SAP Certified Development Associate C-C4H630-34 Dumps Full Questions with Free PDF Questions to Pass
100% Updated SAP C-C4H630-34 Enterprise PDF Dumps
NEW QUESTION # 21
What is the recommended way to obtain the application key and secret for authorization of REST API calls to SAP Customer Data Platform?
- A. By accessing the Event Listener tab after configuring the event
- B. By creating an application user in the Administration dashboard
- C. By configuring the connector in the Connector Studio
- D. By creating a server application from the application library
Answer: D
Explanation:
To authorize REST API calls to SAP Customer Data Platform, it is recommended to create a server application from the application library. When using a server application to make API calls, you can authenticate with an asymmetric RSA key pair, or a user key and secret combination. The process involves creating an application in SAP Customer Data Platform and then finding and saving your client key and secret, which are used to get a Gigya JWT token using OAuth 2.0.
References = This information is supported by the SAP Help Portal documentation on OAuth 2.0 Compliant REST API and Signing Requests to SAP Customer Data Platform12.
To obtain the application key and secret for authorizing REST API calls in the SAP Customer Data Platform, the recommended approach is:
* D. By creating a server application from the application library.In the SAP Customer Data Platform, the application library serves as a centralized location where various applications can be managed and configured. By creating a server application within this library, you are provided with an application key and secret. These credentials are used to authenticate REST API calls securely, ensuring that only authorized applications can access and interact with the platform's data and services.
This method of obtaining credentials helps maintain a secure and controlled environment for API interactions, safeguarding against unauthorized access to sensitive customer data.
References:
* SAP Customer Data Platform documentation on application management and API security.
* Technical guides on setting up server applications and generating authentication credentials for API access.
NEW QUESTION # 22
What do you need to configure in order to send data from SAP Customer Data Platform to a target system?
- A. Actions
- B. Events
- C. REST APIs
- D. Activities
Answer: A
NEW QUESTION # 23
Which matching rules does SAP Customer Data Platform preconfigure for both the Contextual Profile view and the Unified Profile view? Note: There are 3 correct answers to this question.
- A. C4C ID
- B. CRM ID
- C. CDC ID
- D. Master Data ID
- E. CIAM ID
Answer: B,D,E
NEW QUESTION # 24
For which of the following use cases is SAP Customer Data Platform most applicable? Note: There are 2 correct answers to this question.
- A. To understand the ways clients interact with brands
- B. To provide detailed financials of cash flow statements
- C. To show how a marketing campaign performed quarter over quarter
- D. To discover how customers are using products and services
Answer: A,D
NEW QUESTION # 25
What actions can you perform on a segment? Note: There are 2 correct answers to this question.
- A. Schedule
- B. Delete
- C. Clone
- D. Activate
Answer: B,D
NEW QUESTION # 26
You are importing orders into SAP Customer Data Platform. What is the recommended type of schema to model it?
- A. Activity
- B. Event
- C. Account
- D. Profile
Answer: A
NEW QUESTION # 27
What is the purpose of extensions in SAP Customer Data Platform?
- A. They are used to add custom transformations during data mapping in events or actions.
- B. They are used to enrich group entity data as part of the data enricher application configuration.
- C. They are used to accelerate creation of applications and test connectivity to those applications.
- D. They are used to provide a low code option for advanced validation and enrichment.
Answer: D
NEW QUESTION # 28
You are using predictive indicators to configure predictive models and view results. What types of models can you design? Note: There are 3correct answers to this question.
- A. Predict events for groups
- B. Predict churn probabilities for groups
- C. Predict chum probabilities for profiles
- D. Predict customer lifetime value for profiles
- E. Predict actions for groups
Answer: B,C,D
Explanation:
Within the SAP Customer Data Platform, you can design predictive models, also known as predictive indicators, for various purposes. The types of models you can create include predicting churn probabilities for individual profiles (CHURN Profile), predicting churn probabilities for groups (CHURN Group), and predicting customer lifetime value for individual profiles (CLV Profile). These models help in understanding and anticipating customer behaviors, which is crucial for maintaining customer relationships and maximizing customer value.
References = The types of predictive models available for configuration in the SAP Customer Data Platform are detailed in the SAP Help Portal documentation on managing models and predictive indicators1.
NEW QUESTION # 29
What can be configured as part of the customer schema within SAP Customer Data Platform? Note:
There are 2 correct answers to this question.
- A. Activity indicators
- B. Activities
- C. Profile entity
- D. Segments
Answer: B,C
NEW QUESTION # 30
How can data be ingested into SAP Customer Data Platform? Note: There are 2 correct answers to this question.
- A. Uploading a CSV/JSON file in the console
- B. Using the Ingestion API
- C. Entering data manually in the console
- D. Using the source application
Answer: A,B
Explanation:
Data can be ingested into the SAP Customer Data Platform using the Ingestion API, which allows for the integration of data from various sources. Additionally, data can be uploaded directly into the console in the form of CSV or JSON files, providing a manual method of data entry.
