Quiz on Artificial Intelligence

What is a subset of machine learning that focuses on learning from unlabelled data?

• Supervised Learning

• Reinforcement Learning

• Unsupervised Learning

• Deep Learning

Which type of AI is characterized by superior performance in many tasks compared to humans?

• Narrow AI

• Strong AI

• Weak AI

• General AI

What is the primary purpose of backpropagation in neural networks?

• To classify data

• To generate random outputs

• To minimize the difference between actual and expected results

• To initialize weights

Which learning method uses labelled data to train models?

• Unsupervised Learning

• Deep Learning

• Reinforcement Learning

• Supervised Learning

What is the main function of an artificial neural network's hidden layer?

• To receive input data

• To process information

• To store data

• To provide output

In reinforcement learning, what type of feedback does an agent receive for good actions?

• Positive feedback

• No feedback

• Random feedback

• Negative feedback

What is the role of weights in an artificial neural network?

• To store data

• To represent the strength of connections

• To generate outputs

• To classify inputs

Which of the following is NOT a category of machine learning?

• Reinforcement Learning

• Unsupervised Learning

• Collaborative Learning

• Supervised Learning

What does deep learning primarily rely on to find hidden patterns?

• Human intervention

• Unlabelled data

• Labelled data

• Small datasets

What is the primary goal of regression in machine learning?

• To classify data

• To analyze data relationships

• To generate random outputs

• To store data