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 | Weight | Objectives |
|---|---|---|
| Topic 1: Get started with OCI AI Portfolio | 15% | - Discuss OCI AI Services Overview - Discuss OCI ML Services Overview - Explain Responsible AI - Discuss OCI AI Infrastructure Overview |
| Topic 2: Intro to DL Foundations | 15% | - Discuss Deep Learning Fundamentals - Explain Convolutional Models (CNN) - Explain Sequence Models (RNN and LSTM) |
| Topic 3: Intro to OCI AI Services | 20% | - OCI Speech - OCI Vision - OCI Language - OCI Document Understanding |
| Topic 4: Intro to Generative AI and LLMs | 15% | - Discuss Large Language Models Fundamentals - Explain LLM Fine Tuning - Explain Transformers Fundamentals - Discuss Generative AI Overview - Explain Prompt Engineering and Instruction Tuning |
| Topic 5: Intro to ML Foundations | 15% | - Discuss Unsupervised Learning Fundamentals - Explain Machine Learning Basics - Discuss Supervised Learning Fundamentals
|
| Topic 6: OCI Generative AI and Oracle 23ai | 10% | - Discuss Autonomous Database Select AI - Describe OCI Generative AI Services - Discuss Oracle Vector Search |
| Topic 7: Intro to AI Foundations | 10% | - Discuss AI Applications and Types of Data - Explain AI vs ML vs DL - Discuss AI Basics |
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 detect specific features in the input image.
- B. To generate new images.
- C. To classify the input image.
- D. To reduce the spatial dimensions of the input image.
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What is the primary benefit of using Oracle Cloud Infrastructure Supercluster for AI workloads?
- A. It is ideal for tasks such as text-to-speech conversion.
- B. It provides a cost-effective solution for simple AI tasks.
- C. It offers seamless integration with social media platforms.
- D. It delivers exceptional performance and scalability for complex AI tasks.
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What is the purpose of the model catalog in OCI Data Science?
- A. To store, track, share, and manage models
- B. To provide a preinstalled open source library
- C. To deploy models as HTTP endpoints
- D. To create and switch between different environments
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How do Large Language Models (LLMs) handle the trade-off between model size, data quality, data size and performance?
- A. They disregard model size and prioritize high-quality data only.
- B. They prioritize larger model sizes to achieve better performance.
- C. They focus on increasing the number of tokens while keeping the model size constant.
- D. They ensure that the model size, training time, and data size are balanced for optimal results.
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What does " fine-tuning " refer to in the context of OCI Generative AI service?
- A. Encrypting the data for security reasons
- B. Adjusting the model parameters to improve accuracy
- C. Doubling the neural network layers
- D. Upgrading the hardware of the AI clusters
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