dotnet / dotnet/machinelearning-samples

Create Sample app using a large SQL Server database

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#554 0 commenti 0 reazioni 1 assegnatario Rivendicata da @nicolehaugen Vedi su GitHub
New-Sample-App
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Descrizione

Add Large dataset stored in SQL server for Database sample instead of sql lite and small dataset. -->i.e. Use the Credit card Fraud detection dataset. Export it to SQL server and use the existing Binary Classification algorithm.

Current code to evolve:
https://github.com/prathyusha12345/machinelearning-samples/tree/SQLDbSample/samples/csharp/getting-started/LargeDatasetsInSqlServer

Related URLs about the DATASET:

https://blogs.technet.microsoft.com/machinelearning/2015/04/01/now-available-on-azure-ml-criteos-1tb-click-prediction-dataset/

https://labs.criteo.com/2013/12/download-terabyte-click-logs/

Related Issue:
https://github.com/dotnet/machinelearning/issues/3868

Shared folder: `\\ct01\data\Criteo\Spark`

Additional: Test it with AZURE SQL DATABASE HYPERSCALE: 👍
https://azure.microsoft.com/en-us/updates/azure-sql-database-hyperscale-support-for-single-databases-is-now-available/

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