Download TIBCO Cloud Metadata Certified Associate Practice Exam Questions and more Exams Technology in PDF only on Docsity!
Question 1. Which type of metadata describes the technical aspects of a data asset, such as data type and structure? A) Business metadata B) Technical metadata C) Operational metadata D) Governance metadata Answer: B Explanation: Technical metadata provides details about data structures, types, and formats, essential for system integration and management. Question 2. What is the primary purpose of Data Governance in an enterprise? A) To increase data storage B) To ensure data trust and regulatory compliance C) To build user interfaces D) To speed up network connections Answer: B Explanation: Data Governance ensures that data is reliable, secure, and meets regulatory requirements. Question 3. Master Data Management (MDM) is best described as: A) The process of backing up all enterprise data B) The discipline of creating a single, consistent view of key business data C) The management of financial transactions D) The encryption of sensitive data Answer: B Explanation: MDM aims to provide a unified and accurate source of master data within an organization.
Question 4. Which core feature of TIBCO Cloud Metadata enables users to browse and search for data assets? A) Data Catalog B) Data Cleansing C) Data Masking D) Data Visualization Answer: A Explanation: The Data Catalog is used to organize, search, and manage metadata for data assets. Question 5. What does data lineage help an organization to track? A) The price of software licenses B) The flow and transformation of data from source to consumption C) The number of users in a system D) The hardware configuration of servers Answer: B Explanation: Data lineage visualizes data’s journey through systems, showing origins, changes, and endpoints. Question 6. In TIBCO Cloud Metadata, which feature supports the classification of data assets using machine learning? A) Manual Tagging B) AI/ML Algorithms C) Static Reports D) Data Encryption Answer: B Explanation: AI/ML algorithms automate and enhance the classification and discovery of metadata.
A) To store user passwords B) To document technical details about data assets C) To process transactions D) To generate invoices Answer: B Explanation: A Data Dictionary provides structured information about data assets, such as columns and data types. Question 11. How are data assets linked to business terms in TIBCO Cloud Metadata? A) Through manual mapping or automated discovery B) By renaming the data asset C) By deleting the asset D) By assigning random tags Answer: A Explanation: Data assets are associated with business terms manually or automatically for better context. Question 12. What is the role of a Data Steward in metadata management? A) To program APIs B) To manage, curate, and maintain metadata quality C) To authorize hardware purchases D) To design user interfaces Answer: B Explanation: Data Stewards ensure the accuracy, integrity, and governance of metadata. Question 13. What does a data policy define within the governance framework?
A) The physical location of servers B) Rules and guidelines for data usage and management C) The color scheme of dashboards D) The email format of users Answer: B Explanation: Data policies set expectations and rules for managing and protecting data assets. Question 14. Why is it important to monitor compliance status of data assets? A) To reduce storage costs B) To ensure adherence to policies and regulations C) To improve network speed D) To simplify user authentication Answer: B Explanation: Compliance monitoring helps organizations meet internal and external data regulations. Question 15. What is the first step in populating a Data Catalog? A) Running analytics B) Connecting and ingesting data assets C) Deleting old records D) Setting up user accounts Answer: B Explanation: Data assets must be connected and ingested before they can be cataloged and managed. Question 16. Which method can be used to populate a Data Catalog automatically? A) Manual entry only
C) The number of system users D) Server capacity Answer: B Explanation: Data lineage visualization maps how data moves and changes across systems. Question 20. What are upstream dependencies in data lineage? A) Systems that consume the data B) Systems that provide input data C) Systems that store backup copies D) Systems that manage authentication Answer: B Explanation: Upstream dependencies are the original sources that feed data into the process. Question 21. Which tool is used to assess the quality of a dataset in TIBCO Cloud Metadata? A) Data Profiler B) Data Encryption Tool C) User Role Manager D) Workflow Designer Answer: A Explanation: The Data Profiler analyzes datasets for quality metrics such as completeness and consistency. Question 22. What does the completeness metric measure in data profiling? A) The speed of data B) The proportion of non-missing values in a dataset C) The uniqueness of data values
D) The number of columns in a table Answer: B Explanation: Completeness shows how much of a dataset has valid, non-null entries. Question 23. Which cleansing operation would you use to unify varying date formats in a dataset? A) Standardization B) Data encryption C) Data deletion D) Data backup Answer: A Explanation: Standardization harmonizes values, such as date formats, across the dataset. Question 24. What is the purpose of using look-up tables in data preparation? A) To store user credentials B) To standardize values based on reference data C) To manage file storage D) To back up metadata Answer: B Explanation: Look-up tables map inconsistent values to standardized ones, improving data quality. Question 25. Which feature checks data against defined constraints in TIBCO Cloud Metadata? A) Validate B) Encrypt C) Filter D) Mask
Explanation: Tags make it easier to organize and find data assets based on user-defined categories. Question 29. Why is shared knowledge important in a Data Catalog? A) To reduce processing time B) To foster collaboration and better data understanding C) To encrypt data assets D) To increase user roles Answer: B Explanation: Shared knowledge promotes collaborative decision-making and deeper insights. Question 30. What is the process of importing metadata used for? A) To backup emails B) To bring in metadata that cannot be harvested automatically C) To delete unused metadata D) To encrypt data assets Answer: B Explanation: Manual import allows metadata inclusion when automatic harvesting is not possible. Question 31. When might you need to export metadata from TIBCO Cloud Metadata? A) For backup, sharing, or migration B) To delete assets C) To encrypt data D) To increase storage Answer: A Explanation: Exporting metadata supports data migration, sharing, and backup activities.
