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| Section | Weight | Objectives |
|---|---|---|
| Native SAP HANA Modeling | 11-20% | - Calculation views and HDI objects - Mixed modeling scenarios - Integration between BW/4HANA and SAP HANA |
| SAP BW Query Design | 11-20% | - Filters, variables and conditions - Performance optimization - Query creation and components - Calculated and restricted key figures |
| SAP Analytics Tools and SAP Analytics Cloud | <=10% | - Reporting and analysis capabilities - Integration with SAP Analytics Cloud - Analysis for Microsoft Office |
| Fundamentals | 11-20% | - Architecture and landscape components - Basic terms and framework - Core concepts of SAP BW/4HANA and SAP Business Data Cloud |
| InfoObjects and InfoProviders | 11-20% | - Open ODS Views and Composite Providers - InfoProvider types and usage scenarios - InfoObject types, properties and modeling |
| SAP BW/4HANA Data Flow | <=10% | - Data loading and delta handling - Transformations and Data Transfer Processes - Process chains for scheduling and monitoring |
| Data Acquisition into SAP BW/4HANA | 11-20% | - DataSource replication and activation - Extraction from SAP and non-SAP sources - ODP and CDS-based extraction |
| SAP BW/4HANA Modeling | 11-20% | - Modeling tools and workflows - LSA++ architecture and best practices - DataStore Objects (advanced) design |
| SAP BW/4HANA Project and the Modeling Process | <=10% | - Modeling guidelines and collaboration - Implementation best practices - Project lifecycle and methodology |
1. Which solution enables advanced Al and machine learning models on combined SAP and third-party data?
A) SAP Databricks
B) SAP AI Launchpad
C) SAP Analytics Cloud
D) SAP Datasphere
2. Which SAP BW/4HANA objects can be used as sources of a data transfer process (DTP)? Note: There are 3 correct answers to this question.
A) Open Hub Destination
B) SAP HANA Analysis Process
C) DataStore Object (advanced)
D) InfoSource
E) CompositeProvider
3. You create a DataStore object (advanced) using the "Data Mart DataStore Object" modeling property. Which behaviors are specific to this modeling property? Note: There are 2 correct answers to this question.
A) Reporting is done based on a union of the inbound and active tables.
B) Query results are shown only when data has been activated.
C) The change log table will be filled only after data activation.
D) The records are treated as if all characteristics are in the key.
4. Which are purposes of the Open Operational Data Store layer in the layered scalable architecture (LSA++) of SAP BW/4HANA? Note: There are 2 correct answers to this question.
A) Initial staging of source system data
B) Transformations on data based on business logic
C) Harmonization of data from several source systems
D) Real-time reporting on source system data without staging
5. You want to build an SAP HANA HDI calculation view of data category CUBE, but you get a "no measure defined" error. For the business requirement, a measure does not make sense.
Besides changing the data category to DIMENSION, what do you have to do?
A) Switch from a projection node to a star join node.
B) Switch from a projection node to an aggregation node.
C) Switch from an aggregation node to a star join node.
D) Switch from an aggregation node to a projection node.
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B,C,D | Question # 3 Answer: A,D | Question # 4 Answer: C,D | Question # 5 Answer: B |
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