28 docs tagged with "Data & Analytics"

Reference Architecture for bringing analytical insights in Joule for SAP BDC using SAP Analytics Cloud JustAsk AI Service.

Build, deploy and run machine learning use cases on SAP BTP using RPT-1, HANA Cloud PAL/APL and SAP AI Core.

Standardize data sharing with SAP Data Products for efficient, high-quality metadata and seamless integration.

Explore how SAP Business Data Cloud (BDC) acts as the business-centric integration layer for enterprises looking to harmonize SAP and non-SAP data across platforms like Snowflake, Azure, GCP, AWS, and Databricks.

Federate SAP and non-SAP data with SAP Datasphere for seamless ML integration, eliminating replication and enhancing insights.

Accelerate ML workflows with IBM watsonx and FedML, integrating SAP's business data for seamless model training without data duplication.

Train models on Amazon SageMaker with FedML-AWS, integrating live SAP data for seamless machine learning and analytics.

Train models in Azure ML with live SAP data using FedML-Azure, eliminating duplication and simplifying integration with minimal coding.

Train models on Databricks using live SAP data with FedML-Databricks, enabling secure integration and eliminating data duplication.

Simplify ML training on Google Vertex AI with FedML-GCP, integrating live SAP data for efficient model deployment and analytics.

FedML now supports reading of federated SAP business data via SAP Datasphere directly into NVIDIA GPU environment computes for model training.

Streamline business insights with SAP BDC, integrating SAP S/4HANA and Intelligent Applications for analytics, decision-making, and lifecycle management.

Data from AWS data sources can be harmonized with SAP and non-sap data via SAP Datasphere's data fabric architecture.

Unify Azure data with SAP Datasphere for comprehensive analytics, leveraging SAP's robust data fabric architecture.

Data from Databricks Lakehouse can be harmonized with SAP and non-sap data via SAP Datasphere's unified data models for use with richer analytics and other use cases.

Integrate non-SAP data in Google Cloud Platform with business data from SAP using SAP Business Data Cloud's seamless data integration architectures to enable holistic AI/ML & Analytics use cases.

Integrate SAP data with Snowflake seamlessly using SAP BDC Connect and SAP Snowflake

Configure Intelligent Applications in SAP BDC for streamlined analytics using prebuilt data products and stories.

Optimize SAP data federation scenarios by addressing latency and performance challenges for analytics solutions.

Process big data with SAP HANA Cloud Data Lake, integrating structured and unstructured data for intelligent applications.

Modernize SAP BW with SAP BDC for real-time analytics, AI insights, and scalable cloud-native architecture.

Build, deploy and run tabular prediction use cases with SAP-RPT-1, SAP's foundation model for relational business data.

Improve LLM accuracy with Retrieval Augmented Generation (RAG) by integrating external data for enhanced precision and reduced hallucinations.

Architectural patterns for integrating SAP Business Data Cloud with SAP AI Core and Generative AI Hub. Covers AI-Enhanced Data Products, model training in Databricks and serving in AI Core, batch and real-time consumption patterns, and predictive insights.

Leverage SAP Databricks for AI and analytics, integrating SAP data with Databricks for real-time insights and simplified data access.

Integrate Esri ArcGIS with SAP HANA Cloud for real-time geospatial and business data analysis, optimizing insights for industries like utilities during disasters.

Transform enterprise data strategies with SAP BDC, unifying SAP and non-SAP data for scalable AI and analytics.

Unifying Access Across for SAP Business Data Cloud using SAP Cloud Identity Services: IAS for SSO (SAML/OIDC) and IPS for SCIM provisioning. Includes scenarios with/without Enterprise IdP, lifecycle, authorization mapping, and operations.