Knowledge quiz

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

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

Choose the correct answer.

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 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

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

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 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 components are combined in a Retrieval-Augmented Generation (RAG) pipeline to generate responses?

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Vector databases and large language models

Traditional data lakes and relational databases

Streaming architectures and event-driven models

Content filters and toxicity detection modules

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

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

During which phase of the TOGAF Architecture Development Method (ADM) are DAMA-driven deliverables, such as conceptual data models and metadata standards, mandated?

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Architecture Vision

Data Architecture

Migration Planning

Implementation Governance

10.

Which type of framework focuses on the operational lifecycle of data as an asset, including its definition, modeling, and security?

Choose the correct answer.

Enterprise Architecture Framework

Data Management Framework

Cloud Platform Framework

Application Development Framework