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    Free Collibra Data Steward Certification Sample Questions

    35 free sample questions from our bank of 334+, covering every exam domain, with answers and detailed explanations. Updated August 2026.

    Domain 1: Asset evaluation

    Subdomain 1.5: Ensure data sets meet certification standards

    1.What is the primary purpose of data certification in Collibra?

    1. A.To catalog and discover available data assets
    2. B.To approve data sets for use per governance criteria
    3. C.To archive datasets for long-term storage purposes
    4. D.To mask personally identifiable information fields
    Show answer & explanation

    Correct answer: BTo approve data sets for use per governance criteria

    • A. Incorrect. Cataloging and discovering data assets is a function of data cataloging, not certification. Certification focuses on validating that data sets meet quality and governance standards, rather than simply listing assets.
    • B. Correct. Data certification in Collibra is primarily used to formally approve data sets for use based on predefined governance criteria. It signals to consumers that the asset is trusted, validated, and suitable for business use.
    • C. Incorrect. Archiving datasets for long-term storage is a records management or retention activity, unrelated to certification. Certification is about validating data for active use, not storage lifecycle management.
    • D. Incorrect. Masking personally identifiable information is a data protection or privacy control, not the purpose of certification. While certification may consider compliance, it does not itself perform masking.

    Subdomain 1.5: Ensure data sets meet certification standards

    2.A business user raises a challenge, claiming that a certified dataset contains outdated information. What should the data steward do?

    1. A.Ignore the claim because the dataset is already certified
    2. B.Immediately revoke the certification to avoid risk
    3. C.Investigate the claim and launch a certification review if needed
    4. D.Ask the business user to certify the dataset themselves
    Show answer & explanation

    Correct answer: CInvestigate the claim and launch a certification review if needed

    • A. Incorrect. Certification does not mean a dataset is immune to scrutiny; the data steward must review claims of outdated information to ensure ongoing data quality and certification standards.
    • B. Incorrect. Immediately revoking certification without investigation is too drastic and disrupts business. The steward should first validate the claim and assess impact before taking action.
    • C. Correct. The data steward should investigate the challenge to verify its validity. If the dataset is indeed outdated, a certification review should be launched to address the issue and maintain certification standards.
    • D. Incorrect. Certification is the responsibility of the data steward or designated authority, not the business user. The user's challenge should be reviewed, but they should not be asked to certify the dataset.

    Subdomain 1.4: Describe an articulation score

    3.How does the articulation score differ from the data quality score in Collibra?

    1. A.The articulation score measures metadata completeness, while the data quality score measures data validity.
    2. B.The articulation score is calculated automatically, while the data quality score requires manual input.
    3. C.The articulation score applies only to business terms, while the data quality score applies to data assets.
    4. D.The articulation score is a simple true/false indicator, while the data quality score is a percentage.
    Show answer & explanation

    Correct answer: AThe articulation score measures metadata completeness, while the data quality score measures data validity.

    • A. Correct. The articulation score measures the completeness and richness of metadata for an asset (e.g., descriptions, relationships, classifications), while the data quality score assesses the validity, accuracy, and reliability of the actual data.
    • B. Incorrect. Both scores can be calculated automatically or manually depending on configuration; the key difference is the object of measurement: metadata completeness versus data quality.
    • C. Incorrect. The articulation score applies to various asset types, not just business terms; similarly, data quality scores are not limited to data assets alone.
    • D. Incorrect. The articulation score is not a simple true/false indicator; it is typically a percentage or numerical value representing metadata completeness, and data quality scores can also be percentages.

    Subdomain 1.1: Describe the asset lifecycle and how it relates to articulation scoring

    4.An asset’s articulation score drops from 90% to 70% overnight. What is the most likely cause?

    1. A.An automated approval process completed
    2. B.A mandatory metadata field was cleared
    3. C.The platform underwent a version update
    4. D.The asset was viewed by many users
    Show answer & explanation

    Correct answer: BA mandatory metadata field was cleared

    • A. Incorrect. An automated approval process typically changes workflow state or governance status, but it does not cause a sudden drop in articulation score. Articulation score is driven by metadata completeness and required attributes, not approval actions.
    • B. Correct. Articulation scores are directly tied to metadata completeness. If a mandatory metadata field was cleared, the asset immediately loses points for required completeness, causing a sharp drop. A sudden overnight decrease is most consistent with a required field becoming empty or invalid.
    • C. Incorrect. A platform version update may introduce new features or changes, but it does not directly alter the articulation score of an individual asset unless it retroactively affects metadata requirements. A score change of this size is more commonly explained by a metadata change on the asset itself.
    • D. Incorrect. The number of views an asset receives does not impact its articulation score. Articulation scoring is based on metadata and governance completeness, not usage metrics like views.

    Subdomain 1.6: Analyze data flow with the technical lineage viewer

    5.What is a prerequisite for viewing technical lineage in the technical lineage viewer?

    1. A.The data source is registered and authenticated in Collibra
    2. B.Technical lineage is harvested from the connected data source
    3. C.A business term is assigned to each asset in the lineage
    4. D.The user holds a System Administrator role in Collibra
    Show answer & explanation

    Correct answer: BTechnical lineage is harvested from the connected data source

    • A. Incorrect. While registering and authenticating a data source is necessary for connecting Collibra to the system, it is not the direct prerequisite for viewing technical lineage. Lineage will not appear unless it has been harvested from that source.
    • B. Correct. Technical lineage must be harvested from a connected data source in order to be visible in the technical lineage viewer. Without harvested lineage metadata, Collibra cannot display the data flow between assets.
    • C. Incorrect. Assigning business terms to assets is a business governance activity that enriches metadata but is not required for technical lineage analysis. The technical lineage viewer focuses on technical relationships and data flow, not on whether glossary terms are mapped.
    • D. Incorrect. A System Administrator role is not required to view or analyze technical lineage. Users with appropriate permissions, such as Data Steward or Lineage Viewer roles, can access the lineage viewer provided lineage data has been harvested.

