Artificial Intelligence Quiz

Question 1

Which of the following algorithms is most closely associated with reinforcement learning?

Accepted Answer

Q-learning

Answer

Backpropagation

Answer

Principal Component Analysis

Answer

K-Means Clustering

Question 2

Match the AI concepts with their descriptions.

Accepted Answer

Natural Language Processing → A branch of AI that enables computers to understand and process human language.; Computer Vision → A field of AI that enables computers to 'see' and interpret images.; Machine Learning → A subset of AI that uses algorithms to learn from data without being explicitly programmed.; Deep Learning → A type of machine learning that uses artificial neural networks with multiple layers.

Question 3

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

Accepted Answer

To introduce non-linearity

Answer

To normalize the input data

Answer

To reduce the number of layers

Answer

To prevent overfitting

Question 4

A convolutional neural network (CNN) is primarily used for processing sequential data like text or time series.

Accepted Answer

False

Answer

True

Question 5

Match the AI ethics concepts with their descriptions.

Accepted Answer

Fairness → Avoiding bias in AI systems to ensure equitable outcomes.; Transparency → Making AI decision-making processes understandable.; Accountability → Assigning responsibility for AI system actions and outcomes.; Privacy → Protecting sensitive data used by AI systems.

Question 6

Artificial general intelligence (AGI) currently exists and is widely deployed in various industries.

Accepted Answer

False

Answer

True

Question 7

Which of the following is a common technique to prevent overfitting in machine learning models?

Accepted Answer

Regularization

Answer

Increasing the learning rate

Answer

Adding more features

Answer

Decreasing the dataset size

Question 8

Order the following components in a typical machine learning pipeline, from start to finish.

Accepted Answer

Data Collection → Data Preprocessing → Model Training → Model Evaluation

Question 9

Order the following AI development stages chronologically, from earliest to latest.

Accepted Answer

Dartmouth Workshop (1956) → Expert Systems Era (1980s) → Statistical Machine Learning (2000s) → Deep Learning Revolution (2010s-Present)

Question 10

Generative Adversarial Networks (GANs) are primarily used for classification tasks.

Accepted Answer

False

Answer

True

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