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

To mimic human intelligence in performing tasks

Which of the following is an example of a discriminative task?

Classifying emails as spam or not spam

What is one everyday use of AI in the university environment?

Timetable scheduling and personalized tutoring

What best describes an AI agent in artificial intelligence?

Perceives its environment and takes actions to achieve goals

What is a key trait of generative AI models?

They generate new data or content

What distinguishes deep learning from traditional machine learning?

It uses multi-layered neural networks

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UCSC -Demystifying Artificial Intelligence workshop

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Answers

1
What is the main goal of Artificial Intelligence (AI)?
To mimic human intelligence in performing tasks
To build faster computers
To replace all human jobs
To create emotions in machines
2
Which type of learning involves finding patterns in data without labels?
Unsupervised Learning
Reinforcement Learning
Semi-supervised Learning
Supervised Learning
3
Which of the following is an example of a discriminative task?
Classifying emails as spam or not spam
Creating synthetic images
Generating a new paragraph
Producing music based on input
4
What is one everyday use of AI in the university environment?
Predicting the weather
Managing canteens manually
Automating laundry
Timetable scheduling and personalized tutoring
5
What best describes an AI agent in artificial intelligence?
Perceives its environment and takes actions to achieve goals
A physical robot only capable of movement
A chatbot that only answers trivia questions
A human programmed to perform AI tasks manually
6
In supervised learning, what is the key component during training?
Labeled data
Reinforcement signals
Random guesses
Unlabeled data
7
What is a key trait of generative AI models?
They classify data only
They only make binary decisions
They generate new data or content
They predict labels without data
8
In a neural network, what is the role of hidden layers?
Connect hardware
Extract and transform features
Store memory
Display output
9
Which subfield of AI focuses on systems that learn from data?
Natural Language Processing
Robotics
Machine Learning
Expert Systems
10
What distinguishes deep learning from traditional machine learning?
It uses multi-layered neural networks
It avoids using data entirely
It uses large labeled datasets only
It uses rule-based logic

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