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Full Description
See how SAP S/4HANA will change your BI processes. Explore the embedded analytics architecture and data model to learn how to preform analytics on live transactional data. Business user? Walk step by step through SAP Smart Business KPIs and multidimensional reporting. Analytics specialist? Master the virtual data model and creating KPIs. Jack of all trades? Create CDS views, apply custom fields and logic, or see what's coming up with machine learning. This is your complete guide to SAP S/4HANA embedded analytics. Highlights include: - Virtual data model (VDM) - SAP Fiori apps - SAP Smart Business - Key performance indicators (KPIs) - Operational Reporting - CDS views - Customization - Data warehousing - Integration. With this book, you will be able to: - Configure SAP S/4HANA embedded analytics for your landscape. - Use embedded analytics for operational reporting and process analytics. - Integrate with other SAP tools for data warehousing, business intelligence and predictive analytics.
Contents
Preface Target Audience Book Structure Acknowledgments Getting Started SAP's Digital Business Framework Digital Transformation SAP S/4HANA: The Digital Core SAP S/4HANA Business Requirements Summary Analytics in the Digital Economy Embedded Analytics versus Standalone Analytics Combining Transactions and Analytics Summary Architecture Architecture Overview Virtual Data Models in Core Data Services Authorization and Security SAP Fiori Programming Model: Access and Visualization Summary Analytics by User Type Analytics for the Business User Operational Insight-to-Action Using the Analytical List Page KPI Reporting and Analysis Using SAP Smart Business KPIs Multidimensional Reporting SAP Fiori Overview Pages Analysis Path Framework Additional Functions Summary Predefined Analytics Content Content Delivered with SAP S/4HANA Analytics Content and SAP Best Practices Line-of-Business-Specific Best Practices Integration Best Practices Summary Analytics for the Analytics Specialist The Analytics Specialist Role Browsing the Virtual Data Model Creating and Publishing Data Sources and Queries Maintaining SAP Smart Business KPIs Maintaining Reports Analysis Path Framework Defining Date Functions Creating SAP Fiori Launchpad Tiles for SAP Analytics Cloud Stories Summary Analytics for the IT Expert The IT Expert Role Creating and Consuming CDS Views Summary Additional Extensibility Options Custom Business Objects Custom Fields and Logic Summary Additional SAP Analytics Tools Data Warehousing Do You Need Additional Data Warehouses? Data Management for SAP S/4HANA SAP SQL Data Warehousing with SAP HANA 2.0 Big Data Warehousing Summary Business Intelligence Should You Use Additional Business Intelligence Solutions? SAP Analytics Suite SAP Analytics Cloud Summary Predictive Analytics and Machine Learning Process Overview Machine Learning Solution Architecture Machine Learning Use Cases for SAP S/4HANA SAP S/4HANA Embedded Machine Learning Summary Appendices Future Outlook The Authors Index
