1z0-1122-26熱門題庫 - 1z0-1122-26考試資料

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Oracle 1z0-1122-26 Exam Syllabus Topics:

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

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                                最新的 Oracle Cloud Infrastructure 1z0-1122-26 免費考試真題 (Q15-Q20):

                                問題 #15
                                Which is NOT a capability of OCI Vision ' s image analysis?

                                答案:A

                                解題說明:
                                OCI Vision ' s image analysis capabilities include locating and extracting text from images, assigning classification labels to images, and detecting objects with bounding boxes. However, translating text in images to another language is not a capability of OCI Vision ' s image analysis. This functionality typically requires an additional layer of processing, such as integration with a language translation service, which is beyond the scope of OCI Vision ' s core image analysis features.
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                                問題 #16
                                Which capability is supported by Oracle Cloud Infrastructure Language service?

                                答案:D

                                解題說明:
                                Oracle Cloud Infrastructure (OCI) Language service is specifically designed to analyze text and extract structured information such as sentiment, entities, key phrases, and language detection. This service provides natural language processing (NLP) capabilities that help users gain insights from unstructured text data. By identifying the sentiment (positive, negative, neutral) and recognizing entities (like names, dates, or places), the service enables businesses to process large volumes of text data efficiently, aiding in decision-making processes.


                                問題 #17
                                You are training a deep learning model to classify images. What is the primary function of the convolutional layer?

                                答案:A

                                解題說明:
                                A convolutional layer is designed to learn local visual features from an input image. During training, small learnable filters move across the image and respond to patterns such as edges, corners, textures, and progressively more complex structures. The resulting feature maps preserve useful spatial relationships while transforming raw pixels into representations that later layers can use. Oracle documentation recognizes convolutional neural networks as suitable neural-network architectures for visual data and identifies architectures such as ResNet for processing images. Oracle Docs The convolutional layer itself does not primarily generate images or make the final classification decision. Reducing spatial dimensions is normally performed through pooling or strided operations. Therefore, detecting specific features in the input image is the correct function.


                                問題 #18
                                What feature of OCI Data Science provides an interactive coding environment for building and training models?

                                答案:A

                                解題說明:
                                In OCI Data Science, Notebook sessions provide an interactive coding environment that is essential for building, training, and deploying machine learning models. These sessions allow data scientists to write and execute code in real time, offering a flexible environment for data exploration, model experimentation, and iterative development. The integration with various OCI services and support for popular machine learning frameworks further enhances the utility of Notebook sessions, making them a crucial tool in the data science workflow.


                                問題 #19
                                What would you use Oracle AI Vector Search for?

                                答案:C

                                解題說明:
                                Oracle AI Vector Search is designed to query data based on semantics rather than just keywords. This allows for more nuanced and contextually relevant searches by understanding the meaning behind the words used in a query. Vector search represents data in a high-dimensional vector space, where semantically similar items are placed closer together. This capability makes it particularly powerful for applications such as recommendation systems, natural language processing, and information retrieval where the meaning and context of the data are crucial .


                                問題 #20
                                ......

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