1z0-1122-26 Schulungsangebot & 1z0-1122-26 Zertifizierungsprüfung

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Oracle 1z0-1122-26 Exam Syllabus Topics:

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

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      Oracle Cloud Infrastructure 2026 AI Foundations Associate 1z0-1122-26 Prüfungsfragen mit Lösungen (Q24-Q29):

      24. Frage
      What distinguishes Generative AI from other types of AI?

      Antwort: A

      Begründung:
      Generative AI is distinct from other types of AI in that it focuses on creating new content by learning patterns from existing data. This includes generating text, images, audio, and other types of media. Unlike AI that primarily analyzes data to make decisions or predictions, Generative AI actively creates new and original outputs. This ability to generate diverse content is a hallmark of Generative AI models like GPT-4, which can produce human-like text, create images, and even compose music based on the patterns they have learned from their training data.


      25. Frage
      Which feature is NOT supported as part of the OCI Language service ' s pretrained language processing capabilities?

      Antwort: D

      Begründung:
      The OCI Language service offers several pretrained language processing capabilities, including Text Classification, Sentiment Analysis, and Language Detection. However, it does not natively support Text Generation as a part of its core language processing capabilities. Text Generation typically involves creating new content based on input prompts, which is a feature more commonly associated with models specifically designed for natural language generation.


      26. Frage
      You are training a deep learning model to classify images. What is the primary function of the convolutional layer?

      Antwort: D

      Begründung:
      A convolutional layer is designed to learn local visual features from an input image. During training, small learnable filters move across the image and respond to patterns such as edges, corners, textures, and progressively more complex structures. The resulting feature maps preserve useful spatial relationships while transforming raw pixels into representations that later layers can use. Oracle documentation recognizes convolutional neural networks as suitable neural-network architectures for visual data and identifies architectures such as ResNet for processing images. Oracle Docs The convolutional layer itself does not primarily generate images or make the final classification decision. Reducing spatial dimensions is normally performed through pooling or strided operations. Therefore, detecting specific features in the input image is the correct function.


      27. Frage
      In machine learning, what does the term " model training " mean?

      Antwort: A

      Begründung:
      In machine learning, " model training " refers to the process of teaching a model to make predictions or decisions by learning the relationships between input features and the corresponding output. During training, the model is fed a large dataset where the inputs are paired with known outputs (labels). The model adjusts its internal parameters to minimize the error between its predictions and the actual outputs. Over time, the model learns to generalize from the training data to make accurate predictions on new, unseen data.


      28. Frage
      What is the main function of the hidden layers in an Artificial Neural Network (ANN) when recognizing handwritten digits?

      Antwort: D

      Begründung:
      In an Artificial Neural Network (ANN) designed for recognizing handwritten digits, the hidden layers serve the crucial function of capturing the internal representation of the raw image data. These layers learn to extract and represent features such as edges, shapes, and textures from the input pixels, which are essential for distinguishing between different digits. By transforming the input data through multiple hidden layers, the network gradually abstracts the raw pixel data into higher-level representations, which are more informative and easier to classify into the correct digit categories.


      29. Frage
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