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C-AIG-2412 Test Dumps.zip - C-AIG-2412 Test Preparation

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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 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.

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'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.

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SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q31-Q36):

NEW QUESTION # 31
Which of the following is a principle of effective prompt engineering?

A. Write vague and open-ended instructions to encourage creativity.
B. Combine multiple complex tasks into a single prompt.
C. Keep prompts as short as possible to avoid confusion.
D. Use precise language and providing detailed context in prompts.

Answer: D

NEW QUESTION # 32
What are some drivers for the rapid adoption of generative AI? Note: There are 2 correct answers to this question.

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

Answer: A,C

Explanation:
The rapid adoption of generative AI is driven by several key factors:
1. Wide Availability:
* Access to Generative AI Tools:The proliferation of generative AI tools and platforms has made the technology widely accessible to businesses and individuals. This widespread availability facilitates experimentation and integration into various applications.
2. Ease of Use:
* User-Friendly Interfaces:Modern generative AI tools often feature intuitive interfaces that require minimal technical expertise, enabling a broader range of users to leverage AI capabilities without deep technical knowledge.

NEW QUESTION # 33
What can be done once the training of a machine learning model has been completed in SAP AI Core? Note: There are 2 correct answers to this question.

A. The model can be deployed for inferencing.
B. The model's accuracy can be optimized directly in SAP HANA.
C. The model can be registered in the hyperscaler object store.
D. The model can be deployed in SAP HANA.

Answer: A,C

NEW QUESTION # 34
You want to use the orchestration service through SAP's generative-Al-hub-sdk. What does the following code do?
from gen_ai_hub.orchestration.models.11m import LLM 11m =
LLM(name="gpt-40", version="latest", parameters={"max_tokens": 256, "temperature": 0.2})

A. Define the Template and Default Input Values
B. Define the LLM
C. Run the Orchestration Request
D. Create the Orchestration Configuration

Answer: B

NEW QUESTION # 35
What contract type does SAP offer for Al ecosystem partner solutions?

A. All-in-one contracts, with services that are contracted through SAP
B. Pay-as-you-go for each partner service
C. Annual subscription-only contracts
D. Bring Your Own License (BYOL) for embedded partner solutions

Answer: A,B,C

NEW QUESTION # 36
......

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