References = The information is corroborated by the SAP Customer Data Platform's official documentation and learning resources, which detail the process of data ingestion through APIs and direct file uploads.
Data ingestion into the SAP Customer Data Platform can be achieved through various methods, ensuring flexibility and convenience in integrating data from different sources. Two valid methods include:
* A. Using the Ingestion API:The Ingestion API provides a programmatic way to send data to the SAP Customer Data Platform, allowing for the automation of data integration processes. This method is suitable for real-time or batch data ingestion, supporting various data types and structures.
* D. Uploading a CSV/JSON file in the console:For manual data uploads or when integrating data from systems that can export data in CSV or JSON formats, this method allows users to directly upload files through the platform's console. This approach is particularly useful for ad-hoc data integration tasks or when dealing with data that does not frequently change.
These methods offer flexibility in how data is ingested into the platform, accommodating different use cases and integration requirements.
References:
* SAP Customer Data Platform documentation on data ingestion methods and APIs.
* User guides on uploading data files and using the Ingestion API within the SAP Customer Data Platform.
NEW QUESTION # 31
What destination source mechanisms are supported by SAP Customer Data Platform to call external REST APIs? Note: There are 2 correct answers to this question.
- A. Generic Webservice Provider
- B. Server API integrations
- C. Connector Studio
- D. Web client application
Answer: B,C
NEW QUESTION # 32
You are transforming action dat
a. What can happen if the action schema field does not contain a value, or contains a value that does not appear in the string-to-string mapping table? Note: There are 3 correct answers to this question.
- A. The action is processed without this field.
- B. The field receives a default value.
- C. The field is used as is.
- D. The entire action is discarded.
- E. The field receives a null value.
Answer: B,C,E
NEW QUESTION # 33
How would you ingest data from the database published with the JDBC interface?
- A. Connect to the database using a built-in Oracle Eloqua connector.
- B. Create a custom JDBC connector in the Connector Studio.
- C. Create an iFlow in SAP Integration Suite and then use a custom connector to connect via the iFlow.
- D. Connect to the database using the built-in JDBC connector.
Answer: C
NEW QUESTION # 34
Why does SAP Customer Data Platform provide two views of the customer?
- A. To provide the right profile for every customer experience use-case
- B. To provide one profile for marketing and another for personalization
- C. To provide customer activities in one view and profile data in another
- D. To provide one unified customer profile with two different processing purposes
Answer: B
NEW QUESTION # 35
You want to authenticate requests to event listeners created by the source server application. How can you do this? Note: There are 2 correct answers to this question.
- A. Pass the client-side SSL certificate.
- B. Pass the token generated by OAuth 2.0 protocol.
- C. Pass a constructed JWT as the bearer token.
- D. Pass the application key and secret as parameters.
Answer: A,B
NEW QUESTION # 36
What does the Activities tab in the customer dashboard show to the user? Note: There are 2correct answers to this question.
- A. The amount spent in the customer's last order
- B. An activity timeline showing the customer's past activities
- C. A customer engagement chart showing the times of day and days of the week the customer is most active
- D. The customer's calculated indicators
Answer: B,C
Explanation:
The Activities tab in the customer dashboard of the SAP Customer Data Platform provides users with a visual representation of customer interactions. It includes an activity timeline that displays the customer's past activities, offering insights into their engagement history. Additionally, it features a customer engagement chart that illustrates the times of day and days of the week when the customer is most active, aiding in understanding the customer's behavior patterns. References = This explanation is based on the information available in the SAP Help Portal and SAP Learning Journeys, which describe the functionalities of the Activities tab within the customer dashboard12.
NEW QUESTION # 37
You are using predictive indicators to configure predictive models and view results.What types of models can you design? Note: There are 3 correct answers to this question.
- A. Predict customer lifetime value for profiles.
- B. Predict events for groups.
- C. Predict churn probabilities for groups.
- D. Predict actions for groups.
- E. Predict churn probabilities for profiles.
Answer: A,C,E
NEW QUESTION # 38
What are some valid concerns that can be solved by a customer data platform (CDP) solution? Note: There are
2 correct answers to this question.
- A. Missing enterprise consent and preference management system
- B. Inability to manage data volume
- C. Inability to perform single sign-on
- D. Too many data silos
Answer: A,D
Explanation:
Customer Data Platforms (CDPs) are designed to address a variety of challenges related to customer data management and utilization. Some valid concerns that CDPs aim to solve include:
* A. Missing enterprise consent and preference management system:CDPs provide robust mechanisms for managing customer consents and preferences across multiple channels and touchpoints.
This capability ensures that customer data is used in compliance with privacy regulations and in
* alignment with individual customer preferences, enhancing trust and engagement.
* B. Too many data silos:One of the core functions of a CDP is to break down data silos by aggregating customer data from various sources into a unified customer profile. This consolidation enables a more comprehensive and actionable view of the customer, supporting personalized engagement and more effective data analytics.
