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[General] SAP C_AIG_2412 Cert Exam, New C_AIG_2412 Exam Bootcamp

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【General】 SAP C_AIG_2412 Cert Exam, New C_AIG_2412 Exam Bootcamp

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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
  • 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 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
  • 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.

New C_AIG_2412 Exam Bootcamp & Latest C_AIG_2412 Exam DumpsThe SAP C_AIG_2412 exam is one of the top-rated career advancement certifications in the market. With the SAP Certified Associate - SAP Generative AI Developer C_AIG_2412 certification exam everyone can validate their skills and knowledge after passing the C_AIG_2412 exam. The SAP C_AIG_2412 certification exam will recognize your expertise and knowledge in the market. You will get solid proof of your proven skill set. There are other countless benefits that you can gain after passing the SAP Certified Associate - SAP Generative AI Developer C_AIG_2412 Certification Exam. But the problem is how to pass the SAP C_AIG_2412 exam. The SAP C_AIG_2412 certification exam is not an easy exam. It is a challenging exam that gives taught time to candidates. However, with the assistance of SAP C_AIG_2412 PDF Questions and practice tests you can pass the C_AIG_2412 exam easily.
SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q36-Q41):NEW QUESTION # 36
How can Joule improve workforce productivity?
Note: There are 2 correct answers to this question.
  • A. By resolving hardware malfunctions.
  • B. By maintaining strict adherence to data privacy regulations.
  • C. By offering generic task recommendations unrelated to specific roles.
  • D. By providing context-based role-specific task assistance.
Answer: B,D

NEW QUESTION # 37
What must be defined in an executable to train a machine learning model using SAP AI Core? Note: There are 2 correct answers to this question.
  • A. User scripts to manually execute pipeline steps
  • B. Deployment templates for SAP AI Launchpad
  • C. Pipeline containers to be used
  • D. Infrastructure resources such as CPUs or GPUs
Answer: C,D

NEW QUESTION # 38
Which of the following must you do before connecting to a dataset in order to train a machine learning model in SAP Al Core?
Note: There are 2 correct answers to this question.
  • A. Grant access rights to the SAP BTP cockpit.
  • B. Store the dataset in the SAP HANA Vector Engine.
  • C. Provide the storage secret to access the dataset.
  • D. Store the dataset in a hyperscaler object store.
Answer: C,D
Explanation:
Before connecting to a dataset for training a machine learning model in SAP AI Core, the following steps are necessary:
* Store the dataset in a hyperscaler object store:Ensure that the dataset is stored in a compatible object storage service provided by a cloud hyperscaler (e.g., AWS S3, Azure Blob Storage) to facilitate seamless access during training.
* Provide the storage secret to access the dataset:Configure the necessary access credentials (storage secrets) within SAP AI Core to securely connect to and retrieve the dataset from the object store.
These steps are essential to establish a secure and efficient connection to the dataset, enabling successful model training within SAP AI Core.

NEW QUESTION # 39
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. The SAP HANA database for model storage
  • C. Input datasets stored in a hyperscaler object store
  • D. Executables that define the training process
Answer: C,D
Explanation:
The training pipeline in SAP AI Core comprises several key components that facilitate the development and deployment of machine learning models.
1. Input Datasets Stored in a Hyperscaler Object Store:
* Data Storage:Input datasets are often stored in hyperscaler object stores, which provide scalable and secure storage solutions. These datasets serve as the foundational data for training machine learning models.
* Integration:SAP AI Core integrates with various hyperscaler object stores, allowing seamless access to training data during the model development process.

NEW QUESTION # 40
Where can you configure language models in generative Al hub?
  • A. The Orchestration tab in SAP AI Launchpad
  • B. The Configuration tab of the SAP BTP cockpit
  • C. The Configuration tab within ML Operations in SAP AI Launchpad
  • D. The Models tab in Prompt Editor
Answer: C

NEW QUESTION # 41
......
These SAP Certified Associate - SAP Generative AI Developer (C_AIG_2412) exam questions help applicants prepare well prior to entering the actual SAP Certified Associate - SAP Generative AI Developer (C_AIG_2412) exam center. Due to our actual C_AIG_2412 Exam Dumps, our valued customers always pass their SAP C_AIG_2412 exam on the very first try hence, saving their precious time and money too.
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