame package.
Installation instructions – https://github.com/dotnet/try/issues/408#issue-487051763
Sample Notebook from Microsoft – https://github.com/dotnet/try/blob/master/NotebookExamples/csharp/Samples/HousingML.ipynb
Jon Wood has a video showing you how to scale numerical data using ML.NET to help you get better performance out of your machine learning algorithms.
Code – https://github.com/jwood803/MLNetExamples/blob/master/MLNetExamples/ScaleData/Program.cs
More great stuff by Jon:
- ML.NET Transforms playlist
https://www.youtube.com/playlist?list=PLl_upHIj19ZyJf-ItL5Mey9mniPiTKtvv - ML.NET Playlist
https://www.youtube.com/watch?v=8gVhJKszzzI&list=PLl_upHIj19Zy3o09oICOutbNfXj332czx
Jon Wood has just posted this video on how to use ML.NET to remove stop words in text data.
Code is at – https://github.com/jwood803/MLNetExamples/blob/master/MLNetExamples/StopWords/Program.cs