Free Data Warehousing & Business Intelligence Exam Questions and Answers
Data Warehousing & Business Intelligence is part of the Certified Data Management Professional programme from DAMA International. CDMP works unlike anything else in this catalogue: everyone sits the same 100-question Data Management Fundamentals paper, and the score alone decides the tier. Sixty per cent earns Associate, seventy Practitioner and eighty Master — with the upper two also requiring two specialist exams at the same threshold, and Master additionally ten years' experience and a reviewed CV. There are no prerequisites for any CDMP exam. Each paper is 90 minutes, $311, English only and remote-proctored, and certification runs three years before annual maintenance begins.
The first 10 questions on this page are free to read, answers included — no account and no card. A plan opens the rest of the bank, the full timed practice test and your weak-topic reporting.
Last updated: September 15, 2026
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- CDMP
- Questions in our bank
- 1000+
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- First 10, with answers
- Official page
- Official Exam website
- Our test mode duration & pass mark
- 130 mins · 70%
- Verified answers
- Reviewed weekly
Recommended: Switch to Test Mode to start a practice test that simulates the real exam experience.
Question #1
A company needs to improve its data reporting process. What tool will allow them to create dashboards for data visualization?
Please select an optionIncorrectCorrect answer: C
BI Reporting Tools are designed specifically for creating visualizations and dashboards based on data analytics.
Was this answer correct?Question #2
During a data migration process, which approach ensures that data integrity is maintained?
Please select an optionIncorrectCorrect answer: D
An ETL process extracts, transforms, and loads data while ensuring data integrity throughout the migration.
Was this answer correct?Question #3
Which of the following best describes the purpose of a data warehouse?
Please select an optionIncorrectCorrect answer: D
A data warehouse is specifically designed for analytical processing and helps to support decision-making.
Was this answer correct?Question #4
A sales manager wants to analyze past sales trends over the last five years. Which BI technique should they use?
Please select an optionIncorrectCorrect answer: C
Descriptive analytics analyzes past data to identify trends and patterns in sales over a specific period.
Was this answer correct?Question #5
What is a star schema in a data warehouse?
Please select an optionIncorrectCorrect answer: A
A star schema is a type of database schema used in data warehousing that organizes data into fact and dimension tables.
Was this answer correct?Question #6
When implementing a data governance framework, what is the primary goal?
Please select an optionIncorrectCorrect answer: C
The primary goal of data governance is to ensure the accuracy, consistency, and quality of data across the organization.
Was this answer correct?Question #7
A user runs a report that takes too long to execute. What could be a potential reason?
Please select an optionIncorrectCorrect answer: C
Inefficient queries can lead to long execution times in reporting. Optimizing the SQL query can improve performance.
Was this answer correct?Question #8
In a data warehouse, what is the purpose of staging tables?
Please select an optionIncorrectCorrect answer: C
Staging tables temporarily hold raw data before it is transformed and loaded into the data warehouse.
Was this answer correct?Question #9
What is a major benefit of using a cloud-based data warehousing solution?
Please select an optionIncorrectCorrect answer: C
Cloud-based data warehouses offer easy accessibility from anywhere, facilitating data analysis and sharing.
Was this answer correct?Question #10
A retail company wants to segment its customers for targeted marketing. Which analysis method should they employ?
Please select an optionIncorrectCorrect answer: D
Clustering analysis is a method used for segmenting customers based on similarities in their behaviors or characteristics.
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FAQ
Learn More: https://cdmp.info/exams/
- Q1: What is the Data Warehousing & Business Intelligence exam?
- A: Data Warehousing & Business Intelligence is a CDMP certification exam. Judging by the questions in our bank, it concentrates on warehouse, fact, marketing, table and sales.
- Q2: What topics does the Data Warehousing & Business Intelligence exam cover?
- A: Questions in our Data Warehousing & Business Intelligence bank cluster around warehouse, fact, marketing, table, sales, governance and analyst. Working through the full set is the quickest way to find which of these you are weakest on.
- Q3: How should I prepare for Data Warehousing & Business Intelligence?
- A: Work through the Data Warehousing & Business Intelligence practice questions here, checking your answer on each one, then sit the practice test to rehearse the exam under timed conditions before the real thing.
- Q4: Are these real Data Warehousing & Business Intelligence exam questions?
- A: They are drawn from officially released past questions and from community members who have sat Data Warehousing & Business Intelligence. Answers are verified and updated weekly.
- Q5: Where do I register for the Data Warehousing & Business Intelligence exam?
- A: Register through CDMP directly at https://cdmp.info/exams/. Exampractice is not affiliated with CDMP and does not administer the exam.
- Q6: Is there a free Data Warehousing & Business Intelligence sample?
- A: Yes. Every Data Warehousing & Business Intelligence page shows a free sample of real questions. Upgrading opens the full bank and the practice test.
- Q7: What are CDMP Certification Exams?
- A: CDMP (Certified Data Management Professional) Certification Exams validate your expertise in data management, covering areas such as data governance, data quality, data modeling, and data warehousing. These certifications demonstrate your proficiency in managing and utilizing data effectively within an organization.
- Q8: Why should I pursue CDMP Certification?
- A: CDMP Certification enhances your professional credibility, showcasing your skills and knowledge in data management. This can lead to better job opportunities, higher salaries, and career advancement in data management, IT, and business intelligence fields.
- Q9: What are the benefits of CDMP Certification?
- A: Benefits include recognition as a certified data management professional, improved job performance, access to exclusive resources, continuing education opportunities, and staying current with the latest data management practices and technologies.
- Q10: Who should take CDMP Certification Exams?
- A: Data managers, data analysts, database administrators, data architects, and anyone involved in data governance and management should consider these certifications to validate their expertise and advance their careers.
- Q11: What types of CDMP Certification Exams are available?
- A: The CDMP certification path includes different levels: Associate, Practitioner, and Master, each tailored to different roles and expertise levels in data management. Exams cover various data management topics, aligned with the DAMA International Data Management Body of Knowledge (DMBOK).
- Q12: How do I prepare for CDMP Certification Exams?
- A: Preparation can include official CDMP training courses, study guides, practice exams, online tutorials, and hands-on experience in data management.
- Q13: Where can I take CDMP Certification Exams?
- A: CDMP Certification Exams can be taken online or at authorized testing centers, providing flexibility to fit your schedule and location.
- Q14: How do CDMP Certifications impact my career?
- A: CDMP Certifications significantly boost your career by demonstrating your expertise to employers, making you a more competitive candidate for advanced roles and promotions in data management and related fields.
- Q15: Are there any prerequisites for CDMP Certification Exams?
- A: Some exams may have prerequisites, such as foundational knowledge or prior experience in data management. Check the specific requirements for each certification level on the DAMA International website.
- Q16: How often do I need to recertify for CDMP Certifications?
- A: CDMP Certifications typically require recertification every three years, which involves earning continuing professional development (CPD) credits to ensure that certified professionals stay updated with the latest data management practices and technologies.