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Oracle 1z0-1122-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Intro to OCI AI Services | 20% | - OCI Language - OCI Speech - OCI Document Understanding - OCI Vision |
| OCI Generative AI and Oracle 23ai | 10% | - Discuss Autonomous Database Select AI - Describe OCI Generative AI Services - Discuss Oracle Vector Search |
| Get started with OCI AI Portfolio | 15% | - Explain Responsible AI - Discuss OCI ML Services Overview - Discuss OCI AI Services Overview - Discuss OCI AI Infrastructure Overview |
| Intro to DL Foundations | 15% | - Explain Sequence Models (RNN and LSTM) - Explain Convolutional Models (CNN) - Discuss Deep Learning Fundamentals |
| Intro to AI Foundations | 10% | - Discuss AI Applications and Types of Data - Discuss AI Basics - Explain AI vs ML vs DL |
| Intro to ML Foundations | 15% | - Discuss Supervised Learning Fundamentals
- Explain Machine Learning Basics - Discuss Unsupervised Learning Fundamentals |
| Intro to Generative AI and LLMs | 15% | - Discuss Large Language Models Fundamentals - Discuss Generative AI Overview - Explain LLM Fine Tuning - Explain Prompt Engineering and Instruction Tuning - Explain Transformers Fundamentals |
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 classify the input image.
- B. To reduce the spatial dimensions of the input image.
- C. To generate new images.
- D. To detect specific features in the input image.
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Which statement best describes the relationship between Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL)?
- A. DL is a subset of AI, and ML is a subset of DL.
- B. AI, ML, and DL are entirely separate fields with no overlap.
- C. ML is a subset of AI, and DL is a subset of ML.
- D. AI is a subset of DL, which is a subset of ML.
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What role do Transformers perform in Large Language Models (LLMs)?
- A. Image recognition tasks in LLMs
- B. Limit the ability of LLMs to handle large datasets by imposing strict memory constraints
- C. Provide a mechanism to process sequential data in parallel and capture long-range dependencies
- D. Manually engineer features in the data before training the model
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Which statement describes the Optical Character Recognition (OCR) feature of Oracle Cloud Infrastructure Document Understanding?
- A. It provides real-time translation of text.
- B. It recognizes and extracts text from a document.
- C. It enhances the visual quality of documents.
- D. It converts audio files into text.
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A customer feedback analysis team needs to extract insights from thousands of online product reviews. They want to determine whether customers express positive or negative opinions about different aspects of a product or service. Which feature of OCI Language is helpful?
- A. Key phrase extraction
- B. Language detection
- C. Sentiment analysis
- D. Named entity recognition
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