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SAP C-AIG-2412 Exam Syllabus Topics:

Topic	Details
Topic 1	Advanced AI Techniques with SAP’s Generative AI Hub: This section of the exam measures the skills of Solution Architects and covers advanced techniques available through SAP’s Generative AI Hub. Candidates are assessed on their ability to design, optimize, and scale generative AI solutions that go beyond basic implementations. The focus includes applying sophisticated strategies to integrate advanced models, manage performance, and align AI-driven outcomes with complex enterprise goals.
Topic 2	SAP's Generative AI Hub: This section of the exam measures the skills of Solution Architects and covers SAP’s Generative AI Hub, which acts as the central layer for designing and managing generative AI solutions. The exam tests knowledge of building, deploying, and connecting AI models to business scenarios through the Hub. Emphasis is placed on leveraging the Hub to streamline workflows and ensure scalable solutions that align with organizational needs.
Topic 3	Large Language Models (LLMs): This section of the exam measures the skills of AI Developers and covers the practical use of large language models in SAP environments. Candidates are expected to understand how LLMs can be applied to automate tasks, enhance decision-making, and improve user interaction within SAP systems. The exam evaluates knowledge of handling model selection, fine-tuning, and adapting LLMs to specific business cases.
Topic 4	SAP AI Core: This section of the exam measures the skills of AI Developers and covers the fundamental components of SAP AI Core. Candidates are assessed on their ability to work with the core services that allow machine learning models to be deployed and managed within SAP environments. The focus is on understanding how AI Core fits into SAP’s ecosystem and ensures smooth integration with enterprise applications.

SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q32-Q37):

NEW QUESTION # 32
What are some benefits of the SAP AI Launchpad? Note: There are 2 correct answers to this question.

A. Integration with non-SAP platforms like Azure and AWS.
B. Direct deployment of Al models to SAP HANA.
C. Simplified model retraining and performance improvement.
D. Centralized Al lifecycle management for all Al scenarios.

Answer: C,D

NEW QUESTION # 33
Which of the following are grounding principles included in SAP's AI Ethics framework?
Note: There are 3 correct answers to this question.

A. Human agency and oversight
B. Transparency and explainability
C. Avoid bias and discrimination
D. Maximize business profits
E. Store all user data for legal proceedings

Answer: A,B,C

NEW QUESTION # 34
What are some features of Joule?
Note: There are 3 correct answers to this question.

A. Maintaining data privacy while offering generative Al capabilities.
B. Streamlining tasks with an Al assistant that knows your unique role.
C. Downloading and processing data.
D. Providing coding assistance and content generation.
E. Generating standalone applications.

Answer: A,B,D

NEW QUESTION # 35
What are some benefits of SAP Business Al? Note: There are 3 correct answers to this question.

A. Face detection and face recognition
B. Automatic human emotion recognition
C. Intelligent business document processing
D. Al-powered forecasting and predictions
E. Personalized recommendations based on Al algorithms

Answer: C,D,E

Explanation:
SAP Business AI offers a suite of capabilities designed to enhance various business processes through intelligent automation and data-driven insights.
1. Intelligent Business Document Processing:
* Document Information Extraction:SAP Business AI includes services that automate the extraction of relevant information from business documents, such as invoices and purchase orders. This automation reduces manual data entry, minimizes errors, and accelerates processing times.
2. AI-Powered Forecasting and Predictions:
* Predictive Analytics:SAP Business AI leverages machine learning models to analyze historical data and predict future trends. This capability assists businesses in demand forecasting, financial planning, and inventory management, enabling proactive decision-making.
3. Personalized Recommendations Based on AI Algorithms:
* Personalized Recommendation Services:By analyzing user behavior and preferences, SAP Business AI provides personalized product or service recommendations. This personalization enhances customer experience and can lead to increased sales and customer satisfaction.

NEW QUESTION # 36
Which of the following are grounding principles included in SAP's AI Ethics framework? Note: There are 3 correct answers to this question.

A. Human agency and oversight
B. Transparency and explainability
C. Avoid bias and discrimination
D. Maximize business profits
E. Store all user data for legal proceedings

Answer: A,B,C

NEW QUESTION # 37
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