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Exam (elaborations)

Collibra Integration Engineer Exam

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1. Collibra Platform Overview • Understanding the architecture of the Collibra Platform • Key components and their functionalities • Core concepts and terminologies 2. Data Governance Concepts • Fundamentals of data governance • Roles and responsibilities in a data governance program • Data governance frameworks and best practices 3. Integration Principles • Basics of integration and its importance in data governance • Common integration patterns and practices • API fundamentals (REST, SOAP) 4. Collibra API Usage • Understanding Collibra's REST API • Authenticating and securing API connections • Performing operations using the API (CRUD operations) 5. Workflow Design and Development • Basics of workflow design in Collibra • Developing custom workflows using Collibra's workflow engine • Testing and deploying workflows 6. Data Ingestion and Export • Techniques for data ingestion into Collibra • Exporting data from Collibra to other systems • Automation of data flows 7. Integration Tools and Connectors • Overview of Collibra Connect • Using MuleSoft for integrating with Collibra • Configuring and utilizing built-in connectors 8. Error Handling and Logging • Best practices for error handling in integrations • Implementing logging for integration processes • Troubleshooting common integration issues 9. Performance Optimization • Techniques for optimizing performance of integrations • Scalability considerations for large data volumes • Monitoring and improving integration performance 10. Security Considerations • Security best practices for integrations • Managing permissions and access control • Ensuring data privacy and compliance 11. Advanced Integration Scenarios • Integrating Collibra with enterprise systems (ERP, CRM) • Handling complex data transformations • Case studies of real-world integrations 12. Preparation for Production • Deployment strategies for Collibra integrations • Conducting pre-production checks • Maintenance and support plans 13. Update and Migration Strategies • Strategies for updating and migrating Collibra instances • Managing version control and compatibility • Planning for minimal downtime

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March 30, 2025
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2024/2025
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Collibra Integration Engineer Exam


1. What is the primary purpose of the Collibra Platform?
A) Data storage
B) Data governance
C) Data analytics
D) Data backup
Correct Answer: B
Explanation: The Collibra Platform is designed primarily to support and streamline data
governance practices.

2. Which component of the Collibra Platform is responsible for data cataloging?
A) Data Hub
B) Business Glossary
C) Data Dictionary
D) Metadata Manager
Correct Answer: B
Explanation: The Business Glossary catalogs data assets by standardizing definitions and
relationships across the organization.

3. What does the architecture of the Collibra Platform emphasize?
A) Centralized data lakes
B) Distributed computing only
C) Data governance workflows and metadata management
D) Real-time data processing exclusively
Correct Answer: C
Explanation: Collibra’s architecture is centered on robust governance workflows and effective
metadata management.

4. Which of the following best describes a key functionality of the Collibra Platform?
A) Automated data encryption
B) Data lifecycle management in governance
C) High-speed data replication
D) Virtualization of storage
Correct Answer: B
Explanation: The platform emphasizes managing the data lifecycle through structured
governance processes.

5. In Collibra Platform, which term refers to the standardized set of definitions for business
data?
A) Data Dictionary
B) Data Model
C) Business Glossary

,D) Data Schema
Correct Answer: C
Explanation: A Business Glossary provides standardized definitions for data assets, ensuring
consistency across the organization.

6. What is a key benefit of using the Collibra Platform?
A) Reduced data latency
B) Improved data governance and compliance
C) Increased storage capacity
D) Enhanced data encryption algorithms
Correct Answer: B
Explanation: Collibra improves overall data governance, ensuring compliance with regulations
and best practices.

7. Which architectural component in Collibra ensures collaboration among data stewards?
A) Workflow engine
B) User portal
C) Integration layer
D) Data ingestion module
Correct Answer: A
Explanation: The Workflow Engine automates governance processes, fostering collaboration
among data stewards.

8. What role does metadata management play in the Collibra Platform?
A) It compresses data files.
B) It provides context and lineage for data assets.
C) It encrypts sensitive data.
D) It monitors network traffic.
Correct Answer: B
Explanation: Metadata management supplies the necessary context, relationships, and lineage
information about data assets.

9. How does Collibra support data lineage?
A) Through real-time data replication
B) By tracking data movements across systems
C) By integrating with cloud storage
D) By optimizing query performance
Correct Answer: B
Explanation: Data lineage tracks the origin and flow of data, detailing its transformations across
systems.

10. What is the purpose of the Collibra Community feature?
A) To manage system backups
B) To facilitate knowledge sharing and collaboration
C) To encrypt data assets
D) To optimize performance

,Correct Answer: B
Explanation: The Community feature enables stakeholders to share insights and collaborate on
governance best practices.

11. Which component of Collibra Platform is primarily used for workflow management?
A) Data Warehouse
B) Workflow Engine
C) API Gateway
D) Security Module
Correct Answer: B
Explanation: The Workflow Engine is the central tool for automating and managing data
governance tasks.

12. What is the significance of data stewardship in Collibra?
A) It ensures efficient data replication.
B) It assigns responsibility for data quality and governance.
C) It encrypts data transmissions.
D) It manages hardware resources.
Correct Answer: B
Explanation: Data stewards are charged with ensuring data quality and enforcing governance
policies.

13. Which feature of Collibra facilitates cross-departmental collaboration?
A) Business Glossary
B) Data Encryption
C) Performance Monitoring
D) Data Backup
Correct Answer: A
Explanation: A shared Business Glossary fosters understanding and collaboration among
different departments.

14. What is the role of data quality rules in Collibra Platform?
A) They accelerate data retrieval.
B) They validate and ensure data accuracy.
C) They encrypt sensitive information.
D) They manage system integration.
Correct Answer: B
Explanation: Data quality rules help maintain the accuracy and consistency of data within the
platform.

15. Which of the following is a core concept in Collibra Platform?
A) Data replication latency
B) Data lineage
C) Hardware virtualization
D) Distributed file systems
Correct Answer: B

, Explanation: Data lineage is a fundamental concept for tracking how data moves and changes
within systems.

16. How does Collibra Platform help in regulatory compliance?
A) By reducing network traffic
B) Through structured data governance frameworks
C) By increasing data storage
D) Through hardware upgrades
Correct Answer: B
Explanation: The platform implements governance frameworks that support regulatory
compliance.

17. Which layer in the Collibra architecture handles data integration?
A) Presentation layer
B) Data ingestion layer
C) Workflow layer
D) Security layer
Correct Answer: B
Explanation: The data ingestion layer is responsible for integrating data from multiple sources
into Collibra.

18. What is a major advantage of Collibra's modular architecture?
A) Faster internet speeds
B) Scalability and ease of integration
C) Lower power consumption
D) Advanced graphic processing
Correct Answer: B
Explanation: A modular architecture allows for scalable growth and easy integration with other
systems.

19. Which of the following best describes the Collibra Platform's approach to data
governance?
A) Centralized and manual
B) Automated and standardized
C) Decentralized with no rules
D) Ad-hoc and reactive
Correct Answer: B
Explanation: Collibra employs automation and standardization to ensure efficient data
governance.

20. What component in Collibra assists with tracking changes to data assets?
A) Change Log
B) Metadata repository
C) Performance dashboard
D) Security audit trail
Correct Answer: B

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