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Oracle 1z0-1122-26 Exam Syllabus Topics:

SectionWeightObjectives
AI Foundations10%- Artificial Intelligence basics and terminology
  • 1. AI applications, use cases, and responsible AI principles
    • 2. AI, Machine Learning, and Deep Learning relationship
      Machine Learning Foundations15%- Machine Learning fundamentals
      • 1. Supervised learning: regression and classification
        • 2. Reinforcement learning basics and model evaluation concepts
          • 3. Unsupervised learning: clustering and dimensionality reduction
            Generative AI and Large Language Models15%- Generative AI concepts
            • 1. Embeddings, Retrieval-Augmented Generation (RAG), and LLMs
              • 2. Transformers, prompt engineering, and fine-tuning
                Introduction to OCI AI Services20%- OCI AI Service APIs
                • 1. OCI Language, Vision, Speech, and Document Understanding services
                  • 2. OCI Select AI and AI service use cases
                    Deep Learning Foundations15%- Deep Learning and neural networks
                    • 1. Convolutional Neural Networks (CNN) architectures
                      • 2. Recurrent Neural Networks, LSTMs, and sequence models
                        OCI AI Portfolio15%- Overview of OCI AI offerings
                        • 1. OCI Data Science and GPU-based compute infrastructure
                          • 2. AI Services, ML Services, and AI Infrastructure overview
                            OCI Generative AI and Oracle 23ai10%- OCI Generative AI Service features
                            • 1. Generative AI capabilities on OCI
                              • 2. Oracle 23ai Vector Database integration

                                Oracle Cloud Infrastructure 2026 AI Foundations Associate Sample Questions:

                                Question 1

                                What is " in-context learning " in the realm of Large Language Models (LLMs)?

                                A. Modifying the behavior of a pretrained LLM permanently
                                B. Training a model on a diverse range of tasks
                                C. Providing a few examples of a target task via the input prompt
                                D. Teaching a model through zero-shot learning


                                Question 2

                                Which statement best describes the relationship between Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL)?

                                A. AI is a subset of DL, which is a subset of ML.
                                B. ML is a subset of AI, and DL is a subset of ML.
                                C. DL is a subset of AI, and ML is a subset of DL.
                                D. AI, ML, and DL are entirely separate fields with no overlap.


                                Question 3

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

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


                                Question 4

                                What is the primary benefit of using Oracle Cloud Infrastructure Supercluster for AI workloads?

                                A. It is ideal for tasks such as text-to-speech conversion.
                                B. It delivers exceptional performance and scalability for complex AI tasks.
                                C. It provides a cost-effective solution for simple AI tasks.
                                D. It offers seamless integration with social media platforms.


                                Question 5

                                How does AI enhance human efforts?

                                A. By processing data at a speed and effectiveness far beyond human capability
                                B. By completely replacing human workers in all tasks
                                C. By increasing the physical strength of humans
                                D. By deleting data humans need to handle


                                Solutions:

                                Question 1
                                Answer: C
                                Question 2
                                Answer: B
                                Question 3
                                Answer: B
                                Question 4
                                Answer: B
                                Question 5
                                Answer: A

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