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Oracle 1z0-1122-26 Exam Syllabus Topics:

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

                                                  Oracle Cloud Infrastructure 2026 AI Foundations Associate Sample Questions:

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

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

                                                  Correct Answer: B  🗳️

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

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

                                                  • A. Analyzing the accuracy of a trained model
                                                  • B. Writing code for the entire program
                                                  • C. Establishing a relationship between input features and output
                                                  • D. Performing data analysis on collected and labeled data
                                                  Reveal Solution  Discussion  0

                                                  Correct Answer: C  🗳️

                                                  Explanation: Only visible for PrepAwayExam 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. Respect for human autonomy
                                                  • D. Fairness
                                                  Reveal Solution  Discussion  0

                                                  Correct Answer: B  🗳️

                                                  Which algorithm is primarily used for adjusting the weights of connections between neurons during the training of an Artificial Neural Network (ANN)?

                                                  • A. Support Vector Machine
                                                  • B. Gradient Descent
                                                  • C. Backpropagation
                                                  • D. Random Forest
                                                  Reveal Solution  Discussion  0

                                                  Correct Answer: C  🗳️

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

                                                  What would you use Oracle AI Vector Search for?

                                                  • A. Manage database security protocols.
                                                  • B. Query data based on semantics.
                                                  • C. Store business data in a cloud database.
                                                  • D. Query data based on keywords.
                                                  Reveal Solution  Discussion  0

                                                  Correct Answer: B  🗳️

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

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