    Subdomain 1.3: Interpret data profiling results

    6.Which data profiling result suggests that a column is likely an ID field?

    1. A.The column contains many duplicate entries.
    2. B.Mostly unique values suggest an ID field.
    3. C.The column includes many rows with missing values.
    4. D.The column is formatted as string data type.
    Show answer & explanation

    Correct answer: BMostly unique values suggest an ID field.

    • A. Incorrect. A large number of duplicate entries indicates low uniqueness, which is not typical for an ID field. IDs are expected to be unique or nearly unique to identify rows.
    • B. Correct. Profiling results showing mostly unique values strongly suggest the column is an identifier field, as IDs are designed to uniquely identify each row.
    • C. Incorrect. Many missing values relate to completeness, not uniqueness. While missing data is a profiling result, it does not imply the column is an ID field.
    • D. Incorrect. The data type being string is not indicative of an ID field. Many non-ID fields are also stored as strings, so this alone is insufficient to conclude it is an ID.

    Domain 2: Asset management

    Subdomain 2.7: Use search filters to find assets

    7.When using multiple filters in the basic search panel, Collibra applies the OR operator between them.

    1. A.True
    2. B.False
    Show answer & explanation

    Correct answer: ATrue

    • A. The statement is true because when multiple filters are selected in the basic search panel, Collibra uses the OR operator, meaning assets matching any filter are returned.
    • B. The statement is false because Collibra actually applies the OR operator between multiple filters, not the AND operator; thus the original statement is correct.

    Subdomain 2.9: Resolve issues for assets that have since been modified in the data source

    8.In Collibra, when an asset is re-synchronized from the data source, what is the default effect on existing open issues related to that asset?

    1. A.All open issues are automatically closed after re-synchronization.
    2. B.The issues remain open with a warning about stale metadata.
    3. C.The issues are marked for review by the system administrator.
    4. D.The issues are reassigned to the steward who performed synchronization.
    Show answer & explanation

    Correct answer: BThe issues remain open with a warning about stale metadata.

    • A. Incorrect. Re-synchronizing an asset does not automatically close all related open issues. Issues are preserved so users can still track and resolve the underlying concern; they remain active unless manually resolved.
    • B. Correct. By default, open issues remain open after re-synchronization, but Collibra may flag them with a warning indicating that the underlying metadata has changed and the issue may be based on stale metadata, prompting review.
    • C. Incorrect. Collibra does not automatically place open issues into a special review state for a system administrator when an asset is re-synchronized. Issues remain part of the normal workflow unless a user acts on them.
    • D. Incorrect. Re-synchronization does not reassign issues to the steward who performed the synchronization. Issue ownership and workflow are managed separately from the synchronization process; reassignment is a manual action.

    Subdomain 2.9: Resolve issues for assets that have since been modified in the data source

    9.A data engineer informs you that a table partition has been dropped, causing some columns to disappear. You have open issues on those columns regarding data quality. What is the most appropriate immediate action?

    1. A.Reject the issues because the columns no longer exist.
    2. B.Re-synchronize the table asset, then review the issues.
    3. C.Close the issues as "Resolved" and notify the engineer.
    4. D.Create new data quality issues on the remaining columns.
    Show answer & explanation

    Correct answer: BRe-synchronize the table asset, then review the issues.

    • A. Rejecting the issues is premature because the schema change must first be reflected in Collibra. Updating the asset metadata allows you to accurately assess which issues are still relevant. Discarding issues without synchronization may lead to loss of important context.
    • B. Re-synchronizing the table asset ensures Collibra reflects the latest schema from the data source. After synchronization, you can review the open issues and determine whether they should be closed, reassigned, or otherwise handled based on the updated asset state.
    • C. Closing the issues as 'Resolved' without first updating the schema in Collibra is premature. The issues should be reviewed after the asset is re-synchronized to verify their validity based on the current schema.
    • D. Creating new issues on the remaining columns does not address the existing open issues tied to the dropped columns. The immediate need is to align Collibra with the source system change by re-synchronizing the asset, then assessing the current issue set.

    Subdomain 2.4: Make an ingested catalog asset (e.g., a Report) more valuable by adding more context

    10.A data steward is tasked with enriching a newly ingested financial report asset in Collibra to make it meaningful for business users. What should be the steward’s first action to add business context?

    1. A.Establish a data quality rule to monitor accuracy and completeness of the data.
    2. B.Write a comprehensive business description explaining the report’s purpose and key metrics.
    3. C.Assign the asset to a relevant domain and designate a responsible steward for oversight.
    4. D.Set up user access controls to limit visibility to authorized business stakeholders.
    Show answer & explanation

    Correct answer: BWrite a comprehensive business description explaining the report’s purpose and key metrics.

    • A. Incorrect. While data quality rules are important for improving trust in data, they do not directly add business context. The first step in making an ingested asset meaningful is to describe and contextualize it, not to monitor its quality.
    • B. Correct. Writing a clear business description is the most direct way to add business context to a newly ingested report. It explains the report’s purpose, what it measures, and how business users should interpret it, thereby making the asset meaningful.
    • C. Incorrect. Assigning the asset to a domain and designating a steward helps with governance and ownership, but it does not by itself explain the report's business meaning. This is more of an administrative governance step than a context-enrichment step.
    • D. Incorrect. Access controls are important for security and compliance, but they do not add business context to the report. They determine who can see the asset, not how the asset is understood by business users.

