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Oracle 1z0-1122-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Intro to Generative AI and LLMs | 15% | - Explain LLM Fine Tuning - Explain Transformers Fundamentals - Explain Prompt Engineering and Instruction Tuning - Discuss Generative AI Overview - Discuss Large Language Models Fundamentals |
| Topic 2: Intro to ML Foundations | 15% | - Discuss Reinforcement Learning Fundamentals - Discuss Unsupervised Learning Fundamentals - Discuss Supervised Learning Fundamentals
|
| Topic 3: Intro to DL Foundations | 15% | - Explain Convolutional Models (CNN) - Discuss Deep Learning Fundamentals - Explain Sequence Models (RNN and LSTM) |
| Topic 4: OCI Generative AI and Oracle 23ai | 10% | - Discuss Oracle Vector Search - Describe OCI Generative AI Services - Discuss Autonomous Database Select AI |
| Topic 5: Get started with OCI AI Portfolio | 15% | - Discuss OCI AI Infrastructure Overview - Explain Responsible AI - Discuss OCI AI Services Overview - Discuss OCI ML Services Overview |
| Topic 6: Intro to OCI AI Services | 20% | - OCI Vision - OCI Language - OCI Speech - OCI Document Understanding |
| Topic 7: Intro to AI Foundations | 10% | - Discuss AI Basics - Explain AI vs ML vs DL - Discuss AI Applications and Types of Data |
Oracle Cloud Infrastructure 2026 AI Foundations Associate Sample Questions:
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 enhances the visual quality of documents.
- C. It recognizes and extracts text from a document.
- D. It converts audio files into text.
Correct Answer: C 🗳️
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What is the difference between classification and regression in Supervised Machine Learning?
- A. Classification predicts continuous values, whereas regression assigns data points to categories.
- B. Classification and regression both assign data points to categories.
- C. Classification and regression both predict continuous values.
- D. Classification assigns data points to categories, whereas regression predicts continuous values.
Correct Answer: D 🗳️
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Which feature is NOT available as part of OCI Speech capabilities?
- A. Transcribes audio and video files into text
- B. Supports multiple languages including English, Spanish, and Portuguese
- C. Uses extensive data science experience to operate
- D. Provides timestamped, grammatically accurate transcriptions
Correct Answer: C 🗳️
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What is the purpose of Attention Mechanism in Transformer architecture?
- A. Break down a sentence into smaller pieces called tokens.
- B. Apply a specific function to each word individually.
- C. Convert tokens into numerical forms (vectors) that the model can understand.
- D. Weigh the importance of different words within a sequence and understand the context.
Correct Answer: D 🗳️
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Which AI Ethics principle leads to the Responsible AI requirement of transparency?
- A. Prevention of harm
- B. Explicability
- C. Fairness
- D. Respect for human autonomy
Correct Answer: B 🗳️
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