Data platformsData Platforms
330 Analytics Engineering Questions for dbt Core™ 1.11
Focused practice and timed mock exams
Strengthen DMBOK2 Revised Edition concepts with 3 topic tests, 2 full mocks, feedback and focused study tips.
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Overview
Questions and explanations: American English
Check the provider’s current objectives before booking your exam. This is independent practice material.
This course contains the use of artificial intelligence.
Prepare for the DAMA CDMP Data Management Fundamentals exam with 350 original English practice questions. Work through three focused topic tests, then use two complete 100-question mocks to assess your understanding across the published exam topics. The course follows the DAMA-DMBOK2 Revised Edition (2024) scope.
Practice the decisions behind the terminology
Questions cover governance responsibilities, data architecture, modeling, storage and operations, security, integration, documents and content, master and reference data, warehousing and BI, metadata, data quality, ethics, big data, and the data management process.
You will distinguish a data owner's accountability from technical custody; assess source and target semantics; identify modeling constraints; interpret quality scores; and choose controls for data movement, records, access, and recovery. Scenarios include conflicting customer attributes, historical reference codes, late events, missing metadata, and misleading report totals.
Use explanations to diagnose gaps
Each question includes:
Read the feedback for incorrect alternatives as well as the correct answer. It helps you distinguish closely related concepts such as identity matching and survivorship, validity and accuracy, replication and backup, or lineage and semantic correctness.
Follow a practical study sequence
Start with the three 50-question topic tests. Their 75-minute allowance and 80% practice target support deliberate study; these are course settings, not official exam specifications.
Next, attempt a full mock before reading its explanations. Each mock contains 100 questions distributed across the fourteen published topic weights, with a 90-minute timer for standard pacing. Eligible candidates preparing for the official English ESL option may also rehearse separately with 110 minutes. The mocks use four-option single-answer questions as a learning format; they do not claim to reproduce every feature of the real exam.
The mock threshold is 60%, corresponding to the Associate score target. Learners pursuing Practitioner or Master should use the relevant 70% or 80% fundamentals score target and check the additional certification requirements separately. A practice score does not guarantee an exam result.
Know what this course provides
This is an independent practice course, without official endorsement or affiliation with DAMA. It contains original learning questions rather than recalled live exam items. It does not award certification, cover the specialist exams in depth, or replace your study of the official DMBOK reference.
Use your DMBOK study alongside the tests, revisit weak topics, and return to a mock after you can explain the underlying reasoning rather than recognize the answer.
Practice sets
50 questions75 minutes
50 questions75 minutes
50 questions75 minutes
100 questions90 minutes
100 questions90 minutes
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Data platformsData Platforms
Focused practice and timed mock exams
Data platformsData Platforms
Focused practice and timed mock exams
Data platformsData Platforms
Focused practice and timed mock exams