    Subdomain 2.6: Create asset descriptions using Collibra’s AI description generator

    11.Which of the following steps correctly describes how to create an asset description using Collibra’s AI description generator?

    1. A.Navigate to the business term, open the details panel, click "Generate AI description", review and accept
    2. B.Navigate to the business term, click the 'Edit' button, type the desired description manually, and then click 'Save' to persist
    3. C.Open the workflow editor, create a new workflow, add an AI description generation task, and then execute the workflow
    4. D.Go to the asset page, select 'Bulk operations', choose 'Generate descriptions', then pick the term
    Show answer & explanation

    Correct answer: ANavigate to the business term, open the details panel, click "Generate AI description", review and accept

    • A. Correct. This is the standard process in Collibra for generating an AI description. Navigate to the business term, open the details panel, click 'Generate AI description', then review and accept the suggested text before saving.
    • B. Incorrect. This describes the manual edit path, not the AI description generator. While it updates the description, it does not use Collibra’s AI feature.
    • C. Incorrect. Creating a custom workflow is not the typical method for generating an AI description for a single business term. The AI description generator is a built-in feature accessed directly from the asset’s details panel, not via the workflow editor.
    • D. Incorrect. Bulk operations are not the standard mechanism for generating AI descriptions for a single term. The expected action is to open the asset and use the dedicated AI description generation option in its details panel.

    Subdomain 2.5: Improve understanding of ingested catalog assets (e.g., Report Attributes) by linking them to business terms

    12.A report attribute is linked to a business term, but the attribute's name and the business term seem misaligned. What is the best course of action for the data steward?

    1. A.Change the report attribute name to 'NET_SALES' without fixing the underlying semantic issue
    2. B.Unlink the business term and remove all context from the report attribute
    3. C.Review the term definition with stakeholders; update if wrong, else relink to a suitable term
    4. D.Create a new business term 'Net Sales Amount' and link both terms to the attribute
    Show answer & explanation

    Correct answer: CReview the term definition with stakeholders; update if wrong, else relink to a suitable term

    • A. Incorrect. Merely changing the attribute name does not resolve the semantic misalignment between the attribute and the business term. The attribute name reflects its technical meaning, while the business term should capture business meaning. Renaming does not ensure accurate governance.
    • B. Incorrect. Unlinking the term without further investigation leaves the attribute without business context, reducing its understandability and governance value. The data steward should first verify whether the term definition is correct or the linkage is inappropriate.
    • C. Correct. The data steward should review the business term definition with stakeholders to confirm accuracy. If the definition is incorrect, update it; if the definition is correct but the link is mismatched, unlink and link to a more appropriate term. This ensures metadata remains semantically correct and useful.
    • D. Incorrect. Creating a new business term without evaluating the existing one can lead to redundancy and confusion. While a new term may be needed if the concept is truly missing, linking both terms to the same attribute is not best practice and does not resolve the misalignment.

    Subdomain 2.1: Create assets

    13.What is the purpose of the 'Status' field when creating an asset?

    1. A.To specify which workflow the asset will follow
    2. B.To indicate the asset's current lifecycle phase
    3. C.To determine which users can view the asset
    4. D.To set the asset's visibility priority in search
    Show answer & explanation

    Correct answer: BTo indicate the asset's current lifecycle phase

    • A. Incorrect. The 'Status' field does not control workflow assignment; workflows are configured separately and manage process steps, not the asset's status value.
    • B. Correct. The 'Status' field indicates the asset's current lifecycle phase, such as 'Draft', 'Approved', or 'Deprecated'. It helps users understand where the asset is in its lifecycle.
    • C. Incorrect. User access and permissions are managed through roles and domain restrictions, not by the 'Status' field. The status does not determine who can view the asset.
    • D. Incorrect. Search visibility and priority are controlled by other metadata or configurations, not the 'Status' field. Asset status is about lifecycle state, not search behavior.

    Subdomain 2.1: Create assets

    14.A data steward uploaded an Excel file to create several new Data Assets. Some records failed to import. Which of the following could be reasons? (Select all that apply)(Select 3)

    1. A.The 'Name' column was not present in the Excel file.
    2. B.The 'Community' column contained invalid community names.
    3. C.The 'Asset Type' column had types not defined in Collibra.
    4. D.The Excel file was saved with an unsupported .xls extension.
    5. E.The steward lacked 'Asset: Create' permission in the domain.
    6. F.The import was done during a scheduled maintenance window.
    Show answer & explanation

    Correct answers: A, B, CThe 'Name' column was not present in the Excel file.; The 'Community' column contained invalid community names.; The 'Asset Type' column had types not defined in Collibra.

    • A. Correct. The 'Name' column is mandatory for creating assets in Collibra. If it is missing, the import will fail for those records because a name is required for each asset.
    • B. Correct. The 'Community' column must reference valid community names in Collibra. Invalid or non-existent community names cause the importer to fail on those rows.
    • C. Correct. The 'Asset Type' must match an existing asset type configured in Collibra. Undefined or unsupported types will result in import errors for those records.
    • D. Incorrect. Collibra supports both .xls and .xlsx file extensions for Excel imports. The file extension alone is not a reason for record-level failures; this would be a global issue.
    • E. Incorrect. If the steward lacks the 'Asset: Create' permission for the target domain, the entire import would fail, not just some records. Thus, it cannot explain partial failure.
    • F. Incorrect. Scheduled maintenance windows are not a typical cause of record-level import failures. Import failures are normally due to data validation, permissions, or configuration issues.

