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| Section | Objectives |
|---|---|
| Topic 1: Data Quality and Troubleshooting | - Data validation and monitoring - Performance optimization - Error handling and debugging |
| Topic 2: Administration and Security | - Platform configuration - User roles and permissions - Data access control |
| Topic 3: Data Ingestion and Integration | - Data synchronization and scheduling - Data ingestion processes - Data sources and connectors |
| Topic 4: Data Modeling and Transformation | - Metrics and dimensions configuration - Data model structure and schema design - Normalization and harmonization |
| Topic 5: Marketing Use Cases and Activation | - Campaign performance analysis - Business reporting use cases - Cross-channel marketing insights |
| Topic 6: Analytics and Dashboarding | - Insights and reporting - Visualization best practices - Dashboard creation and configuration |
1. A client's data consists of three data streams as follows:
Data Stream A:
* The data streams should be linked together through a parent-child relationship.
* Out of the three data streams, Data Stream C is considered the source of truth for both the dimensions and measurements.
* Data Stream C was set as a 'Parent', and the 'Override Media Buy Hierarchy' checkbox is checked What should the Data Updates Permissions be set to for Data Stream B?
A) Inherit Attributes and Hierarchies
B) Update Attributes
C) Update Attributes and Hierarchies
D) There is no difference, all permissions will have a similar effect given the scenario.
2. Which three statements describe Overarching Entities? 03m 23s
A) When needed, these entities can act as a main entity, replacing the original one.
B) The values of these entities are stored at the workspace level, rather than the data stream level
C) Once the data streams in which Custom Classification values were mapped are deleted, their data is deleted.
D) These are mappable dimensions that are present in each and every dataset type
E) Some overarching entities hold a Many-to-Many relationship with the main entity, and others hold a One-to-Many relationship with it.
3. A client's data consists of three data streams as follows:
Data Stream A:
* The data streams should be linked together through a parent-child relationship.
* Out of the three data streams, Data Stream C is considered the source of truth for both the dimensions and measurements.
Assuming the data was ingested properly and the Parent Child was created correctly according to the client's requirements, what is the total Impressions value for Campaign Key 'CK_3'?
A) N-A
B) 300
C) 150
D) 100
4. An implementation engineer is requested to integrate 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 Assignmed') alongside'Employee Name' and/or 'Squard'.
A Parent-Child configuration was set between the two.
Which two statements are correct?
A) The two files were uploaded to a different Generic type
B) The two files cannot be Joined as they hold different measurements
C) Any one of the files can potentially be set as the Parent data stream
D) The two files cannot be joined as they hold different dates
E) The join can be successful even if "empjd' isn't mapped and employee.name' is mapped to the same entity name in both data streams
5. 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
"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 January (entire month). What is the number of opportunities in the Interest stage?
A) 0
B) 2
C) 3
D) 1
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A,B,E | Question # 3 Answer: D | Question # 4 Answer: C,E | Question # 5 Answer: C |
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