CS100X: Introduction to Artificial Intelligence Quiz

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10 Questions

What is the goal of artificial intelligence (AI)?

To create a machine that can mimic human behavior

Which technology focuses on the use of data and algorithms to imitate the way that humans learn?

Machine Learning (ML)

What is the relationship between machine learning (ML) and artificial intelligence (AI)?

ML is a subset of AI and forms the foundation for modern AI

What does Natural Language Processing (NLP) focus on?

Interpreting and understanding human language by computers

According to the text, what is the main characteristic of Artificial Intelligence (AI)?

Computers thinking and acting in a way that simulates a human

What is the purpose of classification in supervised machine learning?

To identify which category or class an input data point belongs to

What is the main characteristic of a binary classification problem?

Categorization into two classes

What is the example 5 of a multi-label classification problem from the area of image tagging?

Convolutional Neural Network

What kind of data does the AI model learn from in supervised learning?

Labeled examples with known features

Which type of data does the interaction matrix represent in a multi-label classification problem?

Fully observed with binary values

Test your knowledge of artificial intelligence basics, natural language processing, computer vision, responsible AI principles, and AI applications with this quiz. Covering key concepts from Chapter 09 of the course 'Introduction to Information Technology', this quiz is designed for students aiming to understand the foundations of AI.

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