    Subdomain 2.2: Enrich an asset by adding new information about it

    15.To maintain a clear audit trail, Collibra records certain enrichment actions in the asset's Activity Log. Which two of the following actions are captured there?(Select 2)

    1. A.Adding a new custom attribute value
    2. B.Creating a relation to another asset
    3. C.Accessing the asset page for viewing
    4. D.Exporting the asset data as a CSV
    5. E.Retrieving an attached resource file
    6. F.Sending the asset link via email
    Show answer & explanation

    Correct answers: A, BAdding a new custom attribute value; Creating a relation to another asset

    • A. Correct. Adding or changing a custom attribute value modifies the asset's metadata, which is an enrichment action. Collibra records such changes in the Activity Log to maintain an audit trail, tracking who changed what and when.
    • B. Correct. Creating a relation to another asset enriches the asset by establishing a connection, altering its metadata and context. Collibra logs this action in the Activity Log for traceability.
    • C. Incorrect. Accessing the asset page for viewing is a read-only action and does not modify or enrich the asset. The Activity Log focuses on changes that alter the asset or its metadata.
    • D. Incorrect. Exporting asset data as a CSV is a data retrieval action, not an enrichment change to the asset itself. Therefore, it is not recorded in the Activity Log.
    • E. Incorrect. Retrieving an attached resource file is a viewing or download action, not a modification. The Activity Log records modifications, not access to attachments.
    • F. Incorrect. Sending the asset link via email is a sharing action that does not alter the asset's metadata or content. Hence, it is not captured as an enrichment action in the Activity Log.

    Domain 3: Data classification

    Subdomain 3.1: Review ingested data and data classes

    16.Which of the following are valid methods for reviewing ingested data and data classes in Collibra?(Select 3)

    1. A.Browsing the Data Catalog and filtering by assigned data class
    2. B.Using the Classification Dashboard to review overall coverage
    3. C.Running a data quality rule to verify classification accuracy
    4. D.Exporting data asset records to a CSV file for offline review
    5. E.Reviewing classification status of columns in a specific data set
    6. F.Assigning a new data class directly from the workflow inbox
    Show answer & explanation

    Correct answers: A, B, EBrowsing the Data Catalog and filtering by assigned data class; Using the Classification Dashboard to review overall coverage; Reviewing classification status of columns in a specific data set

    • A. Browsing the Data Catalog and filtering by assigned data class allows data stewards to view and inspect data assets based on their classification, enabling verification of class assignments against expectations. This is a standard and direct method for reviewing ingested data and data classes.
    • B. The Classification Dashboard provides an overview of classification coverage and metrics, which is a valid tool for reviewing the status and overall coverage of ingested data and data classes, helping stewards monitor governance progress.
    • C. Running a data quality rule is used to assess data quality conditions, not to verify classification accuracy. Classification review relies on catalog metadata and classification views, not data quality rules.
    • D. Exporting data asset records to a CSV file may support offline analysis but is not a primary in-application method for reviewing ingested data and data classes within Collibra. It adds manual effort and does not directly support active stewardship.
    • E. Reviewing classification status of columns in a specific data set allows data stewards to inspect granular classification details after ingestion, validating whether sensitive or governed data elements have been correctly identified.
    • F. Assigning a new data class directly from the workflow inbox is an action to classify data, not a method for reviewing existing classifications. The question asks about review, so this option is outside the scope of inspection and validation.

    Subdomain 3.2: Accept or reject Edge-suggested data classifications on columns

    17.A data steward is reviewing Edge-suggested classifications and finds conflicting suggestions for the same column. What is the appropriate action to resolve the conflict?

    1. A.Accept the 'Email Address' suggestion and reject the 'Phone Number' suggestion.
    2. B.Accept both suggestions, and both classifications will be applied to the column.
    3. C.Reject both suggestions and manually assign a custom classification or data attribute.
    4. D.Accept one suggestion and ignore the other, leaving it in a pending state indefinitely.
    5. E.Bulk accept all Edge suggestions for the table to resolve the conflict automatically.
    6. F.Request a re-run of the Edge profiling to generate new suggestions.
    Show answer & explanation

    Correct answer: CReject both suggestions and manually assign a custom classification or data attribute.

    • A. Incorrect. While you can accept or reject individual suggestions, this does not address the conflict resolution process. The steward must explicitly resolve the conflict by choosing one or rejecting both. Without context, simply accepting one over the other is not necessarily valid.
    • B. Incorrect. A column cannot have two mutually exclusive classifications (e.g., 'Email Address' and 'Phone Number') simultaneously. Accepting both would create ambiguity and not resolve the conflict.
    • C. Correct. When Edge suggestions are conflicting or not trustworthy, the data steward can reject the suggestions and manually apply the appropriate classification or data attribute. This ensures the column has a single, accurate classification based on steward judgment.
    • D. Incorrect. Leaving a suggestion in a pending state indefinitely does not resolve the conflict and may lead to incomplete or inconsistent data classification. The steward is expected to accept or reject each suggestion.
    • E. Incorrect. Bulk accepting all suggestions does not resolve conflicts on individual columns. Conflicting classifications would still exist, and the steward must address these conflicts individually to ensure accuracy.
    • F. Incorrect. Requesting a re-run of Edge profiling does not guarantee the conflict will be resolved, as similar suggestions may reappear. The steward should first review and manually resolve the conflict rather than relying on reprofiling.

    Domain 4: Asset views

    Subdomain 4.1: Use filters to create a new view with specific assets

    18.A data steward wants to create a view showing all assets that have a certification due date within the next 30 days and are assigned to them. They apply a filter for "Assigned to" equals themselves and a filter for "Certification Due Date" is in the next 30 days. However, the view also shows assets assigned to other users. What is the most likely reason?

