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Oracle 1z0-1122-26 Exam Syllabus Topics:

SectionObjectives
Generative AI and Large Language Models- Large Language Models
  • 1. LLM fundamentals
    • 2. Language models and generative AI applications
      - Generative AI Fundamentals
      • 1. Generative AI use cases
        • 2. Generative AI concepts and capabilities
          OCI Generative AI and Oracle Database AI Capabilities- OCI Generative AI
          • 1. Generative AI models and applications
            • 2. OCI Generative AI services
              - AI Application Frameworks
              • 1. Retrieval and AI application concepts
                • 2. Language frameworks
                  - Oracle AI Database
                  • 1. Vector database concepts
                    • 2. AI capabilities in Oracle Database
                      Artificial Intelligence and Machine Learning Fundamentals- Artificial Intelligence Concepts
                      • 1. AI fundamentals and terminology
                        • 2. AI use cases and applications
                          - Deep Learning Fundamentals
                          • 1. Convolutional and sequence models
                            • 2. Neural networks
                              - Machine Learning Fundamentals
                              • 1. Supervised and unsupervised learning
                                • 2. Machine learning models and architectures
                                  Oracle AI and Machine Learning Services- OCI AI Services
                                  • 1. Language
                                    • 2. Vision
                                      • 3. Speech
                                        • 4. Document Understanding
                                          - Oracle AI Stack
                                          • 1. AI data and machine learning services
                                            • 2. AI infrastructure
                                              - OCI Machine Learning Services
                                              • 1. Machine learning capabilities in OCI
                                                • 2. OCI Data Science and machine learning workflows

                                                  Oracle Cloud Infrastructure 2026 AI Foundations Associate Sample Questions:

                                                  Question #1

                                                  What is the difference between classification and regression in Supervised Machine Learning?

                                                  • A. Classification and regression both assign data points to categories.
                                                  • B. Classification and regression both predict continuous values.
                                                  • C. Classification predicts continuous values, whereas regression assigns data points to categories.
                                                  • D. Classification assigns data points to categories, whereas regression predicts continuous values.
                                                  Reveal Solution  Discussion  0

                                                  Correct Answer: D  🗳️

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                                                  Question #2

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

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

                                                  Correct Answer: D  🗳️

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                                                  Question #3

                                                  What distinguishes Generative AI from other types of AI?

                                                  • A. Generative AI uses algorithms to predict outcomes based on past data.
                                                  • B. Generative AI creates diverse content such as text, audio, and images by learning patterns from existing data.
                                                  • C. Generative AI focuses on making decisions based on user interactions.
                                                  • D. Generative AI involves training models to perform tasks without human intervention.
                                                  Reveal Solution  Discussion  0

                                                  Correct Answer: B  🗳️

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                                                  Question #4

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

                                                  • A. Capturing the internal representation of the raw image data
                                                  • B. Directly predicting the final output
                                                  • C. Providing labels for the output neurons
                                                  • D. Storing the input pixel values
                                                  Reveal Solution  Discussion  0

                                                  Correct Answer: A  🗳️

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                                                  Question #5

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

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

                                                  Correct Answer: C  🗳️

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

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