THREE FORMATS FOR ORACLE 1Z0-1122-24 PRACTICE TESTS TESTKINGPDF EXAM PREP SOLUTIONS

Three Formats for Oracle 1z0-1122-24 Practice Tests TestkingPDF Exam Prep Solutions

Three Formats for Oracle 1z0-1122-24 Practice Tests TestkingPDF Exam Prep Solutions

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Oracle Cloud Infrastructure 2024 AI Foundations Associate Sample Questions (Q15-Q20):

NEW QUESTION # 15
What is the benefit of using embedding models in OCI Generative AI service?

  • A. They optimize the use of computational resources.
  • B. They simplify managing databases.
  • C. They enable creating detailed graphics.
  • D. They facilitate semantic searches.

Answer: D

Explanation:
Embedding models in the OCI Generative AI service are designed to represent text, phrases, or other data types in a dense vector space, where semantically similar items are located closer to each other. This representation enables more effective semantic searches, where the goal is to retrieve information based on the meaning and context of the query, rather than just exact keyword matches.
The benefit of using embedding models is that they allow for more nuanced and contextually relevant searches. For example, if a user searches for "financial reports," an embedding model can understand that "quarterly earnings" is semantically related, even if the exact phrase does not appear in the document. This capability greatly enhances the accuracy and relevance of search results, making it a powerful tool for handling large and diverse datasets .


NEW QUESTION # 16
Which feature of OCI Speech helps make transcriptions easier to read and understand?

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

Answer: B

Explanation:
The text normalization feature of OCI Speech helps make transcriptions easier to read and understand by converting spoken language into a more standardized and grammatically correct format. This process includes correcting grammar, punctuation, and formatting, ensuring that the transcribed text is clear, accurate, and suitable for various use cases. Text normalization enhances the usability of transcriptions, making them more accessible and easier to process in downstream applications.
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NEW QUESTION # 17
What is the difference between classification and regression in Supervised Machine Learning?

  • A. Classification and regression both predict continuous values.
  • B. Classification and regression both assign data points to categories.
  • C. Classification assigns data points to categories, whereas regression predicts continuous values.
  • D. Classification predicts continuous values, whereas regression assigns data points to categories.

Answer: C

Explanation:
In supervised machine learning, the key difference between classification and regression lies in the nature of the output they predict. Classification algorithms are used to assign data points to one of several predefined categories or classes, making it suitable for tasks like spam detection, where an email is classified as either "spam" or "not spam." On the other hand, regression algorithms predict continuous values, such as forecasting the price of a house based on features like size, location, and number of rooms. While classification answers "which category?" regression answers "how much?" or "what value?".


NEW QUESTION # 18
Which AI Ethics principle leads to the Responsible AI requirement of transparency?

  • A. Prevention of harm
  • B. Explicability
  • C. Respect for human autonomy
  • D. Fairness

Answer: B


NEW QUESTION # 19
Which AI Ethics principle leads to the Responsible AI requirement of transparency?

  • A. Prevention of harm
  • B. Explicability
  • C. Respect for human autonomy
  • D. Fairness

Answer: B

Explanation:
Explicability is the AI Ethics principle that leads to the Responsible AI requirement of transparency. This principle emphasizes the importance of making AI systems understandable and interpretable to humans. Transparency is a key aspect of explicability, as it ensures that the decision-making processes of AI systems are clear and comprehensible, allowing users to understand how and why a particular decision or output was generated. This is critical for building trust in AI systems and ensuring that they are used responsibly and ethically.
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NEW QUESTION # 20
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