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Oracle 1z0-1122-26 Exam Syllabus Topics:

SectionWeightObjectives
Intro to AI Foundations10%- Discuss AI Basics
- Explain AI vs ML vs DL
- Discuss AI Applications and Types of Data
OCI Generative AI and Oracle 23ai10%- Describe OCI Generative AI Services
- Discuss Autonomous Database Select AI
- Discuss Oracle Vector Search
Get started with OCI AI Portfolio15%- Discuss OCI AI Services Overview
- Discuss OCI ML Services Overview
- Explain Responsible AI
- Discuss OCI AI Infrastructure Overview
Intro to OCI AI Services20%- OCI Language
- OCI Document Understanding
- OCI Vision
- OCI Speech
Intro to Generative AI and LLMs15%- Explain LLM Fine Tuning
- Discuss Generative AI Overview
- Explain Transformers Fundamentals
- Discuss Large Language Models Fundamentals
- Explain Prompt Engineering and Instruction Tuning
Intro to ML Foundations15%- Discuss Unsupervised Learning Fundamentals
- Discuss Reinforcement Learning Fundamentals
- Discuss Supervised Learning Fundamentals
  • 1. Regression
    • 2. Classification
      - Explain Machine Learning Basics
      Intro to DL Foundations15%- Discuss Deep Learning Fundamentals
      - Explain Convolutional Models (CNN)
      - Explain Sequence Models (RNN and LSTM)

      Oracle Cloud Infrastructure 2026 AI Foundations Associate Sample Questions:

      Question #1

      Emma is developing a customer support chatbot for an e-commerce website. The chatbot needs to provide accurate and up-to-date return policies, which change frequently. She initially tries fine-tuning but finds that the model still uses outdated information. Which approach should Emma use instead?

      • A. Retrieval-Augmented Generation (RAG)
      • B. Prompt Engineering
      • C. Zero-shot Prompting
      • D. Reinforcement Learning
      Reveal Solution  Discussion  0

      Correct Answer: A  🗳️

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

      Question #2

      What role do Transformers perform in Large Language Models (LLMs)?

      • A. Image recognition tasks in LLMs
      • B. Provide a mechanism to process sequential data in parallel and capture long-range dependencies
      • C. Limit the ability of LLMs to handle large datasets by imposing strict memory constraints
      • D. Manually engineer features in the data before training the model
      Reveal Solution  Discussion  0

      Correct Answer: B  🗳️

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

      Question #3

      What is " in-context learning " in the realm of Large Language Models (LLMs)?

      • A. Modifying the behavior of a pretrained LLM permanently
      • B. Training a model on a diverse range of tasks
      • C. Providing a few examples of a target task via the input prompt
      • D. Teaching a model through zero-shot learning
      Reveal Solution  Discussion  0

      Correct Answer: C  🗳️

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

      Question #4

      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.
      Reveal Solution  Discussion  0

      Correct Answer: D  🗳️

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

      Question #5

      Which is NOT a category of pretrained foundational models available in the OCI Generative AI service?

      • A. Generation models
      • B. Chat models
      • C. Translation models
      • D. Embedding models
      Reveal Solution  Discussion  0

      Correct Answer: C  🗳️

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

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