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: