Exam Name: Oracle Cloud Infrastructure 2025 Generative AI Professional
Certification Provider: Oracle
Corresponding Certification: Oracle Cloud Infrastructure
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- Total Questions: 90
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Oracle 1Z0-1127-25 Exam Overview:
| Certification Vendor: | Oracle |
|---|---|
| Exam Name: | Oracle Cloud Infrastructure 2025 Generative AI Professional |
| Exam Number: | 1Z0-1127-25 |
| Real Exam Qty: | 50-60 |
| Available Languages: | English |
| Exam Price: | USD 245 |
| Certificate Validity Period: | Typically 2 years (Oracle certification policies may vary) |
| Exam Duration: | 90 minutes |
| Related Certifications: | Oracle Cloud Infrastructure Data Science Professional Oracle Cloud Infrastructure Architect Associate Oracle Cloud Infrastructure Foundations |
| Exam Format: | Multiple Choice, Multiple Response |
| Recommended Training: | Oracle University OCI Generative AI Training |
| Exam Registration: | Oracle Certification Portal |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online proctored or test center delivery via Oracle certification platform |
| Pre Condition: | Recommended: basic understanding of cloud computing, machine learning concepts, and Oracle Cloud Infrastructure services |
| Official Syllabus URL: | https://education.oracle.com/ |
Oracle 1Z0-1127-25 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| OCI Generative AI Service | - Model selection and deployment options in OCI - OCI Generative AI service capabilities and architecture |
| Generative AI Fundamentals | - Foundations of Generative AI and Large Language Models (LLMs) - Core concepts: tokens, embeddings, transformers |
| Security, Governance, and Responsible AI | - Data privacy and model security in OCI - Responsible AI principles and risk mitigation |
| Prompt Engineering and Optimization | - Prompt design techniques - Controlling model output and tuning prompts |
| Retrieval-Augmented Generation (RAG) | - Vector databases and embeddings usage - Knowledge grounding and contextual retrieval |
| Model Customization and Fine-Tuning | - Evaluating and improving model performance - Fine-tuning concepts and workflows |
| Deployment and Operations | - Integration of Generative AI into applications - Monitoring and lifecycle management |
Common Questions About Oracle Cloud Infrastructure 2025 Generative AI Professional
The 1Z0-1127-25 exam, Oracle Cloud Infrastructure 2025 Generative AI Professional, assesses whether a candidate can apply Oracle knowledge to the skills measured by this credential. It is associated with the Oracle Cloud Infrastructure (OCI) Generative AI Professional certification. The certification is positioned at the Professional level. Related credentials include Oracle Cloud Infrastructure Foundations, Oracle Cloud Infrastructure Architect Associate, Oracle Cloud Infrastructure Data Science Professional.
The 1Z0-1127-25 exam includes 50-60 questions and allows 90 minutes. Plan your pacing before exam day rather than calculating it under pressure. Timed sessions with NewPassLeader practice tests can help you decide when to flag a difficult item, keep moving, and reserve enough time for a final review.
The stated prerequisite information for Oracle Cloud Infrastructure 2025 Generative AI Professional is: Recommended: basic understanding of cloud computing, machine learning concepts, and Oracle Cloud Infrastructure services Before registering, review the eligibility details on the official exam page to confirm the requirements.
You can register for Oracle Cloud Infrastructure 2025 Generative AI Professional through the following channels:
The available exam delivery format is Online proctored or test center delivery via Oracle certification platform.
The following official training resources are recommended for Oracle Cloud Infrastructure 2025 Generative AI Professional:
After reviewing these training options, you can reinforce each topic with 90 practice questions from NewPassLeader.
Yes. NewPassLeader provides a free PDF demo so you can review the format and quality of the Oracle Cloud Infrastructure 2025 Generative AI Professional practice questions before placing an order. Your purchase includes 365 days of free updates, and you can extend the update service after expiration at a 50% discount.
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The published Oracle Cloud Infrastructure 2025 Generative AI Professional outline contains 7 major domains. The opening domains include:
- Generative AI Fundamentals (official weight not provided)
- OCI Generative AI Service (official weight not provided)
- Deployment and Operations (official weight not provided)
Review the complete Exam Topics section above for every domain and subtopic before planning your study time.
Oracle Cloud Infrastructure 2025 Generative AI Professional Sample Questions:
What is the function of the Generator in a text generation system?
- A. To store the generated responses for future use
- B. To generate human-like text using the information retrieved and ranked, along with the user's original query
- C. To rank the information based on its relevance to the user's query
- D. To collect user queries and convert them into database search terms
Correct Answer: B 🗳️
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Which statement accurately reflects the differences between these approaches in terms of the number of parameters modified and the type of data used?
- A. Fine-tuning modifies all parameters using labeled, task-specific data, whereas Parameter Efficient Fine-Tuning updates a few, new parameters also with labeled, task-specific data.
- B. Fine-tuning and continuous pretraining both modify all parameters and use labeled, task-specific data.
- C. Soft Prompting and continuous pretraining are both methods that require no modification to the original parameters of the model.
- D. Parameter Efficient Fine-Tuning and Soft Prompting modify all parameters of the model using unlabeled data.
Correct Answer: A 🗳️
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
What does a cosine distance of 0 indicate about the relationship between two embeddings?
- A. They have the same magnitude
- B. They are similar in direction
- C. They are completely dissimilar
- D. They are unrelated
Correct Answer: B 🗳️
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
Which statement is true about the "Top p" parameter of the OCI Generative AI Generation models?
- A. "Top p" limits token selection based on the sum of their probabilities.
- B. "Top p" selects tokens from the "Top k" tokens sorted by probability.
- C. "Top p" assigns penalties to frequently occurring tokens.
- D. "Top p" determines the maximum number of tokens per response.
Correct Answer: A 🗳️
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
What does the RAG Sequence model do in the context of generating a response?
- A. For each input query, it retrieves a set of relevant documents and considers them together to generate a cohesive response.
- B. It retrieves a single relevant document for the entire input query and generates a response based on that alone.
- C. It retrieves relevant documents only for the initial part of the query and ignores the rest.
- D. It modifies the input query before retrieving relevant documents to ensure a diverse response.
Correct Answer: A 🗳️
Explanation: Only visible for NewPassLeader members. You can sign-up / login (it's free).
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