    1. A.The "Assigned to" filter is case-sensitive and does not match their username.
    2. B.The filters are combined with an OR condition instead of an AND condition.
    3. C.The "Certification Due Date" filter overrides the "Assigned to" filter.
    4. D.The user lacks the required permissions to filter on the "Assigned to" field.
    Show answer & explanation

    Correct answer: BThe filters are combined with an OR condition instead of an AND condition.

    • A. Incorrect. The 'Assigned to' filter in Collibra is not case-sensitive by default, so a case mismatch would not cause the view to show assets assigned to other users. Instead, the issue points to how the filters are being combined.
    • B. Correct. If the filters are combined with an OR condition, the view displays assets that meet either criterion: assigned to the user OR due within 30 days. This explains why assets assigned to other users appear if their certification due date is within the next 30 days.
    • C. Incorrect. Filters in Collibra do not override each other; they are evaluated together based on the logical operator (AND or OR) set between them. The most likely cause is the operator, not override.
    • D. Incorrect. A lack of permissions would typically prevent the user from applying or seeing the filter at all, not cause it to include extra assets. The described behavior is about filter logic, not access control.

    Subdomain 4.1: Use filters to create a new view with specific assets

    19.A data steward creates a view with filters to show all "Data Dictionary" assets. They then realize they also need to include "Data Model" assets. How can they modify the existing view to include both asset types?

    1. A.First delete the current view, then create a fresh view including filters for both asset types.
    2. B.Add an OR-based filter for Asset Type equals "Data Model" alongside the existing filter.
    3. C.Modify the existing filter value to "Data Dictionary, Data Model" as a multi-value input.
    4. D.Create a new view containing both asset types and then manually combine it with the existing view.
    Show answer & explanation

    Correct answer: BAdd an OR-based filter for Asset Type equals "Data Model" alongside the existing filter.

    • A. Deleting and recreating the view is unnecessary and inefficient, as Collibra allows modifying existing filters directly without discarding any other configurations.
    • B. Adding an OR-based filter for Asset Type equals "Data Model" alongside the existing filter for "Data Dictionary" will include both asset types in the view. This is the standard way to combine multiple conditions in Collibra, broadening the result set without replacing the existing view.
    • C. Collibra does not support multi-value input in a single filter value for asset types; comma-separated entries are not interpreted as multiple discrete values. Each asset type must be specified as a separate filter condition combined with OR logic.
    • D. Manually combining views is not a supported or efficient method in Collibra. Views cannot be merged; the existing view should be edited directly to include filter criteria for both asset types.

    Subdomain 4.2: Create a new view using hierarchy paths and filters with AND/OR logic

    20.What is the primary purpose of hierarchy paths when creating a view in Collibra?

    1. A.To apply custom logical operators between multiple filter conditions.
    2. B.To include assets from a selected community and all its sub-communities.
    3. C.To restrict the view to only assets of a specific asset type.
    4. D.To sort the resulting assets by their position in the hierarchy.
    Show answer & explanation

    Correct answer: BTo include assets from a selected community and all its sub-communities.

    • A. Incorrect. Custom logical operators (AND/OR) are used in filter conditions, not hierarchy paths. Hierarchy paths traverse the hierarchy to include assets based on their location, not to apply logical operations.
    • B. Correct. Hierarchy paths allow you to include assets from a selected community and all its sub-communities by traversing the hierarchy structure. This is useful when you want the view to reflect the full hierarchical scope under a parent node.
    • C. Incorrect. Restricting a view to a specific asset type is done with type-based filters, not hierarchy paths. Hierarchy paths focus on structural relationships and inclusion based on ancestry, not asset types.
    • D. Incorrect. Sorting assets by their position in the hierarchy is a display or ordering concern, not the purpose of hierarchy paths. Hierarchy paths determine inclusion based on ancestry, not sorting order.

    Subdomain 4.2: Create a new view using hierarchy paths and filters with AND/OR logic

    21.Which approach correctly creates a Collibra view that returns assets under the 'Risk Management' domain with Asset Type 'Report' and Tag 'Compliance', combined with AND logic?

    1. A.Add a hierarchy path for 'Risk Management', then add separate conditions for Asset Type = 'Report' and Tag = 'Compliance', and combine all with AND logic.
    2. B.Create separate filter groups for hierarchy path, Asset Type, and Tag, using 'Risk Management', 'Report', and 'Compliance' respectively, and combine the groups with OR.
    3. C.Add a hierarchy path for 'Risk Management', then add a filter group containing both Asset Type = 'Report' and Tag = 'Compliance' conditions with the group operator set to AND.
    4. D.Utilize a single hierarchy path that includes both the 'Risk Management' domain and the 'Compliance' tag as nested elements to automatically apply the tag filter.
    5. E.Include three conditions in a single filter group: Asset Type equals 'Report', Tag equals 'Compliance', and Domain equals 'Risk Management', combined with AND.
    6. F.Add a hierarchy path for 'Risk Management' and a condition for Asset Type = 'Report' in this view, then create a second view specifically for the 'Compliance' tag condition.
    Show answer & explanation

    Correct answer: CAdd a hierarchy path for 'Risk Management', then add a filter group containing both Asset Type = 'Report' and Tag = 'Compliance' conditions with the group operator set to AND.

