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Oracle 1z0-1122-26 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| OCI Generative AI and Oracle Database AI Capabilities | - OCI Generative AI
|
| Generative AI and Large Language Models | - Generative AI Fundamentals
|
| Artificial Intelligence and Machine Learning Fundamentals | - Machine Learning Fundamentals
|
| Oracle AI and Machine Learning Services | - OCI Machine Learning Services
|
Oracle Cloud Infrastructure 2026 AI Foundations Associate Sample Questions:
You are training a deep learning model to classify images. What is the primary function of the convolutional layer?
- A. To reduce the spatial dimensions of the input image.
- B. To generate new images.
- C. To detect specific features in the input image.
- D. To classify the input image.
Correct Answer: C 🗳️
Explanation: Only visible for Test4Engine members. You can sign-up / login (it's free).
How do Large Language Models (LLMs) handle the trade-off between model size, data quality, data size and performance?
- A. They prioritize larger model sizes to achieve better performance.
- B. They focus on increasing the number of tokens while keeping the model size constant.
- C. They ensure that the model size, training time, and data size are balanced for optimal results.
- D. They disregard model size and prioritize high-quality data only.
Correct Answer: C 🗳️
What is the purpose of Attention Mechanism in Transformer architecture?
- A. Apply a specific function to each word individually.
- B. Weigh the importance of different words within a sequence and understand the context.
- C. Convert tokens into numerical forms (vectors) that the model can understand.
- D. Break down a sentence into smaller pieces called tokens.
Correct Answer: B 🗳️
Explanation: Only visible for Test4Engine members. You can sign-up / login (it's free).
In machine learning, what does the term " model training " mean?
- A. Writing code for the entire program
- B. Establishing a relationship between input features and output
- C. Performing data analysis on collected and labeled data
- D. Analyzing the accuracy of a trained model
Correct Answer: B 🗳️
Explanation: Only visible for Test4Engine members. You can sign-up / login (it's free).
What is the primary benefit of using the OCI Language service for text analysis?
- A. It only works with structured data.
- B. It requires extensive machine learning expertise to use.
- C. It allows for text analysis at scale without machine learning expertise.
- D. It provides image processing capabilities.
Correct Answer: C 🗳️
Explanation: Only visible for Test4Engine members. You can sign-up / login (it's free).
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