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Oracle 1z0-1122-26 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Intro to Generative AI and LLMs15%- 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 Foundations15%- Discuss Reinforcement Learning Fundamentals
- Discuss Unsupervised Learning Fundamentals
- Discuss Supervised Learning Fundamentals
  • 1. Classification
    • 2. Regression
      - Explain Machine Learning Basics
      Topic 3: Intro to DL Foundations15%- Explain Convolutional Models (CNN)
      - Discuss Deep Learning Fundamentals
      - Explain Sequence Models (RNN and LSTM)
      Topic 4: OCI Generative AI and Oracle 23ai10%- Discuss Oracle Vector Search
      - Describe OCI Generative AI Services
      - Discuss Autonomous Database Select AI
      Topic 5: Get started with OCI AI Portfolio15%- Discuss OCI AI Infrastructure Overview
      - Explain Responsible AI
      - Discuss OCI AI Services Overview
      - Discuss OCI ML Services Overview
      Topic 6: Intro to OCI AI Services20%- OCI Vision
      - OCI Language
      - OCI Speech
      - OCI Document Understanding
      Topic 7: Intro to AI Foundations10%- 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.
      Reveal Solution  Discussion  0

      Correct Answer: C  🗳️

      Explanation: Only visible for FreeCram members. You can sign-up / login (it's free).

      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.
      Reveal Solution  Discussion  0

      Correct Answer: D  🗳️

      Explanation: Only visible for FreeCram members. You can sign-up / login (it's free).

      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
      Reveal Solution  Discussion  0

      Correct Answer: C  🗳️

      Explanation: Only visible for FreeCram members. You can sign-up / login (it's free).

      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.
      Reveal Solution  Discussion  0

      Correct Answer: D  🗳️

      Explanation: Only visible for FreeCram members. You can sign-up / login (it's free).

      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
      Reveal Solution  Discussion  0

      Correct Answer: B  🗳️

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