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Oracle 1z0-1122-26 Exam Syllabus Topics:

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

                                                  Oracle Cloud Infrastructure 2026 AI Foundations Associate Sample Questions:

                                                  What does " fine-tuning " refer to in the context of OCI Generative AI service?

                                                  • A. Encrypting the data for security reasons
                                                  • B. Upgrading the hardware of the AI clusters
                                                  • C. Adjusting the model parameters to improve accuracy
                                                  • D. Doubling the neural network layers
                                                  Answer: C

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

                                                  Which feature of OCI Speech helps make transcriptions easier to read and understand?

                                                  • A. Text normalization
                                                  • B. Timestamping
                                                  • C. Profanity filtering
                                                  • D. Audio tuning
                                                  Answer: A

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

                                                  Which is NOT a capability of OCI Vision ' s image analysis?

                                                  • A. Assigning classification labels to images
                                                  • B. Object detection with bounding boxes
                                                  • C. Locating and extracting text in images
                                                  • D. Translating text in images to another language
                                                  Answer: D

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

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

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

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

                                                  What are Convolutional Neural Networks (CNNs) primarily used for?

                                                  • A. Text processing
                                                  • B. Time series prediction
                                                  • C. Image generation
                                                  • D. Image classification
                                                  Answer: D

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

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