1. What is the primary goal of Artificial Intelligence?
a) To solve complex mathematical problems
b) To create machines that can mimic human intelligence
c) To develop faster computers
d) To create an alternative to human labor
2. Which of the following is NOT a type of AI?
a) Narrow AI
b) General AI
c) Super AI
d) Limited AI
3. Who is considered the "Father of Artificial Intelligence"?
a) Alan Turing
b) John McCarthy
c) Marvin Minsky
d) Arthur Samuel
4. Which of the following is an application of AI?
a) Self-driving cars
b) Virtual assistants (like Siri, Alexa)
c) Spam email filtering
d) All of the above
5. What is Machine Learning in AI?
a) Programming robots to perform tasks
b) Teaching computers to learn from data without explicit programming
c) A type of software used in AI
d) A hardware component in AI systems
6. Which of the following is an example of Weak AI?
a) IBM Watson
b) A robot with human-like emotions
c) A self-aware AI system
d) AI surpassing human intelligence
7. Which algorithm is commonly used in AI for decision-making?
a) Binary Search
b) Breadth-First Search (BFS)
c) Dijkstra’s Algorithm
d) Quick Sort
8. What is Natural Language Processing (NLP)?
a) Teaching AI to understand human language
b) Creating computer programming languages
c) Processing mathematical equations
d) Teaching computers to recognize images
9. What is Deep Learning?
a) A method of AI that mimics the human brain using neural networks
b) A simple form of AI based on rule-based systems
c) A technique used only for image processing
d) A hardware device for AI
10. Which of the following is a popular Deep Learning framework?
a) TensorFlow
b) NumPy
c) Pandas
d) Matplotlib
11. Which AI technique is used in self-driving cars for object recognition?
a) NLP
b) Reinforcement Learning
c) Computer Vision
d) Expert Systems
12. What does "Turing Test" evaluate?
a) The speed of an AI system
b) The intelligence of a machine compared to a human
c) The storage capacity of a computer
d) The efficiency of an algorithm
13. Which of these is an AI-based search algorithm?
a) Breadth-First Search
b) Depth-First Search
c) A* Algorithm
d) All of the above
14. Which AI field focuses on decision-making under uncertainty?
a) Expert Systems
b) Bayesian Networks
c) Genetic Algorithms
d) Fuzzy Logic
15. Which of the following AI approaches mimics biological evolution?
a) Genetic Algorithms
b) Neural Networks
c) Reinforcement Learning
d) Heuristic Search
16. What is the main component of Expert Systems?
a) Knowledge Base
b) Sensors
c) Physical Robots
d) Databases
17. What does Reinforcement Learning focus on?
a) Supervised learning of labeled data
b) Reward-based learning through trial and error
c) Analyzing images using deep learning
d) Extracting meaning from natural language
18. What does "overfitting" mean in Machine Learning?
a) A model performing well on training data but poorly on new data
b) A model with too little data
c) A model that never improves over time
d) A model that can solve only a specific problem
19. What is a neural network composed of?
a) Sensors, processors, and memory
b) Nodes (neurons) and weighted connections
c) A simple rule-based system
d) A central processing unit (CPU)
20. Which AI technique is inspired by the way biological brains work?
a) Fuzzy Logic
b) Neural Networks
c) Decision Trees
d) Rule-Based Systems
21. What is a common challenge in AI development?
a) Lack of computational power
b) Data privacy concerns
c) Ethical implications
d) All of the above
22.Which AI subfield deals with generating new content like text and images?
a) Machine Learning
b) Generative AI
c) Reinforcement Learning
d) Expert Systems
23.What is an AI chatbot?
a) A robot that builds machines
b) A virtual assistant that converses with humans
c) A type of deep learning model
d) A software used to play games
24. What is a primary benefit of AI in healthcare?
a) Replacing doctors entirely
b) Faster diagnosis and treatment recommendations
c) Eliminating the need for medical tests
d) Increasing hospital staff workload
25. Which of the following statements about AI is FALSE?
a) AI can learn from data and improve over time
b) AI will always replace human jobs
c) AI is used in various industries, including finance and healthcare
d) AI requires large amounts of data to train models
b) The intelligence of a machine compared to a human
c) The storage capacity of a computer
d) The efficiency of an algorithm
13. Which of these is an AI-based search algorithm?
a) Breadth-First Search
b) Depth-First Search
c) A* Algorithm
d) All of the above
14. Which AI field focuses on decision-making under uncertainty?
a) Expert Systems
b) Bayesian Networks
c) Genetic Algorithms
d) Fuzzy Logic
15. Which of the following AI approaches mimics biological evolution?
a) Genetic Algorithms
b) Neural Networks
c) Reinforcement Learning
d) Heuristic Search
16. What is the main component of Expert Systems?
a) Knowledge Base
b) Sensors
c) Physical Robots
d) Databases
17. What does Reinforcement Learning focus on?
a) Supervised learning of labeled data
b) Reward-based learning through trial and error
c) Analyzing images using deep learning
d) Extracting meaning from natural language
18. What does "overfitting" mean in Machine Learning?
a) A model performing well on training data but poorly on new data
b) A model with too little data
c) A model that never improves over time
d) A model that can solve only a specific problem
19. What is a neural network composed of?
a) Sensors, processors, and memory
b) Nodes (neurons) and weighted connections
c) A simple rule-based system
d) A central processing unit (CPU)
20. Which AI technique is inspired by the way biological brains work?
a) Fuzzy Logic
b) Neural Networks
c) Decision Trees
d) Rule-Based Systems
21. What is a common challenge in AI development?
a) Lack of computational power
b) Data privacy concerns
c) Ethical implications
d) All of the above
22.Which AI subfield deals with generating new content like text and images?
a) