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Oracle 1z0-1122-26 Exam Syllabus Topics:

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

                                                  Oracle Cloud Infrastructure 2026 AI Foundations Associate Sample Questions:

                                                  Question 1

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

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


                                                  Question 2

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

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


                                                  Question 3

                                                  Emma is developing a customer support chatbot for an e-commerce website. The chatbot needs to provide accurate and up-to-date return policies, which change frequently. She initially tries fine-tuning but finds that the model still uses outdated information. Which approach should Emma use instead?

                                                  A. Reinforcement Learning
                                                  B. Zero-shot Prompting
                                                  C. Prompt Engineering
                                                  D. Retrieval-Augmented Generation (RAG)


                                                  Question 4

                                                  Lisa is working on a project that involves transcribing thousands of audio files stored in Oracle Cloud. She wants to process multiple files efficiently instead of transcribing them one by one. Which OCI Speech feature should Lisa use?

                                                  A. Batch support
                                                  B. Timestamping
                                                  C. Confidence scoring
                                                  D. Profanity filtering


                                                  Question 5

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

                                                  A. Translation models
                                                  B. Embedding models
                                                  C. Generation models
                                                  D. Chat models


                                                  Solutions:

                                                  Question 1
                                                  Answer: A
                                                  Question 2
                                                  Answer: D
                                                  Question 3
                                                  Answer: D
                                                  Question 4
                                                  Answer: A
                                                  Question 5
                                                  Answer: A

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