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Customized C_AIG_2412 Lab Simulation | New C_AIG_2412 Dumps

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Customized C_AIG_2412 Lab Simulation | New C_AIG_2412 Dumps

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SAP C_AIG_2412 Exam Syllabus Topics:
TopicDetails
Topic 1
  • 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 2
  • 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 3
  • 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 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 (Q56-Q61):NEW QUESTION # 56
What are some components of the training pipeline in SAP AI Core?
Note: There are 2 correct answers to this question.
  • A. Automated deployment to Kubernetes clusters
  • B. Executables that define the training process
  • C. Input datasets stored in a hyperscaler object store
  • D. The SAP HANA database for model storage
Answer: B,C

NEW QUESTION # 57
You want to download a json output for a prompt and the response.
Which of the following interfaces can you use in SAP's generative Al hub in SAP AI Launchpad?
  • A. Administration
  • B. Chat
  • C. Prompt Editor
  • D. Prompt management
Answer: D

NEW QUESTION # 58
What is the primary function of the generative Al hub in SAP's Al Foundation?
  • A. To manage the Al lifecycle efforts end-to-end
  • B. To store embeddings of unstructured data for semantic data retrieval
  • C. To provide ready-to-use Al services for document processing
  • D. To serve as an abstraction layer to access a range of foundation Al models
Answer: D
Explanation:
SAP's Generative AI Hub, a component of the SAP AI Foundation, provides a unified platform for accessing various foundation AI models.
1. Abstraction Layer Functionality:
* Unified Access:The Generative AI Hub acts as an abstraction layer, offering developers seamless access to a diverse range of large language models (LLMs) from multiple providers, such as GPT-4 by Azure OpenAI and open-source models like Falcon-40b.
* Simplified Integration:By providing a standardized interface, the hub simplifies the integration of these models into applications, reducing complexity and development time.
2. Supporting AI Development:
* Toolset Availability:The hub offers a comprehensive toolset for building custom AI solutions, including prompt engineering tools, SDKs, and fine-tuning services, facilitating efficient AI development.
* Model Orchestrationevelopers can orchestrate multiple models, enabling the selection of the most suitable model for specific use cases, thereby enhancing the accuracy and relevance of AI applications.

NEW QUESTION # 59
How can Joule improve workforce productivity? Note: There are 2 correct answers to this question.
  • A. By maintaining strict adherence to data privacy regulations.
  • B. By providing context-based role-specific task assistance.
  • C. By offering generic task recommendations unrelated to specific roles.
  • D. By resolving hardware malfunctions.
Answer: A,B
Explanation:
SAP's AI copilot, Joule, enhances workforce productivity through several key features:
1. Adherence to Data Privacy Regulations:
* Data Security and Privacy:Joule is designed with a strong emphasis on data security and privacy, ensuring compliance with data protection regulations. This adherence builds user trust and allows employees to utilize AI tools confidently, knowing that their data is handled responsibly.
2. Context-Based Role-Specific Task Assistance:
* Personalized Assistance:Joule provides context-aware support tailored to individual roles within an organization. By understanding the specific needs and responsibilities of each user, Joule offers relevant insights and automates routine tasks, thereby enhancing efficiency and allowing employees to focus on higher-value activities.

NEW QUESTION # 60
What contract type does SAP offer for Al ecosystem partner solutions?
  • A. Annual subscription-only contracts
  • B. Bring Your Own License (BYOL) for embedded partner solutions
  • C. Pay-as-you-go for each partner service
  • D. All-in-one contracts, with services that are contracted through SAP
Answer: D
Explanation:
SAP collaborates with a wide ecosystem of partners, including leading general-purpose AI vendors, to provide tailored solutions to its customers. Through the SAP Store, customers have access to numerous partner applications and a variety of tools, allowing them to choose solutions that best fit their requirements.
Contractual Approach:
* All-in-One Contracts:SAP offers all-in-one contracts for AI ecosystem partner solutions, where services are white-labeled and contracted directly through SAP. This approach simplifies the procurement process for customers, as they engage with SAP as the single point of contact for both SAP and partner services.
* Exclusion of Bring Your Own License (BYOL) Model:SAP does not adopt a "bring your own license" model for these embedded partner solutions. Instead, all services are integrated and provided under unified contracts managed by SAP.
Benefits of This Contractual Model:
* Simplified Procurement:Customers benefit from a streamlined purchasing process, dealing with a single contract and point of contact for multiple services.
* Integrated Solutions:The all-in-one contract ensures that partner solutions are seamlessly integrated with SAP's offerings, providing a cohesive experience.
* Assured Compliance and Support:By contracting through SAP, customers can be confident in the compliance, security, and support standards upheld across all services.

NEW QUESTION # 61
......
In the Desktop C_AIG_2412 practice exam software version of SAP C_AIG_2412 practice test is updated and real. The software is useable on Windows-based computers and laptops. There is a demo of the C_AIG_2412 Practice Exam which is totally free. SAP Certified Associate - SAP Generative AI Developer (C_AIG_2412) practice test is very customizable and you can adjust its time and number of questions.
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