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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Overarching Entities | 3% | - Structure and configuration - Use cases and application scenarios |
| Topic 2: Dashboards and Visualization | 15% | - Chart types and usage - KPI and metric display - Dashboard design and layout |
| Topic 3: Data Integration and Ingestion | 12% | - API and file-based import - Refresh schedules and data flow - Data streams and connectors |
| Topic 4: Data Mapping and Modeling | 5% | - Source of truth configuration - Dimensions and measures - Data structure and relationships |
| Topic 5: Datasets and Data Views | 10% | - View configuration and sharing - Dataset creation and management - Filtering and segmentation |
| Topic 6: Data Permissions and Governance | 5% | - User access and roles - Data update controls - Parent-child data setups |
| Topic 7: Calculated Fields and Functions | 5% | - VLOOKUP and FUZZYVLOOKUP - Extract and transformation formulas - Custom calculations |
| Topic 8: General Functionalities | 13% | - Navigation and interface - Core platform capabilities - Basic concepts and terminology |
| Topic 9: Automation and Workflow | 5% | - Automated distribution - Workflow setup |
| Topic 10: Data Quality and Cleansing | 7% | - Duplicate management - Error handling and correction - Validation rules |
| Topic 11: Performance and Troubleshooting | 5% | - Monitoring and optimization - Common issues and fixes |
| Topic 12: Reporting and Analytics | 12% | - Report creation and scheduling - Insight generation and interpretation - Attribution models |
| Topic 13: Data Harmonization | 3% | - Cross-source alignment - Standardization methods - Pros and cons of harmonization approaches |
1. An implementation engineer has been asked to perform QA for a standard file ingestion, done by the client.
The source file that was ingested can be seen below:
The number of rows added to this data stream is 3. What could have led to this discrepancy?
A) All fields are mapped except for the Creative Name
B) All fields are mapped except for the Media Buy Key.
C) All fields are mapped except for the Campaign Key
D) All fields are mapped except for the Media Buy Name.
2. What is the relationship between "Media Buy Key" and "Campaign Key"?
A) Many-to-many
B) Many-to-one (one Campaign Key has many Media Buy Keys)
C) One-to-many (one Media Buy Key has many Campaign Keys)
D) One-to-one
3. A technical architect is provided with the logic and Opportunity file shown below:
The opportunity status logic is as follows:
For the opportunity stages "Interest", "Confirmed Interest" and "Registered", the status should be "Open".
For the opportunity stage "Closed", the opportunity status should be closed Otherwise, return null for the opportunity status.
Given the above file and logic and assuming that the file is mapped in a generic data stream type with the following mapping
"Day" - Standard "Day" field
"Opportunity Key" > Main Generic Entity Key
"Opportunity Stage" + Generic Entity Key 2
A pivot table was created to present the count of opportunities in each stage. The pivot table is filtered on Jan 7th - 11th. Which option reflects the stage(s) the Opportunity key 123AA01 is associated with?
A) Interest & Registered
B) Confirmed Interest & Registered
C) Confirmed Interest
D) Registered
E) Interest
4. A client Ingested the following We into Marketing Cloud Intelligence:
The mapping of the above file can be seen below:
Date - Day
Media Buy Key - Media Buy Key
Campaign Name - Campaign Name
Campaign Group -. Campaign Custom Attribute 01
Clicks -> Clicks
Media Cost -> Media Cost
Campaign Planned Clicks -> Delivery Custom Metric 01
The client would like to have a "Campaign Planned Clicks" measurement.
This measurement should return the "Campaign Planned Clicks" value per Campaign, for example:
For Campaign Name 'Campaign AAA", the "Campaign Planned Clicks" should be 2000, rather than 6000 (the total sum by the number of Media Buy keys).
In order to create this measurement, the client considered multiple approaches. Please review the different approaches and answer the following question:
Which two options will yield a false result:
A) Option 1
B) Option 5
C) Option 2
D) Option 3
E) Option 4
5. Your client is interested in ingested the below file to a new generic data stream type:
The field 'Meeting Code' was mapped to the main entity key. 'How should the 'Room Number' be mapped?
A) A custom metric and set aggregation to SUM
B) A separate entity key
C) An attribute of 'Meeting Code'
D) A custom metric and set aggregation to AUTO
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B | Question # 3 Answer: A | Question # 4 Answer: A,B | Question # 5 Answer: C |
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