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Galaxies classification with Deep Learning from Mirosoft ML using SQL Server R Services

This sample provides the supporting SQL and R scripts for the blogpost How six lines of code + SQL Server can bring Deep Learning to ANY App.

Data: Galaxy Zoo project was used as source of labeled training data.

Scripts: The following scripts are provided

  • createTables.sql: create tables for trained models and scored data.
  • train_NN_model.sql: stored procedure for training NN model with Microsoft ML
  • predict_NN_model.sql: stored procedure for scoring
  • trigger_predict_model.sql: script to invoke scoring.

For end-to-end training and prediction the images could be downloaded from public storage. See this links for more info: