Quiz on Artificial Intelligence and Machine Learning

What does the term artificial intelligence refer to?

• Machines that can only perform tasks

• Computer systems that can apply reasoning

• Devices that do not learn from experience

• Systems that require human intelligence

What is machine learning primarily used for?

• To eliminate the need for algorithms

• To predict and classify data

• To create structured data

• To replace human intelligence

What is deep learning inspired by?

• Supervised learning techniques

• Neural networks in the human brain

• Unsupervised data processing

• Basic algorithms

What type of data is used in supervised learning?

• Unstructured data

• Random data

• Unlabeled data

• Structured data

How does an AI system learn in unsupervised learning?

• By using labeled data

• Through trial and error

• By receiving direct instructions

• By structuring unlabeled data

What is a key characteristic of reinforcement learning?

• It requires human supervision

• It cannot adjust algorithms

• It learns through trial and error

• It uses structured data exclusively

What happens when an AI system makes a correct prediction in reinforcement learning?

• It is penalized

• It ignores the result

• It stops learning

• It is rewarded

What is the relationship between deep learning, machine learning, and artificial intelligence?

• Deep learning is independent of machine learning

• Deep learning is a subset of machine learning

• Artificial intelligence is a subset of deep learning

• Machine learning is a subset of deep learning

What is the role of algorithms in AI systems?

• To create data

• To analyze data

• To eliminate errors

• To provide human-like reasoning

What is a potential outcome of reinforcement learning?

• Elimination of errors

• Increased accuracy of predictions

• Decreased need for data

• Static learning process