# End-to-end workflow with SAP Hana
URL: https://docs.datarobot.com/en/docs/api/dev-learning/accelerators/ai-integrations-platforms/ml-sap.html

> Learn how to programmatically build a model with DataRobot using SAP Hana as the data source.

# End-to-end workflow with SAP Hana

[Access this AI accelerator on GitHub](https://github.com/datarobot-community/ai-accelerators/blob/main/ecosystem_integration_templates/SAP_template/SAP_End_to_End.ipynb)

The scope of this accelerator provides instructions on how to use DataRobot's Python client to build a workflow that will use an existing SAP Hana JDBC driver and:

- Create credentials
- Create the training data source
- Create the predictions data source
- Create a dataset used to train the models
- Create a dataset used to make predictions
- Create a project
- Create a deployment
- Make batch and real-time predictions
- Show the total predictions made so far

There is also a playbook at the end of this notebook that describes how to create the back end SAP Hana database that will provide the data required.

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