Knowledge quiz

It's time to put what you've learned to the test, get 8 right to pass this unit.

In the context of modern data integration, what is a primary characteristic of the Zero-ETL paradigm?

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Centralizing all transformations in rigid physical pipelines

Loading raw data into cloud storage before processing it on-demand

Eliminating transformation layers through native platform integrations

Increasing data mobility to ensure high performance across all systems

In which TOGAF phases are generative AI use cases, such as customer personalization or automated reporting, first captured?

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Architecture Vision and Business Architecture

Technology Architecture and Migration Planning

Implementation Governance and Architecture Change Management

Data Architecture and Information Systems Architecture

Which framework provides the high-level architecture building blocks, such as business capabilities and technology components, in an integrated meta-model?

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DAMA-DMBOK

SAP Enterprise Architecture Framework

TOGAF

SAP Signavio

How does the integrated framework set resolve trade-offs between agility and consistency in enterprise architecture?

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By centralizing all data ownership to ensure consistency

By prioritizing speed over trust in all scenarios

By applying principles such as federating for speed and standardizing for trust

By eliminating the need for metadata management

Which SAP solution enables the creation of data products in a data mesh through semantic layers and clean cores?

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SAP Integration Suite

SAP Signavio

SAP Datasphere

SAP LeanIX

How does the DAMA-DMBOK Data Governance knowledge area support the integration of generative AI into enterprise frameworks?

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By defining ethics policies and stewardship for training data

By sequencing pilot projects into enterprise-scale architectures

By capturing business requirements for customer personalization

By managing the physical decommissioning of model versions

How do frameworks support scalability in a modern data architecture with decentralized teams?

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By centralizing all architectural decisions within a single global governance board.

By requiring every team to reinvent their own methods for each new initiative.

By providing explicit guardrails that allow teams to make local decisions confidently.

By eliminating the need for documentation and review processes in data projects.

Which DAMA-DMBOK knowledge area is essential for building the active metadata, lineage, and catalogs required for data fabric automation?

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Data Quality

Metadata Management

Data Governance

Data Integration and Interoperability

In which TOGAF Phase are domain-aligned capabilities mapped to identify data-producing and data-consuming capabilities?

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Phase B (Business Architecture)

Phase C (Data Architecture)

Phase E (Opportunities and Solutions)

Phase F (Migration Planning)

10.

How does the SAP Enterprise Architecture Framework accelerate the design of target architectures for SAP-centric organizations?

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By replacing the TOGAF Architecture Development Method with a proprietary SAP lifecycle

By providing pre-built blueprints and reference content for business, data, and integration

By automating the creation of DAMA-DMBOK data quality rules for non-SAP systems

By eliminating the need for a RACI matrix in the architecture process