Patent ID: 11893458
Assignee: SAP SE
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 16:
17. A non-transitory computer program product storing instructions which, when executed by at least one data processor forming part of at least one computing device, implement operations comprising:
generating, within a data intelligence platform, a package comprising ML scenarios and a training pipeline, wherein the training pipeline comprises training logic associated with a defined workflow for training an ML application, wherein the training logic comprises logic to execute the ML scenarios, wherein the package comprises an inference pipeline that defines logic for transformations associated with an inference generated by the ML scenarios;
synchronizing, via an application programming interface, the data intelligence platform with a first database;
generating, by the first database, a transport request comprising the package, the transport request facilitating publication of content from the ML application;
assembling the ML application from the transport request within a second database; and
displaying ML content on a graphical user interface associated with the second database;
wherein the training pipeline and the inference pipeline are exposed by application services wrapped by a high-level programming language class in a side-by-side machine learning architecture.