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Title: Excellent C_AIG_2412 exam brain dumps offer you high-quality practice questions [Print This Page]

Author: ianking413    Time: 15 hour before
Title: Excellent C_AIG_2412 exam brain dumps offer you high-quality practice questions
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SAP C_AIG_2412 Exam Syllabus Topics:
TopicDetails
Topic 1
  • 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 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
  • 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 4
  • 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.

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SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q33-Q38):NEW QUESTION # 33
Why is generative Al gaining significant attention and investment in the current business landscape? Note: There are 2 correct answers to this question.
Answer: B,D

NEW QUESTION # 34
Which neural network architecture is primarily used by LLMs?
Answer: C

NEW QUESTION # 35
How does SAP deal with vulnerability risks created by generative Al? Note: There are 2 correct answers to this question.
Answer: B,D

NEW QUESTION # 36
What capabilities does the Exploration and Development feature of the generative Al hub provide? Note: There are 2 correct answers to this question.
Answer: A,C

NEW QUESTION # 37
Which of the following statements accurately describe the RAG process? Note: There are 2 correct ans-wers to this question.
Answer: A,B
Explanation:
Retrieval-Augmented Generation (RAG) is a process that enhances the capabilities of Large Language Models (LLMs) by integrating external knowledge sources into the response generation process.
1. Understanding the RAG Process:
* User Query:The process begins with a user's question or prompt, which serves as the input for the system.
* Retrieval Step:The system uses the user's query to search a knowledge base or a set of documents, retrieving relevant information that can inform the response.
* Integration with LLM:The retrieved content is then combined with the LLM's inherent knowledge and language generation capabilities to produce a comprehensive and contextually relevant response.
2. Benefits of the RAG Process:
* Enhanced Accuracy:By incorporating up-to-date and domain-specific information from external sources, RAG improves the accuracy of AI-generated responses.
* Contextual Relevance:The integration of retrieved data ensures that the responses are more aligned with the specific context of the user's query.
3. Application in SAP's Generative AI Hub:
* Generative AI Hub SDK:SAP provides a Generative AI Hub SDK that facilitates the implementation of RAG by enabling seamless integration of retrieval mechanisms with LLMs.
* Tutorials and Resources:SAP offers tutorials, such as "Retrieval Augmented Generation using generative-ai-hub-sdk and HANA vector search," to guide developers in implementing RAG systems effectively.

NEW QUESTION # 38
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