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Oracle Cloud Infrastructure 2024 AI Foundations Associate Sample Questions (Q35-Q40):

NEW QUESTION # 35
Which AI domain can be employed for identifying patterns in images and extract relevant features?

A. Speech Processing
B. Anomaly Detection
C. Natural Language Processing
D. Computer Vision

Answer: D

Explanation:
Computer Vision is the AI domain specifically employed for identifying patterns in images and extracting relevant features. This field focuses on enabling machines to interpret and understand visual information from the world, automating tasks that the human visual system can perform, such as recognizing objects, analyzing scenes, and detecting anomalies. Techniques in Computer Vision are widely used in applications ranging from facial recognition and image classification to medical image analysis and autonomous vehicles.

NEW QUESTION # 36
Which feature of OCI Speech helps make transcriptions easier to read and understand?

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

Answer: C

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 # 37
What is the primary benefit of using the OCI Language service for text analysis?

A. It provides image processing capabilities.
B. It allows for text analysis at scale without machine learning expertise.
C. It only works with structured data.
D. It requires extensive machine learning expertise to use.

Answer: B

Explanation:
The primary benefit of using the OCI Language service for text analysis is its ability to scale text analysis without requiring users to have extensive machine learning expertise. The service abstracts the complexities of machine learning, allowing businesses to easily process and analyze large amounts of text data through pre-built models. This accessibility makes it possible for a broader range of users to leverage advanced text analysis capabilities, facilitating insights from textual data without needing to develop and train models from scratch.

NEW QUESTION # 38
What is the primary purpose of reinforcement learning?

A. Identifying patterns in data
B. Learning from outcomes to make decisions
C. Finding relationships within data sets
D. Making predictions from labeled data

Answer: B

Explanation:
Reinforcement learning (RL) is a type of machine learning where an agent learns to make decisions by taking actions in an environment to achieve a certain goal. The agent receives feedback in the form of rewards or penalties based on the outcomes of its actions, which it uses to learn and improve its decision-making over time. The primary purpose of reinforcement learning is to enable the agent to learn optimal strategies by interacting with its environment, thereby maximizing cumulative rewards. This approach is commonly used in areas such as robotics, game playing, and autonomous systems.

NEW QUESTION # 39
Which AI Ethics principle leads to the Responsible AI requirement of transparency?

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

Answer: C

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 # 40
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Updated and User Friendly TestkingPass 1z0-1122-24 Exam PDF Questions File

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Oracle Cloud Infrastructure 2024 AI Foundations Associate Sample Questions (Q35-Q40):

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