ORACLE 1Z0-1122-25 LATEST EXAM FEE - LATEST 1Z0-1122-25 TEST FORMAT

Oracle 1Z0-1122-25 Latest Exam Fee - Latest 1Z0-1122-25 Test Format

Oracle 1Z0-1122-25 Latest Exam Fee - Latest 1Z0-1122-25 Test Format

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Oracle Cloud Infrastructure 2025 AI Foundations Associate Sample Questions (Q28-Q33):

NEW QUESTION # 28
What is the main function of the hidden layers in an Artificial Neural Network (ANN) when recognizing handwritten digits?

  • A. Storing the input pixel values
  • B. Directly predicting the final output
  • C. Capturing the internal representation of the raw image data
  • D. Providing labels for the output neurons

Answer: C

Explanation:
In an Artificial Neural Network (ANN) designed for recognizing handwritten digits, the hidden layers serve the crucial function of capturing the internal representation of the raw image data. These layers learn to extract and represent features such as edges, shapes, and textures from the input pixels, which are essential for distinguishing between different digits. By transforming the input data through multiple hidden layers, the network gradually abstracts the raw pixel data into higher-level representations, which are more informative and easier to classify into the correct digit categories.


NEW QUESTION # 29
Which is NOT a capability of OCI Vision's image analysis?

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

Answer: B

Explanation:
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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NEW QUESTION # 30
You are part of the medical transcription team and need to automate transcription tasks. Which OCI AI service are you most likely to use?

  • A. Vision
  • B. Speech
  • C. Document Understanding
  • D. Language

Answer: B

Explanation:
For automating transcription tasks in a medical transcription team, the most appropriate OCI AI service to use would be the "Speech" service. This service is designed to convert spoken language into text, which is essential for transcribing spoken medical reports or consultations into written form. The OCI Speech service provides capabilities such as speech-to-text conversion, which is specifically tailored for handling audio input and producing accurate transcriptions.


NEW QUESTION # 31
What can Oracle Cloud Infrastructure Document Understanding NOT do?

  • A. Extract tables from documents
  • B. Extract text from documents
  • C. Generate transcript from documents
  • D. Classify documents into different types

Answer: C

Explanation:
Oracle Cloud Infrastructure (OCI) Document Understanding service offers several capabilities, including extracting tables, classifying documents, and extracting text. However, it does not generate transcripts from documents. Transcription typically refers to converting spoken language into written text, which is a function associated with speech-to-text services, not document understanding services. Therefore, generating a transcript is outside the scope of what OCI Document Understanding is designed to do .


NEW QUESTION # 32
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

Answer: C

Explanation:
"In-context learning" in the realm of Large Language Models (LLMs) refers to the ability of these models to learn and adapt to a specific task by being provided with a few examples of that task within the input prompt. This approach allows the model to understand the desired pattern or structure from the given examples and apply it to generate the correct outputs for new, similar inputs. In-context learning is powerful because it does not require retraining the model; instead, it uses the examples provided within the context of the interaction to guide its behavior.


NEW QUESTION # 33
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