CDPs address these concerns by providing a centralized platform for managing customer data, enabling businesses to deliver more personalized and compliant customer experiences while gaining deeper insights into customer behaviors.
References:
* SAP Customer Data Platform documentation on consent management and data integration capabilities.
* Industry best practices on utilizing CDPs to overcome challenges related to data silos and consent management.
NEW QUESTION # 39
How many conditions are allowed per single segment?
- A. 0
- B. 1
- C. 2
- D. 3
Answer: C
Explanation:
In the SAP Customer Data Platform, a single segment can be defined with a maximum of 200 conditions. This allows for the creation of highly customized customer segments by using various 'include/exclude' and
'and/or' conditions, as well as different operators.These segments are evaluated in real-time whenever a customer profile is updated, ensuring that the segmentation is always current and applied to both the contextual profile and the unified customer profile views.
References = This information is confirmed by the SAP Help Portal documentation on Segments and Segment Attributes within the SAP Customer Data Platform12.
NEW QUESTION # 40
Which of the following are important considerations when importing data into SAP Customer Data Platform?
Note: There are 2 correct answers to this question.
- A. An integration flow needs to be configured in SAP Business Technology Platform to send data to SAP Customer Data Platform.
- B. The original timestamp of the customer event activity needs to be mapped in the event metadata.
- C. The identifier of the event must be mapped to the deduplication identifier to prevent the same event from being ingested twice.
- D. The source data can only be imported into SAP Customer Data Platform in JSON format.
Answer: B,C
Explanation:
When importing data into the SAP Customer Data Platform, it's crucial to ensure that the original timestamp of the customer event activity is mapped in the event metadata. This allows for the correct application of logic and maintains an accurate current image of the customer. Additionally, to prevent the same event from being ingested more than once, the identifier of the event must be mapped to the deduplication identifier in the event metadata. If multiple events are sent with the same identifier value in this mapped field, only the first will be ingested.
References = The information is verified and matched with the guidelines provided in the SAP Customer Data Platform documentation on the SAP Help Portal1.
When importing data into the SAP Customer Data Platform, several considerations are crucial for ensuring the integrity and usability of the imported data:
* B. The identifier of the event must be mapped to the deduplication identifier to prevent the same event from being ingested twice.This practice ensures thateach event is unique within the system and avoids duplicating data, which can lead to inaccuracies in customer profiles and analytics.
* D. The original timestamp of the customer event activity needs to be mapped in the event metadata.Preserving the original timestamp is essential for maintaining the chronological accuracy of events. It allows the platform to correctly interpret and utilize the temporal context of data, which is crucial for analytics, segmentation, and triggering timely engagements.
These considerations are key to maintaining the quality and reliability of data within the SAP Customer Data Platform, ensuring that imported data provides accurate and actionable insights.
References:
* SAP Customer Data Platform documentation on data import best practices and considerations.
* Technical guidelines for ensuring data integrity and accuracy during the import process.
NEW QUESTION # 41
Which SAP Customer Data Platform concept directly relates to data privacy enforcement?
- A. Processing purpose
- B. Contextual Customer Profile
- C. Application library
- D. Unified Customer Profile
Answer: A
NEW QUESTION # 42
The search API for a single customer record does not show any segments tied to the profile but you can see the segments in the customer dashboard. What could be the reason for this?
- A. The query API is not using the Unified Profile view ld.
- B. Segment data is never returned by the query API.
- C. Segment fields are not part of the processing purpose for the record.
- D. Permissions for the API authorization keys are not set up correctly.
Answer: D
NEW QUESTION # 43
For which of the following use cases is SAP Customer Data Platform most applicable? Note: There are
2correct answers to this question.
- A. To understand the ways clients interact with brands
- B. To provide detailed financials of cash flow statements
- C. To show how a marketing campaign performed quarter over quarter
- D. To discover how customers are using products and services
Answer: A,D
Explanation:
The SAP Customer Data Platform is designed to provide a unified view of customer contacts, accounts, and relationships to unlock enriched, real-time insights. It is most applicable for understanding the ways clients interact with brands (B) and discovering how customers are using products and services (D). This platform enables businesses to capture every aspect of customer behaviors and experiences across channels, providing actionable data to downstream systems in real-time to power sales and marketing operations.
References = The information aligns with the insights shared in the SAP Community article on SAP Customer Data Platform for B2B Use Cases1 and the SAP Learning journey on exploring SAP Customer Data Platform essentials2.
NEW QUESTION # 44
You need to perform a quick ingestion test to evaluate your configuration. What is the simplest recommended way of doing this?
- A. By dropping a file in an FTP Server
- B. By using the Event Playground
- C. By firing the event manually from Event Status
- D. By firing the action manually from Action Status
Answer: B
NEW QUESTION # 45
Which of the following flow controls are supported in CX flows? Note: There are 2 correct answers to this question.
- A. Join
- B. Notify
- C. Split
- D. Wait until duration
Answer: A,D
NEW QUESTION # 46
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