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CS100X: Introduction to Artificial Intelligence Quiz

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Questions and Answers

What is the goal of artificial intelligence (AI)?

To create a machine that can mimic human behavior (correct)
To eliminate the need for human intervention in computer systems
To replace human behavior with machine behavior
To develop algorithms that can process data more efficiently

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

Natural Language Processing (NLP)
Artificial Intelligence (AI)
Machine Learning (ML) (correct)
Computer Vision

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 (correct)
ML and AI are independent technologies with no relationship
ML and AI are interchangeable terms with the same meaning
AI is a subset of ML and relies on ML for its functioning

What does Natural Language Processing (NLP) focus on?

Interpreting and understanding human language by computers (C) Signup and view all the answers

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

Computers thinking and acting in a way that simulates a human (C) Signup and view all the answers

What is the purpose of classification in supervised machine learning?

To identify which category or class an input data point belongs to (D) Signup and view all the answers

What is the main characteristic of a binary classification problem?

Categorization into two classes (B) Signup and view all the answers

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

Convolutional Neural Network (C) Signup and view all the answers

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

Labeled examples with known features (B) Signup and view all the answers

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

Fully observed with binary values (A) Signup and view all the answers

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