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CS100X: Introduction to Artificial Intelligence Quiz

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CS100X: Introduction to Artificial Intelligence Quiz

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Questions and Answers

What is the primary goal of Artificial Intelligence (AI)?

To develop algorithms for data processing

To create a machine that can mimic human behavior (correct)

To improve the accuracy of machine learning models

To enable computers to think independently

Which technology focuses on identifying and making sense of patterns and structures in data?

Artificial Intelligence (AI)

Computer Vision

Natural Language Processing (NLP)

Machine Learning (ML) (correct)

What is the relationship between Machine Learning (ML) and Artificial Intelligence (AI)?

ML and AI are completely independent technologies

ML is a subset of AI and the foundation for modern AI (correct)

AI and ML have no relationship

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

What does the Turing Test involve?

An artificially intelligent software/hardware, an invigilator, and a human Signup and view all the answers

What does AI aim to do with information from its environment?

Respond based on what it learns Signup and view all the answers

In machine learning, which type of learning involves training a model to identify which category an input data point belongs to?

Supervised learning Signup and view all the answers

What does the Turing test evaluate?

Whether a machine can exhibit intelligent behavior equivalent to, or indistinguishable from, that of a human Signup and view all the answers

Which type of classification involves categorization into more than two classes?

Multiclass classification Signup and view all the answers

What is the main goal of reinforcement learning in machine learning?

To enhance the model performance by interacting with the environment Signup and view all the answers

In supervised learning, what does the dataset consist of?

Labeled examples, and each example consists of features Signup and view all the answers