Question Re: DATA Science in Technology Q&A

DATA Science

Alok92 — Mon, 26 May 2025 05:00:19 GMT

How I can perform Machine Learning, Deep Learning and NLP programs on SAP Platform and in which SAP platform I should use like, BAS with Jupyter notebook or Databricks or something else.

Re: DATA Science

MKreitlein — Mon, 26 May 2025 05:33:30 GMT

Hello @Alok92

Regarding Databricks, I would recommend you check out the SAP Business Data Cloud:

https://www.sap.com/products/data-cloud.html

Otherwise you can look for Services like SAP AI Core and SAP AI Generative Hub.

BR, Martin

Re: DATA Science

Vitaliy-R — Mon, 26 May 2025 12:05:32 GMT

Hi @Alok92. It depends on the use case.

Could you describe in more detail where your data resides and what you are trying to achieve?

Re: DATA Science

ChristophMorgen — Fri, 30 May 2025 14:06:44 GMT

Hi @Alok92 ,

certainly there a multiple options, the following blog posts give guidance on how to enrich your SAP Development tools with a Python environment

Persisting Python environment when using Jupyter in SAP Business Application Studio | SAP Blogs

.. and moreover, this blog posts give indications how to leverage SAP HANA Machine Learning and hana-ml from within 3rd party Data Science, Python environments

Triggering ML calculations in SAP HANA Cloud and SAP Datasphere from Databricks

Best regards,

Christoph

Re: DATA Science

mohit121 — Thu, 04 Sep 2025 09:40:16 GMT

Great question 🙌 — SAP has been investing heavily in AI/ML integration, and you actually have multiple options depending on your use case:

SAP Business Application Studio (BAS): Works well if you want Jupyter Notebook-style development right inside SAP’s ecosystem. Ideal for quick prototyping in ML/NLP with Python.
SAP AI Core + AI Launchpad: This is SAP’s managed platform for training, deploying, and managing ML and Deep Learning models at scale.
SAP Data Intelligence: A good choice for orchestrating data pipelines and integrating ML models into enterprise workflows.
Data bricks + SAP Integration: Often used when teams want Spark-based ML/Deep Learning with seamless access to SAP data.

If you’re a student or fresher exploring this space, starting with BAS + Jupyter is a smoother entry point before scaling to AI Core/Data Intelligence. To strengthen your skills in parallel, structured learning like an artificial intelligence internship online can give you hands-on projects that complement SAP’s enterprise-level tools.