Artificial Intelligence Quiz

Which of the following is NOT a subfield of artificial intelligence?

• Machine learning

• Natural language processing

• Robotics

• Data mining

What is the primary goal of supervised learning?

• Predicting future outcomes based on historical data

• Clustering similar data points together

• Discovering hidden patterns in large datasets

• Interacting with users using natural language

Which of the following algorithms is commonly used for reinforcement learning?

• Decision trees

• K-means clustering

• Random forest

• Q-learning

What is the purpose of an artificial neural network?

• To mimic human brain functions

• To generate random numbers

• To compress large datasets

• To filter noisy data

Which of the following is an example of unsupervised learning?

• Image classification

• Sentiment analysis

• Anomaly detection

• Speech recognition

What is the main advantage of using deep learning algorithms?

• They require less computational power than traditional algorithms

• They can handle high-dimensional data effectively

• They are not affected by overfitting issues

• They do not require labeled training data

Which of the following techniques is used to reduce the dimensionality of data?

• Principal component analysis (PCA)

• Support vector machines (SVM)

• Naive Bayes classification

• Gradient boosting

What is the role of a convolutional neural network (CNN) in computer vision?

• Feature extraction

• Speech recognition

• Reinforcement learning

• Natural language processing

Which of the following is an example of a chatbot application?

• Autonomous vehicles

• Fraud detection

• Virtual assistant

• Stock market prediction

What is the Turing Test?

• A test to evaluate a machine's ability to exhibit intelligent behavior

• A test to measure a neural network's computational efficiency

• A test to evaluate a computer's processing speed

• A test to assess the accuracy of a machine learning model