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Oracle 1z0-1122-26 Exam Syllabus Topics:

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

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      Oracle Cloud Infrastructure 2026 AI Foundations Associate Sample Questions (Q11-Q16):

      NEW QUESTION # 11
      What is " in-context learning " in the realm of Large Language Models (LLMs)?

      Answer: B

      Explanation:
      " In-context learning " in the realm of Large Language Models (LLMs) refers to the ability of these models to learn and adapt to a specific task by being provided with a few examples of that task within the input prompt.
      This approach allows the model to understand the desired pattern or structure from the given examples and apply it to generate the correct outputs for new, similar inputs. In-context learning is powerful because it does not require retraining the model; instead, it uses the examples provided within the context of the interaction to guide its behavior.


      NEW QUESTION # 12
      Which AI Ethics principle leads to the Responsible AI requirement of transparency?

      Answer: D


      NEW QUESTION # 13
      Which AI Ethics principle leads to the Responsible AI requirement of transparency?

      Answer: D

      Explanation:
      Explicability is the AI Ethics principle that leads to the Responsible AI requirement of transparency. This principle emphasizes the importance of making AI systems understandable and interpretable to humans.
      Transparency is a key aspect of explicability, as it ensures that the decision-making processes of AI systems are clear and comprehensible, allowing users to understand how and why a particular decision or output was generated. This is critical for building trust in AI systems and ensuring that they are used responsibly and ethically.
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      NEW QUESTION # 14
      Which AI domain can be employed for identifying patterns in images and extract relevant features?

      Answer: C

      Explanation:
      Computer Vision is the AI domain specifically employed for identifying patterns in images and extracting relevant features. This field focuses on enabling machines to interpret and understand visual information from the world, automating tasks that the human visual system can perform, such as recognizing objects, analyzing scenes, and detecting anomalies. Techniques in Computer Vision are widely used in applications ranging from facial recognition and image classification to medical image analysis and autonomous vehicles.


      NEW QUESTION # 15
      Which statement describes the Optical Character Recognition (OCR) feature of Oracle Cloud Infrastructure Document Understanding?

      Answer: C

      Explanation:
      The Optical Character Recognition (OCR) feature of Oracle Cloud Infrastructure (OCI) Document Understanding recognizes and extracts text from documents. This capability is fundamental for converting printed or handwritten text into a machine-readable format, allowing for further processing, such as text analysis, search, and archiving. OCI ' s OCR is an essential tool in automating document processing workflows, enabling businesses to digitize and manage their documents efficiently.


      NEW QUESTION # 16
      ......

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