Quiz on Artificial Intelligence Concepts

What is artificial intelligence primarily concerned with?

• Simulating intelligent behavior

• Data extraction

• Data visualization

• Statistical analysis

Which of the following is a subset of artificial intelligence?

• Data science

• Machine learning

• Data mining

• Statistical analysis

What does deep learning use to simulate human decision-making?

• Data visualization tools

• Simple algorithms

• Statistical models

• Layered neural networks

What is the main function of machine learning algorithms?

• To analyze data and make decisions

• To visualize data

• To create rules-based algorithms

• To extract data

What type of learning involves labeled data?

• Supervised learning

• Unsupervised learning

• Clustering

• Reinforcement learning

Which type of machine learning allows the algorithm to learn from unlabeled data?

• Deep learning

• Supervised learning

• Reinforcement learning

• Unsupervised learning

What is the purpose of reinforcement learning?

• To visualize data

• To extract features

• To reward or penalize actions

• To classify data

What is a neural network inspired by?

• Biological neural networks

• Machine learning algorithms

• Statistical models

• Data visualization techniques

What is the main advantage of deep learning over traditional machine learning?

• It can handle unstructured data

• It requires less data

• It is faster

• It is easier to implement

What is the role of an activation function in a neural network?

• To extract features

• To visualize data

• To determine the output based on inputs

• To classify data