Question 32. What is the difference between batch and stream processing jobs? A) Batch jobs process data in groups; stream jobs process data in real time B) Batch jobs process data faster than stream jobs C) Stream jobs are only for images D) There is no difference Answer: A Explanation: Batch processing handles data in discrete groups, while stream processing handles data as it arrives. Question 33. Which step is required before monitoring a job execution in TIBCO Cloud Metadata? A) Exporting metadata B) Creating and executing the job C) Changing user roles D) Encrypting the data Answer: B Explanation: Jobs must be created and run before their execution can be monitored. Question 34. What can you do after job execution to analyze results? A) Restart the server B) Download and view the results C) Delete the job D) Backup the system Answer: B Explanation: Downloading results allows users to review and analyze job outcomes.
A) Viewer B) Steward C) Admin D) Contributor Answer: C Explanation: Admins manage users, permissions, and system configuration. Question 39. What is a data owner responsible for? A) Defining system hardware B) Overseeing the quality and usage of specific data assets C) Programming APIs D) Designing user interfaces Answer: B Explanation: Data owners are accountable for data asset integrity and compliance. Question 40. What does the term “vertical data lineage” refer to? A) Data movement over time B) Data flow within a single system, across layers C) Data movement between organizations D) Data encryption status Answer: B Explanation: Vertical lineage traces data’s journey within a system, such as from input to output. Question 41. Which of the following is NOT typically included in a Business Glossary? A) Business terms
B) Technical schema C) Definitions D) Relationships Answer: B Explanation: Business Glossaries focus on terms and definitions, not technical schema. Question 42. What is the function of a governance rule in TIBCO Cloud Metadata? A) To encrypt metadata B) To specify requirements for data usage and management C) To back up user data D) To increase search speed Answer: B Explanation: Governance rules define criteria and controls for compliant data management. Question 43. What is an example of a regulatory compliance requirement supported by metadata management? A) GDPR data subject rights B) Server location C) Network speed D) User interface color Answer: A Explanation: Metadata management helps track data lineage and processing for GDPR compliance. Question 44. What is the advantage of using facets in catalog searches? A) Faster indexing B) More precise filtering
D) By deleting old records Answer: A Explanation: Collaborative features promote shared understanding and feedback among users. Question 48. What does “metadata harvesting” mean? A) Encrypting metadata B) Automatically collecting metadata from connected sources C) Deleting metadata D) Storing metadata offline Answer: B Explanation: Metadata harvesting automates the process of gathering metadata from systems. Question 49. What is the function of “impact analysis” in data lineage tools? A) Measuring network speed B) Identifying the effects of changes to data assets on other systems C) Encrypting data D) Backing up metadata Answer: B Explanation: Impact analysis shows how changes to one asset affect downstream assets and processes. Question 50. Which TIBCO Cloud Metadata component is best for defining and organizing business language? A) Business Glossary B) Data Catalog C) Data Profiler D) Data Lineage
Answer: A Explanation: The Business Glossary centralizes business terms and relationships for clarity. Question 51. Why is consistency important in data definitions? A) To reduce server costs B) To ensure clear understanding across the organization C) To encrypt data D) To increase user roles Answer: B Explanation: Consistent definitions reduce ambiguity and support better communication. Question 52. What is the primary purpose of assigning data stewards? A) To manage network traffic B) To ensure metadata quality and governance C) To encrypt data assets D) To increase disk space Answer: B Explanation: Stewards are responsible for maintaining metadata accuracy and policy adherence. Question 53. Which TIBCO Cloud Metadata feature helps users easily find relevant data assets? A) Search with filters and facets B) Data encryption C) User authentication D) Data masking Answer: A
Question 57. Which action would you take to resolve duplicate records in a dataset? A) Deduplication B) Encryption C) Tagging D) Backing up Answer: A Explanation: Deduplication removes redundant records, improving data quality. Question 58. Which feature allows you to split or join columns during data cleansing? A) Column transformation B) Data encryption C) Data masking D) Data cataloging Answer: A Explanation: Column transformation enables operations like splitting or joining columns. Question 59. What is the benefit of associating policies with business terms? A) To improve search speed B) To ensure business terms adhere to governance requirements C) To encrypt metadata D) To delete unused assets Answer: B Explanation: Associating policies ensures business terms comply with defined standards.
Question 60. What is the function of a data profile summary? A) To provide a technical overview of a server B) To display key statistics about dataset quality C) To increase user roles D) To encrypt metadata Answer: B Explanation: A data profile summary presents metrics like completeness and uniqueness for quick assessment. Question 61. What is the output of a data profiling job in TIBCO Cloud Metadata? A) A user role assignment B) A report containing dataset quality metrics C) A backup file D) An encrypted asset Answer: B Explanation: Profiling jobs produce reports detailing data quality statistics. Question 62. Which aspect of metadata is crucial for regulatory reporting? A) Business glossary only B) Data lineage C) Dashboard colors D) User password policy Answer: B Explanation: Data lineage tracks data origins and transformations, essential for regulatory compliance. Question 63. What is the advantage of using custom constraints for data validation?
