Exam Name: Oracle Cloud Infrastructure 2026 AI Foundations Associate
Certification Provider: Oracle
Corresponding Certification: Oracle Cloud Infrastructure
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- Total Questions: 49
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Oracle 1z0-1122-26 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Oracle AI and Machine Learning Services | - Oracle AI Stack
|
| Generative AI and Large Language Models | - Generative AI Fundamentals
|
| Artificial Intelligence and Machine Learning Fundamentals | - Artificial Intelligence Concepts
|
| OCI Generative AI and Oracle Database AI Capabilities | - Oracle AI Database
|
Oracle Cloud Infrastructure 2026 AI Foundations Associate Sample Questions:
You are training a logistic regression model to classify emails as spam or not spam. The model is currently classifying too many emails as spam. What would you do to adjust the model?
- A. Increase the regularization parameter.
- B. Decrease the weight of the feature representing the presence of certain keywords.
- C. Decrease the number of iterations.
- D. Increase the threshold value for classification.
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How is " Prompt Engineering " different from " Fine-tuning " in the context of Large Language Models (LLMs)?
- A. Prompt Engineering creates input prompts, while Fine-tuning retrains the model on specific data.
- B. Both involve retraining the model, but Prompt Engineering does it more often.
- C. Prompt Engineering modifies training data, while Fine-tuning alters the model ' s structure.
- D. Prompt Engineering adjusts the model ' s parameters, while Fine-tuning crafts input prompts.
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What distinguishes Generative AI from other types of AI?
- A. Generative AI focuses on making decisions based on user interactions.
- B. Generative AI creates diverse content such as text, audio, and images by learning patterns from existing data.
- C. Generative AI involves training models to perform tasks without human intervention.
- D. Generative AI uses algorithms to predict outcomes based on past data.
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What is a key advantage of using dedicated AI clusters in the OCI Generative AI service?
- A. They provide faster internet connection speeds.
- B. They provide high performance compute resources for fine-tuning tasks.
- C. They allow access to unlimited database resources.
- D. They are free of charge for all users.
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Which is NOT a category of pretrained foundational models available in the OCI Generative AI service?
- A. Generation models
- B. Embedding models
- C. Translation models
- D. Chat models
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