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Quiz The Best C_BCBAI_2502 - SAP Certified Associate - Positioning SAP Business AI Solutions as part of SAP Business Suite Actual Exams

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SAP Certified Associate - Positioning SAP Business AI Solutions as part of SAP Business Suite Sample Questions (Q48-Q53):

NEW QUESTION # 48
(What is Machine Learning?)

A. A form of deep learning that utilizes foundation models, like large language models, to create new content, including text, images, sound, and videos, based on the data it was trained on.
B. A subset of AI that focuses on enabling computer systems to learn and improve from experience or data, incorporating elements from fields like computer science, statistics, and psychology.
C. A technology that equips machines with human-like capabilities such as problem-solving, visual perception, speech recognition, decision-making, and language translation.
D. AI systems that use self-supervised learning on vast data to perform a variety of tasks, such as writing documents or creating images.

Answer: B

Explanation:
Comprehensive and Detailed Explanation From Exact Extract: Machine Learning is defined as a subset of AI that enables computer systems to learn and improve from experience or data, incorporating elements from fields like computer science, statistics, and psychology. This distinguishes it from general AI, generative AI, or foundation models, focusing on data-driven learning without explicit programming.
Exact extracts supporting this:
"Machine learning is a subset of artificial intelligence (AI) in which computers learn from data and improve with experience without being explicitly programmed."sap.com
"Machine learning (ML) is a subset of AI that enables computer systems to learn and improve from experience or data, and incorporates elements from fields like computer science, statistics, and psychology."sap.com
"Machine learning is a subset of artificial intelligence (AI). It is focused on teaching computers to learn from data and to improve with experience - instead of ..."learning.sap.com Other options are incorrect because:
Option A: This describes foundation models or generative AI systems that use self-supervised learning for multi-task performance, not specifically machine learning.
Option C: This refers to generative AI, a specific application of deep learning using foundation models for content creation.
Option D: This defines artificial intelligence in general, encompassing human-like capabilities beyond just learning from data.
Reference from Positioning SAP Business AI Solutions as part of SAP Business Suite documents or Study Guide: Drawn from the SAP product page "What is Machine Learning?" and the SAP Learning course "Discovering SAP Business AI," which positions machine learning as a foundational subset of AI within SAP Business AI solutions integrated into the SAP Business Suite. Supported by SAP Help Portal glossaries and community blogs, as aligned with C_BCBAI_2502 certification for explaining AI concepts.

NEW QUESTION # 49
A retail business wants to use AI for automating customer support while ensuring personalized customer interactions. Which SAP AI solutions should they implement?
There are 3 correct answers to this question.
Response:

A. SAP Blockchain for Business
B. SAP Predictive Analytics
C. SAP AI for Customer Experience
D. SAP AI Business Service
E. SAP Conversational AI

Answer: C,D,E

NEW QUESTION # 50
A retail business wants to use AI for automating customer support while ensuring personalized customer interactions. Which SAP AI solutions should they implement? Note: There are 3 correct answers to this question.

A. SAP Blockchain for Business
B. SAP Predictive Analytics
C. SAP AI Business Services
D. SAP AI for Customer Experience
E. SAP Conversational AI

Answer: C,D,E

Explanation:
For a retail business seeking to automate customer support while maintaining personalized interactions, SAP provides targeted AI solutions that integrate seamlessly with customer experience workflows. The correct answers are SAP Conversational AI, SAP AI for Customer Experience, and SAP AI Business Services, as these solutions directly address automation and personalization in customer support.
SAP documentation explains: "Use Joule agents to automate case classification, proactively find answers to customer questions, and capture knowledge from resolved cases to improve sales and service quality." SAP Conversational AI, powered by Joule, leverages natural language processing to enable chatbots that handle customer inquiries efficiently, delivering personalized responses based on customer behavior and history.
SAP AI for Customer Experience, embedded in SAP Sales Cloud and SAP Commerce Cloud, supports
"personalized experiences and omnichannel engagements" by analyzing customer data to tailor interactions.
SAP AI Business Services provide reusable AI capabilities, such as natural language processing and machine learning, to "enrich customer experience across the intelligent, sustainable enterprise." The incorrect options-SAP Predictive Analytics and SAP Blockchain for Business-are not directly relevant to customer support automation or personalization. SAP Predictive Analytics focuses on forecasting, not customer interaction automation. SAP Blockchain for Business is designed for secure transactions, not customer support. SAP's case study on Miele Professional illustrates how AI in SAP Commerce Cloud and SAP Sales Cloud enhances B2B sales, reinforcing the suitability of the selected solutions for retail customer support.

NEW QUESTION # 51
A multinational company wants to implement AI-based fraud detection for its financial transactions. Which SAP AI solutions should they use?
There are 3 correct answers to this question.
Response:

A. SAP Cloud ERP
B. SAP AI Business Services
C. SAP SuccessFactors AI
D. SAP Intelligent RPA
E. SAP Predictive Analytics

Answer: B,D,E

NEW QUESTION # 52
Which of the following API types does SAP recommend to use to achieve clean core integrations? Note:
There are 2 correct answers to this question.

A. RFC
B. OData
C. Doc
D. SOAP

Answer: B,D

Explanation:
SAP recommends specific API types to achieve clean core integrations, ensuring extensibility and maintainability in cloud-based SAP systems. The correct answers are SOAP and OData, as these are explicitly documented as preferred API types for clean core integrations.
SAP documentation explains: "To achieve clean core integrations in SAP S/4HANA Cloud and other cloud solutions, SAP recommends using modern API types such as OData and SOAP for seamless connectivity and extensibility." OData (Open Data Protocol) is widely used for "REST-based integrations," enabling
"standardized, scalable access to SAP data and processes" in solutions like SAP S/4HANA Cloud. SOAP (Simple Object Access Protocol) is recommended for "secure, reliable integrations," particularly in scenarios requiring structured data exchange, such as financial transactions. These API types support SAP's clean core strategy by "minimizing custom code and ensuring upgradability." The incorrect options-RFC and Doc-are not recommended for clean core integrations. RFC (Remote Function Call) is a legacy protocol, less suitable for modern cloud architectures due to its complexity and lack of standardization. Doc is not a recognized API type in SAP's integration framework. SAP's emphasis on clean core principles, as seen in SAP Business Technology Platformintegrations, confirms the preference for SOAP and OData.

NEW QUESTION # 53
......

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