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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Integration and Ingestion | 12% | - API and file-based import - Data streams and connectors - Refresh schedules and data flow |
| Topic 2: Data Permissions and Governance | 5% | - Data update controls - User access and roles - Parent-child data setups |
| Topic 3: Dashboards and Visualization | 15% | - Chart types and usage - KPI and metric display - Dashboard design and layout |
| Topic 4: Performance and Troubleshooting | 5% | - Common issues and fixes - Monitoring and optimization |
| Topic 5: Data Mapping and Modeling | 5% | - Dimensions and measures - Source of truth configuration - Data structure and relationships |
| Topic 6: Reporting and Analytics | 12% | - Attribution models - Insight generation and interpretation - Report creation and scheduling |
| Topic 7: Automation and Workflow | 5% | - Workflow setup - Automated distribution |
| Topic 8: Datasets and Data Views | 10% | - Dataset creation and management - View configuration and sharing - Filtering and segmentation |
| Topic 9: Overarching Entities | 3% | - Structure and configuration - Use cases and application scenarios |
| Topic 10: Calculated Fields and Functions | 5% | - Extract and transformation formulas - VLOOKUP and FUZZYVLOOKUP - Custom calculations |
| Topic 11: General Functionalities | 13% | - Core platform capabilities - Navigation and interface - Basic concepts and terminology |
| Topic 12: Data Harmonization | 3% | - Pros and cons of harmonization approaches - Standardization methods - Cross-source alignment |
| Topic 13: Data Quality and Cleansing | 7% | - Error handling and correction - Validation rules - Duplicate management |
A client's data consists of three data streams as follows:
Data Stream A:
Correct Answer: A 🗳️
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An Implementation engineer is requested to create a new harmonization field 'Offer' and apply the following logic:
The implementation engineer to use the Harmonization Center. Which of the below actions can help implement the new dimension 'Offer?
Correct Answer: D 🗳️
Explanation: Only visible for Free4Torrent members. You can sign-up / login (it's free).
After uploading a standard file into Marketing Cloud intelligence via total Connect, you noticed that the number of rows uploaded (to the specific data stream) is NOT equal to the number of rows present in the source file. What are two resource that may cause this gap?
Correct Answer: B,D 🗳️
Explanation: Only visible for Free4Torrent members. You can sign-up / login (it's free).
Which two statements are correct regarding the Parent-Child configuration?
Correct Answer: B,D 🗳️
Explanation: Only visible for Free4Torrent members. You can sign-up / login (it's free).
A client has integrated the following files:
File A:
File B:
The client would like to link the two files in order to view the two KPIs ('Tasks Completed' and 'Tasks Assigned) alongside 'Employee Name' and/or
'Squad'.
The client set the following properties:
+ File A is set as the Parent data stream
* Both files were uploaded to a generic data stream type.
* Override Media Buy Hierarchies is checked for file A.
* The 'Data Updates Permissions' set for file B is 'Update Attributes and Hierarchy'.
When filtering on the entire date range (1-30/8), and querying employee ID, Name and Squad with the two measurements - what will the result look like?




Correct Answer: C 🗳️
Explanation: Only visible for Free4Torrent members. You can sign-up / login (it's free).
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