    • A. Incorrect. While adding a hierarchy path and separate conditions with AND logic is valid in concept, the typical Collibra view setup places the hierarchy path separately from the filter conditions. The desired configuration uses a single filter group for Asset Type and Tag, not separate top-level conditions.
    • B. Incorrect. Using OR logic between filter groups would return assets matching any of the conditions (e.g., under 'Risk Management' OR Asset Type = 'Report' OR Tag = 'Compliance'), which does not satisfy the AND requirement and broadens the result set instead of narrowing it.
    • C. Correct. This approach uses the hierarchy path to scope the view to the Risk Management domain, then applies a single filter group containing both Asset Type = 'Report' and Tag = 'Compliance' conditions combined with AND. This ensures that only assets under Risk Management with Asset Type Report and Tag Compliance are returned.
    • D. Incorrect. Hierarchy paths in Collibra cannot include tags as nested elements. Tags are separate metadata and must be filtered using dedicated tag conditions, not hierarchy paths.
    • E. Incorrect. While the three conditions are all combined with AND, the Domain condition is not equivalent to setting the hierarchy path to Risk Management in the way Collibra views are designed. The hierarchy path should be used for domain scoping, with asset type and tag applied as filters.
    • F. Incorrect. Splitting the requirements into two separate views does not create a single view that returns only the desired assets. The goal is a single view where the hierarchy path and filters work together, not two independent views.

    Domain 5: Collaboration

    Subdomain 5.3: Resolve asset issues or answer comments

    22.A steward resolves an issue but later realizes the fix was incomplete. What is the proper course of action?

    1. A.Reopen the issue and add a comment describing the remaining problem.
    2. B.Create a new issue with exactly the same title and details.
    3. C.Leave the issue as resolved because the main problem was fixed.
    4. D.Delete the existing issue and create a new one that is correct.
    Show answer & explanation

    Correct answer: AReopen the issue and add a comment describing the remaining problem.

    • A. Reopening the issue maintains continuity and preserves the history and context of the original problem. Adding a comment ensures transparency about the remaining work and clarifies what still needs to be addressed.
    • B. Creating a new issue duplicates the original record, fragments the discussion, and loses the historical context. The existing issue should be reopened instead.
    • C. Leaving the issue as resolved misrepresents the status, as the fix is incomplete. The status should reflect the actual state of the issue to avoid oversight.
    • D. Deleting the issue removes all historical context and tracking, disrupting audit trails and collaboration. The proper workflow is to reopen the existing issue and document the remaining problem.

    Subdomain 5.4: Run and participate in approval workflows

    23.What happens when a data steward rejects an approval task for a proposed change?

    1. A.The change is applied with a comment indicating the rejection.
    2. B.The change request is permanently deleted.
    3. C.The workflow stops, and the change is not implemented.
    4. D.The task automatically escalates to a senior approver.
    Show answer & explanation

    Correct answer: CThe workflow stops, and the change is not implemented.

    • A. Incorrect. Rejecting an approval task does not apply the change; it prevents the change from being implemented. A comment may be added, but the change itself is not applied.
    • B. Incorrect. Rejecting a task does not permanently delete the change request. The request typically remains in the system for review or resubmission.
    • C. Correct. When a data steward rejects an approval task, the workflow stops, and the proposed change is not implemented. This is the standard behavior in approval workflows.
    • D. Incorrect. Automatic escalation to a senior approver is not the default behavior when a task is rejected. Escalation may occur in some workflows, but it is not guaranteed or standard.

    Subdomain 5.1: Rate, comment and ask a question about an asset

    24.What is the primary purpose of the rating feature for assets in Collibra?

    1. A.To record the total number of asset views by users
    2. B.To measure community sentiment quantitatively
    3. C.To start a certification review automatically
    4. D.To allocate stewards based on the rating
    Show answer & explanation

    Correct answer: BTo measure community sentiment quantitatively

    • A. Incorrect. The rating feature in Collibra is not designed to record asset views; asset views are tracked through separate analytics or logging mechanisms. Ratings capture user feedback, not view counts.
    • B. Correct. The rating feature allows users to express their sentiment about an asset quantitatively, and these ratings can be aggregated to measure overall community sentiment. This provides a quick signal about perceived quality or usefulness.
    • C. Incorrect. Ratings do not automatically start certification reviews. Certification is a separate governance process with its own workflows and approval steps.
    • D. Incorrect. Ratings are not used to allocate stewards. Steward assignment is based on roles, responsibilities, or domain expertise, not on user ratings.

    Subdomain 5.1: Rate, comment and ask a question about an asset

    25.Where can users rate, comment, and ask questions about an asset in Collibra?

    1. A.Only on the asset's overview summary dashboard
    2. B.On the asset page in the Comments section and Activity stream
    3. C.Within the administrative console's collaboration audit log
    4. D.By running an asset relationship export report
    Show answer & explanation

    Correct answer: BOn the asset page in the Comments section and Activity stream

    • A. Incorrect. The asset's overview summary dashboard provides a high-level view of the asset but does not include the Comments section or Activity stream where user interactions occur. Collaboration actions are performed on the asset page, not on a summary dashboard.
    • B. Correct. In Collibra, the asset page includes a dedicated Comments section and an Activity stream where users can view, post, and interact with comments and questions about the asset. These areas are specifically designed for collaboration and discussion.
    • C. Incorrect. The administrative console's collaboration audit log is used for tracking and auditing administrative activity, not for user collaboration on an asset. It does not allow users to post comments or ask questions.
    • D. Incorrect. An asset relationship export report provides structural or relational data about assets but does not facilitate interaction. It cannot be used to rate, comment, or ask questions about an asset.

    Subdomain 5.2: Complete tasks

    26.What is the most efficient way to complete multiple tasks in Collibra?

    1. A.Open each task one by one and click the Complete button for each.
    2. B.Select multiple tasks in the task list and apply the bulk Complete action.
    3. C.Delegate all tasks to a colleague to distribute the workload evenly.
    4. D.Submit a request to modify the workflow to automate these approvals.
    Show answer & explanation

    Correct answer: BSelect multiple tasks in the task list and apply the bulk Complete action.

