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C_BCBAI_2502参考書勉強、C_BCBAI_2502トレーニング

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SAP C_BCBAI_2502 認定試験の出題範囲：

トピック
出題範囲

トピック 1

Business AI Solutions Positioning: Covers how to effectively position SAP’s Business AI offerings within the SAP Business Suite to support intelligent enterprise goals.

トピック 2

Understanding SAP AI Value Proposition: Explains the core benefits and strategic impact of SAP’s AI technologies on business efficiency and innovation.

トピック 3

Integration with SAP Ecosystem: Highlights how SAP AI integrates with solutions like SAP S
4HANA, SAP Customer Experience, and SAP BTP for end-to-end process optimization.

>> C_BCBAI_2502参考書勉強 <<

C_BCBAI_2502トレーニング & C_BCBAI_2502 PDF

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SAP Certified Associate - Positioning SAP Business AI Solutions as part of SAP Business Suite 認定 C_BCBAI_2502 試験問題 (Q39-Q44):

質問 # 39
(How can Joule for ABAP development support developers? Note: There are 3 correct answers to this question.)

A. By creating unit tests
B. By generating ABAP business objects
C. By debugging ABAP programs
D. By creating ABAP coding learning journeys
E. By explaining ABAP code

正解：A、B、E

解説：
Comprehensive and Detailed Explanation From Exact Extract: Joule for ABAP development supports developers by explaining ABAP code to aid understanding of logic and structure, creating unit tests to automate testing and improve code quality, and generating ABAP business objects to accelerate development using the ABAP RESTful Application Programming Model (RAP). These capabilities enhance productivity and proficiency in end-to-end ABAP development.
Exact extracts supporting this:
Explaining ABAP code: "Joule generates explanations of selected ABAP code or ABAP core data services (CDS) views to help you quickly understand the programming logic and code written ..."sap.com Creating unit tests: "New generative AI capabilities are designed to help you write, optimize, and test ABAP code more efficiently. From generating code suggestions ..."community.sap.com (Implying unit test generation as part of testing efficiency.) Generating ABAP business objects: "We are introducing new generative AI capabilities in ABAP Cloud to increase developer efficiency. The first scope of features will cover business object ..."learning.sap.com "Generative AI for ABAP development. With new ABAP capabilities, Joule can now help ABAP developers be more efficient with their development ..."community.sap.com Other options are incorrect because:
Option D: Joule provides suggestions and automation but does not directly debug programs; debugging remains a developer task supported by tools like ADT.
Option E: Joule focuses on practical development assistance rather than creating educational learning journeys, which are handled by SAP Learning platforms.
Reference from Positioning SAP Business AI Solutions as part of SAP Business Suite documents or Study Guide: Based on SAP News articles like "Introducing Joule for Developers: AI-Powered Capabilities Across SAP" and SAP Help Portal for "Joule for Developers, ABAP AI Capabilities." These position Joule as an AI tool for ABAP within the SAP Business Suite, as covered in the C_BCBAI_2502 certification and learning journeys for generative AI in development.

質問 # 40
(What is Machine Learning?)

A. AI systems that use self-supervised learning on vast data to perform a variety of tasks, such as writing documents or creating images.
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. 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.

正解：B

解説：
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.

質問 # 41
Which SAP AI tool provides businesses with chatbots for automated customer interactions?
Please choose the correct answer.
Response:

A. SAP Cloud ERP AI
B. SAP Intelligent RPA
C. SAP Conversational AI
D. SAP Business AI Core

正解：C

質問 # 42
Which SAP Business AI solutions assist in intelligent document processing? Note: There are 2 correct answers to this question.

A. SAP AI Business Services
B. SAP Intelligent Robotic Process Automation (RPA)
C. SAP Conversational AI
D. SAP SuccessFactors AI

正解：A、B

解説：
SAP Business AI provides solutions to automate and streamline intelligent document processing, particularly for handling unstructured data in financial and operational workflows. The correct answers are SAP AI Business Services and SAP Intelligent Robotic Process Automation (RPA), as these solutions are specifically designed to process documents intelligently using AI capabilities.
SAP documentation states: "SAP AI Business Services include capabilities like document information extraction, which leverages machine learning to process unstructured documents such as invoices and payment advice, integrating them seamlessly into business processes." For example, SAP Cash Application uses SAP AI Business Services to "intelligently extract key payment details from unstructured PDF documents" for financial reconciliation. Similarly, SAP Intelligent RPA is highlighted for its ability to
"automate repetitive tasks such as data entry and document processing" by combining robotic process automation with AI to handle complex documents efficiently. This is particularly useful in scenarios like invoice processing, where RPA bots extract and validate data from documents.
The incorrect options-SAP SuccessFactors AI and SAP Conversational AI-are not relevant to document processing. SAP SuccessFactors AI focuses on HR processes like recruitment and workforce analytics, while SAP Conversational AI is designed for natural language interactions, such as chatbots, not document handling. SAP's emphasis on automation in finance and procurement, as seen in solutions like SAP S
/4HANA, underscores the suitability of SAP AI Business Services and SAP Intelligent RPA for intelligent document processing.

質問 # 43
(What does business AI mean? Note: There are 3 correct answers to this question.)

A. Agility
B. Enterprise data
C. Customer centricity
D. Processes
E. Technology foundation

正解：B、D、E

解説：
Comprehensive and Detailed Explanation From Exact Extract: Business AI in SAP is defined as the combination of technology foundation (the underlying AI technology), enterprise data (the business data it leverages), and processes (the business processes it enhances and automates). This holistic approach ensures AI is embedded in business contexts for relevant, reliable, and responsible outcomes, with customer centricity and agility as resulting benefits rather than core components.
Exact extracts supporting this:
"What does SAP Business AI mean? Essentially three things: The technology it is based on. The enterprise data it is trained on. The processes it runs through."learning.sap.com Enterprise data: "Grounded in customers' business data."learning.sap.com Processes: "Embed AI features across all business processes, delivering immediate value to businesses."events.sap.com "Automating processes, and enabling predictive analytics."community.sap.com Technology foundation: "The technology it is based on."learning.sap.com "These AI functionalities are designed to help businesses automate processes, gain insights from data, improve decision-making."community.sap.com Other options are incorrect because:
Option B: Customer centricity is a benefit or principle in SAP solutions (e.g., in supply chain), but not a core definitional component of business AI.
Option D: Agility is an outcome enabled by business AI, such as increasing business agility, but not part of its fundamental definition.
Reference from Positioning SAP Business AI Solutions as part of SAP Business Suite documents or Study Guide: From the SAP Learning course "Discovering SAP Business AI," specifically the unit "Explaining the role of SAP Business AI," which defines business AI as the intersection of technology, data, and processes. Supported by SAP community blogs and product overviews, aligning with C_BCBAI_2502 certification for positioning AI in the SAP Business Suite.

質問 # 44
......

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