ML/AI in SAP Data Intelligence
SAP Data Intelligence is SAP’s data management solution to provide complex orchestration scenarios, data cataloging, data quality, and metadata management. It brings together data management capabilities that were previously available in SAP Data Hub and integrates them with ML capabilities from other SAP solutions. In Chapter 8, we already discussed the data integration capabilities of SAP Data Intelligence – here, we will focus on the ML capabilities of SAP Data Intelligence.
When all your data is already structured and in SAP HANA or SAP Data Warehouse Cloud, the built-in ML libraries discussed earlier might be sufficient. However, in many use cases, data is located across multiple places, with a mix of unstructured and structured data such as IoT data. SAP Data Intelligence is recommended for use cases when multiple disparate data sources need to be consolidated or orchestration of data pipelines to additional ML environments is necessary...