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| Section | Weight | Objectives |
|---|---|---|
| Data Permissions and Governance | 5% | - User access and roles - Parent-child data setups - Data update controls |
| Overarching Entities | 3% | - Use cases and application scenarios - Structure and configuration |
| Calculated Fields and Functions | 5% | - Extract and transformation formulas - Custom calculations - VLOOKUP and FUZZYVLOOKUP |
| Datasets and Data Views | 10% | - View configuration and sharing - Filtering and segmentation - Dataset creation and management |
| Data Quality and Cleansing | 7% | - Duplicate management - Error handling and correction - Validation rules |
| Performance and Troubleshooting | 5% | - Common issues and fixes - Monitoring and optimization |
| Data Mapping and Modeling | 5% | - Dimensions and measures - Source of truth configuration - Data structure and relationships |
| General Functionalities | 13% | - Navigation and interface - Core platform capabilities - Basic concepts and terminology |
| Reporting and Analytics | 12% | - Report creation and scheduling - Insight generation and interpretation - Attribution models |
| Automation and Workflow | 5% | - Automated distribution - Workflow setup |
| Data Integration and Ingestion | 12% | - Data streams and connectors - API and file-based import - Refresh schedules and data flow |
| Data Harmonization | 3% | - Standardization methods - Cross-source alignment - Pros and cons of harmonization approaches |
| Dashboards and Visualization | 15% | - Dashboard design and layout - KPI and metric display - Chart types and usage |
Question 1
An implementation engineer is requested to create the harmonization field - Magician This field should come from multiple Twitter Ads data streams, and should follow the below logic:
Using the Harmonization Center, the engineer created a single Pattern for Campaign Name. What other action should the engineer take to meet the requirements?
A. Create a second Pattern for Media Buy Name and apply two Classification Rules (one for 'Messi' and another for Ronaldo') for the final Harmonized Dimension.
B. Create a second Pattern for Media Buy Name and add a validation list (with the two values) for the final Harmonized Dimension.
C. Create a second Pattern for Media Buy Name and apply a Classification Rule (with the two values) for the final Harmonized Dimension
D. Create a second Pattern for Media Buy Name
Question 2
A client wants to integrate their data within Marketing Cloud Intelligence to optimize their marketing insights and cross-channel marketing activity analysis. Below are details regarding the different data sources and the number of data streams required for each source.
What three advantages are gained when using Patterns & Data Classification as the harmonization method for creating the Objective field?
A. Use of code
B. Scalability
C. Ease of Maintenance
D. Processing (processing time when loading relevant data streams)
E. Performance (Performance when loading a dashboard page)
Question 3
Ina workspace that contains one hundred data streams and a lot of data, what is the biggest downside of using calculated dimensions?
A. Ease of maintenance
B. Ease of setup
C. Performance
D. Scalability
Question 4
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" - Main Generic Entity Attribute
"Opportunity Count" - Generic Custom Metric
A pivot table was created to present the count of opportunities in each stage. The pivot table is filtered on Jan 11th. What is the number of 'opportunities in the Confirmed Interest stage?
A. 1
B. 2
C. 3
D. 0
Question 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. A custom metric and set aggregation to AUTO
D. An attribute of 'Meeting Code'
Solutions:
| Question 1 Answer: A | Question 2 Answer: B,C,E | Question 3 Answer: C | Question 4 Answer: D | Question 5 Answer: D |
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