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| Section | Objectives |
|---|---|
| Topic 1: Administration and Security | - Data access control - User roles and permissions - Platform configuration |
| Topic 2: Marketing Use Cases and Activation | - Cross-channel marketing insights - Campaign performance analysis - Business reporting use cases |
| Topic 3: Analytics and Dashboarding | - Dashboard creation and configuration - Insights and reporting - Visualization best practices |
| Topic 4: Data Modeling and Transformation | - Data model structure and schema design - Metrics and dimensions configuration - Normalization and harmonization |
| Topic 5: Data Quality and Troubleshooting | - Error handling and debugging - Data validation and monitoring - Performance optimization |
| Topic 6: Data Ingestion and Integration | - Data synchronization and scheduling - Data ingestion processes - Data sources and connectors |
1. 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 custom metric and set aggregation to AUTO
C) An attribute of 'Meeting Code'
D) A separate entity key
2. Source 3:
Via the harmonization Center, the Client has created Patterns and applied a classification rule using source 2.
While performing QA, you have spotted that the final value of clicks for Product Group Ais 10, where it should've been i5.
How can an implementation engineer fix this discrepancy?
A) Upload both source 1 and 3 to the same data stream type in order to be able to generate Patterns from them.
B) Toggle the 'Structure Compliant' OFF.
C) Uncheck the "Case Sensitive" checkbox in the data classification
D) Leave the "Case Sensitive" checkbox in the data classification unchecked
3. Your client is interested in ingesting the below file:
The client decided to upload the file to a new generic data stream type and map 'Date' to 'Day' and 'Number of Topics' to a generic custom metric.
In regards to the fields 'Meeting Code' and 'Meeting Name', your client is debating several options.
Which two options would you recommend in order to avoid data loss?
A) 'Meeting Code' will be mapped to 'Main Generic Entity Attribute 1'.
'Meeting Name' will be mapped to 'Main Generic Entity Attribute 2'.
B) 'Meeting Code' will be mapped to 'Main Generic Entity Key'.
'Meeting Name' will be mapped to 'Generic Entity 2 Key'.
C) Concatenation of both 'Meeting Code' and 'Meeting Name' will be mapped to 'Main Generic Entity Key'.
'Meeting Code' will be mapped to 'Main Generic Entity Attribute 1'.
D) 'Meeting Code' will be mapped to 'Main Generic Entity Key'.
'Meeting Name' will be mapped to 'Main Generic Entity custom attribute'.
E) 'Meeting Code' will be mapped to 'Main Generic Entity custom attribute'.
'Meeting Name' will be mapped to 'Generic Entity Key'
4. 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?
A) Two separate patterns (filtered by Linkedin or AdRoll sources).
Another single pattern for Campaign Name (filtered by Google Analytics source).
A total of 3 patterns.
B) Two separate patterns (filtered by Linkedln or AdRoll sources).
Another single pattern for Web Analytics Site Source (filtered by Google Analytics source), extracting all three positions A total of 3 patterns.
C) Two separate patterns (filtered by Linkedin or AdRoll sources)
Within Google Analytics' mapping: A formula that reflects the logic above will be populated within a Campaign custom attribute.
Another pattern to be created for the newly campaign attribute (filtered by Google Analytics source).
A total of 3 patterns
D) Two separate patterns (filtered by Linkedin or AdRoll sources)
Within Google Analytics' mapping A formula that reflects the logic above will be populated within a Web Analytics Site custom attribute Another pattern to be created for the newly Web Analytics Site custom attribute (filtered by Google Analytics source).
A total of 3 patterns.
5. A client's data consists of three data streams as follows:
* 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.
Which data stream should be set as a parent?
A) Data Stream C
B) Data Stream A
C) Data Stream B
D) Any of the data streams can technically be the parent
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: C,D | Question # 4 Answer: C | Question # 5 Answer: A |
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