Artificial Intelligence and Machine Learning MCQs

1. What is Artificial Intelligence (AI)?
(A) The study of algorithms that improve automatically through experience
(B) The simulation of human intelligence in machines
(C) The process of writing complex codes
(D) The development of computer hardware

2. Which of the following is a type of Machine Learning?
(A) Supervised Learning
(B) Unsupervised Learning
(C) Reinforcement Learning
(D) All of the above

3. Who is considered the father of Artificial Intelligence?
(A) Alan Turing
(B) John McCarthy
(C) Geoffrey Hinton
(D) Andrew Ng

4. Which of the following is an example of supervised learning?
(A) K-Means Clustering
(B) Decision Trees
(C) Genetic Algorithms
(D) Self-Organizing Maps

5. What is the primary purpose of a neural network in AI?
(A) To perform arithmetic calculations
(B) To simulate human brain functionality
(C) To store large amounts of data
(D) To compile programming languages

6. Which AI technique enables a system to learn from past experiences and improve performance over time?
(A) Deep Learning
(B) Machine Learning
(C) Data Mining
(D) Natural Language Processing

7. What is Deep Learning primarily based on?
(A) Decision Trees
(B) Neural Networks
(C) Genetic Algorithms
(D) Fuzzy Logic

8. Which of the following is an application of AI?
(A) Voice Assistants (e.g., Siri, Alexa)
(B) Self-Driving Cars
(C) Facial Recognition Systems
(D) All of the above

9. What is Reinforcement Learning used for?
(A) Analyzing historical data patterns
(B) Training models through rewards and penalties
(C) Labeling large datasets
(D) Clustering unlabeled data

10. Which programming language is widely used for AI and Machine Learning?
(A) Java
(B) Python
(C) C++
(D) HTML