SAP Datasphere comes with the embedded analytical engines of SAP HANA Cloud.
Learn how to activate and use that functionality out of your preferred Python environment.
Contest Validation for this session: https://developers.sap.com/tutorials/devtoberfest2022-week-1-data-dwc-ml.html
A slide deck used by @AndreasForster during this presentation: https://speakerdeck.com/sygyzmundovych/machine-learning-engines-embedded-in-sap-data-warehouse-cloud
Question: How do we handle reinforced learning or change in models for existing jobs or scenarios ?
Hi anugrahgj, the Predictive Algorithm Library (PAL) is providing an Online version for some algorithms, ie the "Online version of Multi-Class Logistic Regression. It is used when the training data are obtained multiple rounds and the model will be continuously updated."
https://help.sap.com/doc/1d0ebfe5e8dd44d09606814d83308d4b/2.0.06/en-US/hana_ml.algorithms.pal_algori...
Thank you Andreas for the great session. Do we have DWC also available as part of trial account to try out the demonstrated use cases ?
Hello _satish, The DWC or HANA Cloud trials don't contain the Automated Predictive Library (APL) or Predictive Analysis Library (PAL).
You could discuss the option of a so called High Touch Trial with your Account Executive, please see https://launchpad.support.sap.com/#/notes/3007887
Alternatively, the examples demoed in the session can also run against a HANA on-premise system (ie a free SAP HANA Express)
A slide deck used by @AndreasForster during this presentation: https://speakerdeck.com/sygyzmundovych/machine-learning-engines-embedded-in-sap-data-warehouse-cloud