Exam Name: Oracle Cloud Infrastructure 2026 AI Foundations Associate
Certification Provider: Oracle
Corresponding Certification: Oracle Cloud Infrastructure
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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 - Explain Responsible AI - Discuss OCI ML Services Overview - Discuss OCI AI Infrastructure Overview |
| Topic 2: Intro to AI Foundations | 10% | - Discuss AI Applications and Types of Data - Explain AI vs ML vs DL - Discuss AI Basics |
| Topic 3: OCI Generative AI and Oracle 23ai | 10% | - Describe OCI Generative AI Services - Discuss Oracle Vector Search - Discuss Autonomous Database Select AI |
| Topic 4: Intro to Generative AI and LLMs | 15% | - Explain Transformers Fundamentals - Explain Prompt Engineering and Instruction Tuning - Discuss Generative AI Overview - Discuss Large Language Models Fundamentals - Explain LLM Fine Tuning |
| Topic 5: Intro to ML Foundations | 15% | - Discuss Reinforcement Learning Fundamentals - Discuss Supervised Learning Fundamentals
- Explain Machine Learning Basics |
| Topic 6: Intro to OCI AI Services | 20% | - OCI Speech - OCI Document Understanding - OCI Vision - OCI Language |
| Topic 7: Intro to DL Foundations | 15% | - Discuss Deep Learning Fundamentals - Explain Sequence Models (RNN and LSTM) - Explain Convolutional Models (CNN) |
Oracle Cloud Infrastructure 2026 AI Foundations Associate Sample Questions:
What distinguishes Generative AI from other types of AI?
- A. Generative AI uses algorithms to predict outcomes based on past data.
- B. Generative AI involves training models to perform tasks without human intervention.
- C. Generative AI creates diverse content such as text, audio, and images by learning patterns from existing data.
- D. Generative AI focuses on making decisions based on user interactions.
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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 classify the input image.
- D. To detect specific features in the input image.
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Which AI Ethics principle leads to the Responsible AI requirement of transparency?
- A. Explicability
- B. Prevention of harm
- C. Respect for human autonomy
- D. Fairness
Which statement describes the Optical Character Recognition (OCR) feature of Oracle Cloud Infrastructure Document Understanding?
- A. It converts audio files into text.
- B. It provides real-time translation of text.
- C. It recognizes and extracts text from a document.
- D. It enhances the visual quality of documents.
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What is the main function of the hidden layers in an Artificial Neural Network (ANN) when recognizing handwritten digits?
- A. Capturing the internal representation of the raw image data
- B. Directly predicting the final output
- C. Storing the input pixel values
- D. Providing labels for the output neurons
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