Quiz on Artificial Intelligence and Machine Learning

What is the main objective of Artificial Intelligence?

• To create robots

• To perform tasks that require intelligence

• To replace human jobs

• To store large amounts of data

What is a subset of Artificial Intelligence?

• Data Mining

• Cloud Computing

• Machine Learning

• Big Data

What does Machine Learning primarily aim to do?

• Store data

• Predict system output

• Create new algorithms

• Analyze historical data

Which of the following is NOT a component needed for Machine Learning?

• Hardware

• Algorithms

• Features

• Data

What type of learning uses labeled training data?

• Unsupervised Learning

• Deep Learning

• Reinforcement Learning

• Supervised Learning

In Supervised Learning, what acts as the supervisor?

• The algorithm

• The output

• The features

• The training data

What is the goal of Unsupervised Learning?

• To label data

• To predict outcomes

• To find underlying structures

• To classify data

Which algorithm is commonly used in Unsupervised Learning?

• Support Vector Machines

• K-means clustering

• Neural Networks

• Decision Trees

What is Reinforcement Learning based on?

• Supervised data

• Trial and error

• Unlabeled data

• Static datasets

In Reinforcement Learning, what do algorithms use to find the best solution?

• Data samples

• Training data

• Rewards and penalties

• Features and labels