    • A. Incorrect. While this method works, it is inefficient for multiple tasks as it requires manual action for each individual task.
    • B. Correct. Collibra allows bulk actions, including the ability to select multiple tasks and complete them simultaneously, which is the most efficient method.
    • C. Incorrect. Delegating tasks does not complete them; it only transfers responsibility, which does not address the requirement to complete the tasks.
    • D. Incorrect. Modifying the workflow is a long-term solution and does not directly address the immediate need to complete the existing tasks.

    Subdomain 5.5: Reassign tasks

    27.When a task is reassigned, what happens to the task's status?

    1. A.It remains in the same status as before reassignment.
    2. B.It resets to the initial status of the workflow.
    3. C.It moves to a "Reassigned" status until accepted.
    4. D.It completes and a new task is created for the new assignee.
    Show answer & explanation

    Correct answer: AIt remains in the same status as before reassignment.

    • A. Correct. When a task is reassigned in Collibra, the task status remains unchanged; only the assignee is updated. The task does not transition to a new status or reset.
    • B. Incorrect. Reassigning a task does not reset it to the initial status of the workflow. The task retains its current status and progress.
    • C. Incorrect. Collibra does not have a dedicated 'Reassigned' status. Reassignment updates the assignee without changing the task's status.
    • D. Incorrect. Reassignment does not complete the task or create a new one. The existing task is simply reassigned to a new assignee.

    Domain 6: Import/export

    Subdomain 6.3: Handle import errors

    28.What is the primary purpose of the import error log generated during a data import in Collibra?

    1. A.It records all rows that were successfully imported into the system.
    2. B.It lists error details including row number and failure reason.
    3. C.It summarizes import performance metrics such as speed and memory usage.
    4. D.It displays the configuration settings used for the import job.
    Show answer & explanation

    Correct answer: BIt lists error details including row number and failure reason.

    • A. Incorrect. The import error log does not record successfully imported rows. Successful imports are tracked by the import job result or summary, not by the error log. It focuses on failures and issues encountered during the import process.
    • B. Correct. The import error log is designed to capture error details, including the row number where the error occurred and the specific reason for the failure. This helps users identify and fix data issues.
    • C. Incorrect. Performance metrics like import speed and memory usage are not the primary purpose of the error log. Those would belong to system monitoring or job execution statistics, not import error reporting.
    • D. Incorrect. The import error log does not primarily show configuration settings for the import job. Its main purpose is to help diagnose failed records and understand why the import did not succeed. Configuration settings are typically found in the import job setup or configuration files.

    Subdomain 6.3: Handle import errors

    29.An import job completes with the status 'Partially Successful,' meaning some rows failed due to validation errors. Which actions should the data steward take to resolve the issues? (Select two.)(Select 2)

    1. A.Carefully download the error log to review failed rows and errors.
    2. B.Delete the import job and start over with new configurations.
    3. C.Fix the data issues in the source file based on the errors.
    4. D.Re-import the original file again, expecting no errors this time.
    5. E.Manually add the failed assets in Collibra to complete the import.
    6. F.Use the 'Re-import failed rows only' feature after correcting data.
    Show answer & explanation

    Correct answers: A, CCarefully download the error log to review failed rows and errors.; Fix the data issues in the source file based on the errors.

    • A. Correct. Downloading the error log is the essential first step to identify exactly which rows failed and why, enabling targeted fixes for the validation errors.
    • B. Incorrect. Deleting the import job discards progress and does not address the underlying data issues; the error log provides the information needed to fix them efficiently.
    • C. Correct. Once the errors are understood, fixing the data issues in the source file ensures that the corrected data can be re-imported successfully.
    • D. Incorrect. Re-importing the original file without corrections will simply repeat the same validation errors because the root cause remains unaddressed.
    • E. Incorrect. Manually adding failed assets is time-consuming, error-prone, and bypasses the import process, which is designed to ensure consistency and traceability.
    • F. Incorrect. While the 'Re-import failed rows only' feature can be used after data correction, it is not one of the two primary actions; the key initial steps are reviewing the error log and fixing the data.

    Subdomain 6.2: Use a spreadsheet import to update attributes and relations in bulk

    30.Which file format is supported for spreadsheet import to update attributes and relations in bulk in Collibra?

    1. A..xlsx
    2. B..csv
    3. C..pdf
    4. D..txt
    5. E..xls
    6. F..json
    Show answer & explanation

    Correct answer: B.csv

    • A. Incorrect. While .xlsx is a spreadsheet format, Collibra's spreadsheet import for bulk updates expects a CSV template, not Excel workbooks.
    • B. Correct. .csv is the standard file format used for spreadsheet imports to update attributes and relations in bulk in Collibra. It is the expected tabular format for mapping rows and columns during import.
    • C. Incorrect. .pdf is a document format and is not suitable for structured bulk data imports. It cannot be used to update attributes and relations through spreadsheet import.
    • D. Incorrect. .txt is a plain text format and does not provide the structured tabular layout needed for spreadsheet import. Collibra does not use .txt for bulk attribute and relation updates.
    • E. Incorrect. Although .xls is an older Excel format, it is not the accepted format for this import; CSV is required for bulk updates of attributes and relations.
    • F. Incorrect. .json is a structured data format used in APIs or data exchange, not spreadsheet import. It is not the correct format for bulk updating attributes and relations via spreadsheet import.

