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Machine Learning Applications

A collection of web API endpoints featuring machine learning, built with ML.NET, .NET for Apache Spark, ASP.NET Core, Azure Cosmos DB.

Goal

The goal is to provide a starting point to build new machine learning applications or features.

Please feel free to use the repo to kick start your next new application!

Give a star

⭐ If you enjoy this project, or are using this project to start your exciting new project, please give it a star. Thanks! ⭐

Getting Started - API

  1. Set the API project as your Startup project in Visual Studio
  2. The swagger UI page should be loaded at: https://localhost:5001/swagger/index.html

Roadmap

  • Realtime Sentiment Analysis for comments and feedback (NLP, Binary Classification)

  • Spike detection in stock price (Time Series Anomaly Detection using ML.NET.TimeSeries)

  • Price prediction (Regression) - TODO

  • Time Series forecasting - TODO

  • .NET for Apache Spark integration - TODO

  • More to come....

Resources

Dataset