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Oracle Cloud Infrastructure 2025 AI Foundations Associate Sample Questions (Q10-Q15):

NEW QUESTION # 10
How does Oracle Cloud Infrastructure Document Understanding service facilitate business processes?

A. By automating data extraction from documents
B. By analyzing sentiment in text documents
C. By transcribing spoken language
D. By generating lifelike speech from documents

Answer: A

Explanation:
Explanation:

NEW QUESTION # 11
You are working on a project for a healthcare organization that wants to develop a system to predict the severity of patients' illnesses upon admission to a hospital. The goal is to classify patients into three categories - Low Risk, Moderate Risk, and High Risk - based on their medical history and vital signs. Which type of supervised learning algorithm is required in this scenario?

A. Multi-Class Classification
B. Regression
C. Clustering
D. Binary Classification

Answer: A

Explanation:
In this healthcare scenario, where the goal is to classify patients into three categories-Low Risk, Moderate Risk, and High Risk-based on their medical history and vital signs, a Multi-Class Classification algorithm is required. Multi-class classification is a type of supervised learning algorithm used when there are three or more classes or categories to predict. This method is well-suited for situations where each instance needs to be classified into one of several categories, which aligns with the requirement to categorize patients into different risk levels.

NEW QUESTION # 12
Which AI domain can be employed for identifying patterns in images and extract relevant features?

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

Answer: A

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 # 13
How does AI enhance human efforts?

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

Answer: B

Explanation:
AI enhances human efforts by processing large volumes of data quickly and accurately, performing complex computations that would be time-consuming or impossible for humans to handle manually. This allows humans to focus on more strategic, creative, and decision-making tasks, leveraging AI's ability to provide insights, automate repetitive processes, and support decision-making. AI does not physically enhance human capabilities, nor does it replace human workers in all tasks. Instead, it serves as an augmentation tool, amplifying human productivity and capabilities.

NEW QUESTION # 14
What is the difference between classification and regression in Supervised Machine Learning?

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

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 # 15
......

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1Z0-1122-25 Braindumps & 1Z0-1122-25 Sample Test Online

1Z0-1122-25 Sample Test Online | Accurate 1Z0-1122-25 Answers

Oracle Cloud Infrastructure 2025 AI Foundations Associate Sample Questions (Q10-Q15):

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