    Domain 7: Diagrams

    Subdomain 7.1: Trace business lineage

    31.A business analyst asks a data steward to explain the origin of a metric in a dashboard. The steward traces the lineage in Collibra. Which of the following would the steward likely see in the business lineage diagram? (Select all that apply.)(Select 3)

    1. A.Transformation logic applied at each step
    2. B.Source systems feeding data into the dashboard
    3. C.Intermediate business processes
    4. D.Column-level data type conversions
    5. E.The dashboard asset itself and its metadata
    Show answer & explanation

    Correct answers: B, C, ESource systems feeding data into the dashboard; Intermediate business processes; The dashboard asset itself and its metadata

    • A. Incorrect. Transformation logic is typically part of technical lineage, not business lineage. Business lineage focuses on high-level data flow and business context rather than detailed transformations.
    • B. Correct. Source systems are a key component of business lineage, as they represent the origin of the data feeding into the dashboard. The steward would see upstream source systems in the lineage diagram.
    • C. Correct. Intermediate business processes are often included in business lineage to show how data is transformed or enriched at a business level before reaching the dashboard. The diagram focuses on the business flow between sources and the dashboard.
    • D. Incorrect. Column-level data type conversions are more detailed technical lineage information and are not part of business lineage, which operates at a higher, business-oriented level.
    • E. Correct. The dashboard asset itself and its metadata are part of the lineage context because the steward is tracing the metric back to the dashboard where it is presented. The final business asset is typically shown as the endpoint of the lineage.

    Subdomain 7.1: Trace business lineage

    32.In Collibra, business lineage diagrams primarily serve which purpose?

    1. A.To document technical ETL jobs in detail.
    2. B.To provide a business-friendly view of data flow.
    3. C.To enforce data quality rules across systems.
    4. D.To automate data cleansing and transformation processes.
    Show answer & explanation

    Correct answer: BTo provide a business-friendly view of data flow.

    • A. Incorrect. Business lineage diagrams in Collibra are not designed for documenting technical ETL jobs in detail; that is the role of technical lineage or data flow diagrams. Business lineage focuses on making data movement understandable to business users.
    • B. Correct. Business lineage diagrams provide a high-level, business-friendly view of how data flows through an organization, making it accessible to non-technical stakeholders. They help trace data from source to target while emphasizing business meaning and impact.
    • C. Incorrect. Enforcing data quality rules is a function of data governance or data quality management tools, not the primary purpose of business lineage diagrams. Lineage may provide context for where rules apply but does not enforce them.
    • D. Incorrect. Automating data cleansing and transformation processes is a technical function handled by ETL/ELT tools or data pipelines. Business lineage diagrams visualize relationships and flow, they do not execute data processing.

    Subdomain 7.3: Create and edit a diagram view

    33.A data steward is creating a diagram view to highlight data lineage for GDPR compliance. Which actions are part of the diagram creation process? Select all that apply.(Select 4)

    1. A.Selecting relevant assets from the asset catalog.
    2. B.Defining data quality rules on the diagram canvas.
    3. C.Arranging the assets to accurately represent data flow.
    4. D.Using Auto Layout to automatically organize the diagram.
    5. E.Publishing the diagram view for stakeholders to access.
    6. F.Assigning classification levels to each diagram node.
    Show answer & explanation

    Correct answers: A, C, D, ESelecting relevant assets from the asset catalog.; Arranging the assets to accurately represent data flow.; Using Auto Layout to automatically organize the diagram.; Publishing the diagram view for stakeholders to access.

    • A. Correct. Selecting relevant assets from the asset catalog is a fundamental step in creating a diagram view, as it determines which assets will be included in the visualization. This is the core first step when building a diagram to represent lineage or relationships.
    • B. Incorrect. Defining data quality rules is not part of the diagram creation process. Data quality rules are typically managed separately in Collibra, not on the diagram canvas. The diagram canvas is for visualizing relationships and lineage, not authoring quality rules.
    • C. Correct. Arranging the assets to accurately represent data flow is a key part of diagram creation, ensuring the visualization clearly depicts relationships and lineage. The steward positions the assets so the relationships and lineage are clear and meaningful for compliance review.
    • D. Correct. Using Auto Layout to automatically organize the diagram is a valid action during diagram creation, as it helps streamline the arrangement of assets and makes the lineage easier to understand.
    • E. Correct. Publishing the diagram view for stakeholders to access is part of the process, as it makes the diagram available to others for review and collaboration. After the diagram is created and organized, it can be shared.
    • F. Incorrect. Assigning classification levels to each diagram node is not part of the diagram creation process. Classifications are generally assigned to assets, not directly to diagram nodes. The diagram may display those classifications, but they are not assigned node-by-node as part of diagram building.

    Subdomain 7.3: Create and edit a diagram view

    34.Only users with the Sysadmin role can create diagram views in Collibra.

    1. A.True
    2. B.False
    Show answer & explanation

    Correct answer: BFalse

    • A. The statement is false because users with roles such as Data Steward can also create diagram views if they have the appropriate permissions, not just Sysadmins.
    • B. The statement is false because diagram view creation is not restricted to Sysadmins; it is based on the user's assigned permissions and roles, and other roles may also have the capability.

    Subdomain 7.2: Build diagrams

    35.What types of assets can be included in a Collibra diagram?

    1. A.Only Business Terms and Data Assets
    2. B.Any asset type available in Collibra
    3. C.Only assets with a pre-defined icon
    4. D.Only assets that belong to a specific domain
    Show answer & explanation

    Correct answer: BAny asset type available in Collibra

    • A. Incorrect. Collibra diagrams can include a wider range of asset types beyond just Business Terms and Data Assets, depending on configuration and availability.
    • B. Correct. Collibra diagrams support any asset type available in the platform, allowing flexible visualization of relationships across various asset types.
    • C. Incorrect. Assets do not need a pre-defined icon to appear in diagrams; icons are optional visual aids, not a restriction.
    • D. Incorrect. Diagrams can include assets from multiple domains, not limited to a single specific domain.

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