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SAP C-AIG-2412 Exam Syllabus Topics:

Topic	Details
Topic 1	SAP Business AI: This section of the exam measures the skills of business analysts and covers the features and capabilities of SAP Business AI. It includes exploring how AI can automate processes, provide real-time insights, and enhance decision-making across various business functions.
Topic 2	Large Language Models (LLMs): This section of the exam measures the skills of AI Developers and covers the evolution of large language models, distinguishing them from traditional IT operations analytics. It also explores the current stages of AIOps systems and their implications for organizations. A key skill assessed is understanding the foundational concepts behind LLMs and their applications in various contexts.
Topic 3	SAP's Generative AI Hub: This section of the exam measures the skills of technology strategists and covers the functionalities provided by SAP's Generative AI Hub. It emphasizes how organizations can use generative AI to create new content and automate complex tasks. A vital skill evaluated is applying generative AI techniques to enhance business processes and customer experiences.
Topic 4	SAP AI Core: This section of the exam measures the skills of SAP developers and covers the core components of SAP's AI framework. It emphasizes how these components integrate with existing systems to enhance functionality and performance. Leveraging SAP AI Core to develop intelligent applications that meet business needs is a critical skill that needs to be evaluated.

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SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q47-Q52):

NEW QUESTION # 47
What is the goal of prompt engineering?

A. To craft inputs that guide Al systems in generating desired outputs
B. To develop new neural network architectures for Al models
C. To optimize hardware performance for Al computations
D. To replace human decision-making with automated processes

Answer: A

NEW QUESTION # 48
How do resource groups in SAP AI Core improve the management of machine learning workloads?
Note: There are 2 correct answers to this question.

A. They enable simultaneous orchestration of Kubernetes clusters.
B. They ensure workload separation for different tenants or departments.
C. They enhance pipeline execution speeds through workload distribution.
D. They provide isolation for datasets and Al artifacts.

Answer: B,D

NEW QUESTION # 49
What are some drivers for the rapid adoption of generative AI?
Note: There are 2 correct answers to this question.

A. Availability of skilled developers
B. Wide availability
C. Ease of use
D. Significant hardware cost savings

Answer: B,C

NEW QUESTION # 50
What are some benefits of SAP Business Al? Note: There are 3 correct answers to this question.

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

Answer: A,D,E

NEW QUESTION # 51
Which of the following steps is NOT a requirement to use the Orchestration service?

A. Get an auth token for orchestration
B. Create a deployment for orchestration
C. Create an instance of an Al model
D. Modify the underlying Al models

Answer: D

NEW QUESTION # 52
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