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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Privacy, Governance and Security | 9% | - Data governance framework
|
| Topic 2: Data Ingestion | 18% | - Data preparation and transformation
|
| Topic 3: Destinations and Activation | 16% | - Destination configuration and types
|
| Topic 4: Architecture and Data Model | 20% | - Platform architecture and components
|
| Topic 5: Identity and Profile Management | 22% | - Identity namespaces and graph
|
| Topic 6: Segmentation and Audience Management | 15% | - Audience creation and maintenance
|
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NEW QUESTION # 36
A data engineer needs to ingest batch data from a third-party customer relationship management (CRM) system into Adobe Real-Time CDP for a major holiday marketing campaign. What should the engineer check for in the initial stages of creating a manual dataflow when considering the batch ingestion framework?
Answer: C
Explanation:
When setting up a manual batch dataflow in Adobe Experience Platform, the first technical hurdle is ensuring that the source file is compatible with the platform's ingestion engine. Adobe Real-Time CDP supports specific file formats for batch ingestion, primarilyParquetandJSON. If the CRM data is exported as a CSV, the engineer must ensure it follows strict formatting rules or convert it to a supported format to prevent ingestion failures during the validation stage.
Checking the file format (Option B) is a foundational step because the ingestion service validates the file structure against the target XDM schema immediately upon upload. While the target schema must indeed be associated with the dataset (Option A), this is a step within the dataflow creation process rather than a preliminary check of the batch data itself. Option C is a legal/governance concern rather than a technical framework requirement for dataflow creation. Option D is incorrect because batch ingestion is typically scheduled or triggered manually; it is not a "trigger-on-creation" mechanism like streaming. Ensuring the file format is correct is the primary "pre-flight" check to guarantee that the mapping interface can correctly interpret the source fields for the marketing campaign data.
NEW QUESTION # 37
A marketer is looking to perform same page personalization for both known and pseudonymous users who visit the website.
How can this client achieve same page personalization using both profile and event attributes for both known and pseudonymous users who visit the website?
Answer: C
NEW QUESTION # 38
A large healthcare company has a legacy system which leverages a relational database management system (RDBMS) to keep track of patient records and has multiple tables that represent different entities like demographics, patient visits, diagnoses, treatments and insurance. The company is planning to use Adobe Real-Time Customer Data Platform (Adobe Real-Time CDP) to consolidate all their patient data and help in deriving meaningful insights. They plan to use Adobe Real-Time CDP to translate their RDBMS data model to Experience Data Model (XDM) for ease of data management and real-time analytics. However, they need to ensure that they translate their data model optimally to take full advantage of Adobe Real-Time CDP's features while keeping consistency and data integrity. Considering the data relations, which approach would the data architect adopt to best migrate RDBMS data into XDM?
Answer: B
Explanation:
Migrating from a highly normalized RDBMS to Adobe Real-Time CDP requires transitioning from a "table- join" mindset to aProfile-plus-Behaviormodel. In Adobe Experience Platform, the core of the NoSQL architecture is theReal-Time Customer Profile, which is assembled from two distinct types of data:
attributes and events.
The optimal approach (Option C) involves creating anXDM Individual Profileschema to act as the "source of truth" for slow-changing patient demographics (e.g., name, DOB, insurance ID). Simultaneously, time- series data such as patient visits, diagnoses, and treatments should be modeled using theXDM ExperienceEventclass. Unlike an RDBMS where you might link five tables via foreign keys, XDM uses Primary Identitiesand theIdentity Serviceto "stitch" these events to the profile in real-time.
Option A is technically incorrect because "demographics" and "patient events" are not the names of the base classes (the classes areXDM Individual ProfileandXDM ExperienceEvent). Option B (monolithic) would create a massive, non-performant record that fails to capture the chronological nature of healthcare visits.
Option D is incorrect because Adobe Experience Platform does not support traditional SQL composite keys for linking schemas; instead, it relies on a flattened, denormalized event structure orLookup Relationships.
By using a Profile-Event architecture, the healthcare provider can perform real-time segmentation (e.g.,
"Patients with Diagnosis X who visited in the last 24 hours") with extreme efficiency.
NEW QUESTION # 39
A retail company wants to send product recommendations to customers who recently browsed their website, within seconds of their interaction.
Which activation pattern should they use?
Answer: B
NEW QUESTION # 40
A Real-Time CDP consultant needs to activate all profiles who are part of Audience1 via an HTTP API destination. Some of these qualified profiles are also part of other Audiences (i.e., Audience2 and Audience3).
When Audience1 is activated to the HTTP API destination, which Audience(s) will be exported as part of the segment Membership field?
Answer: C
NEW QUESTION # 41
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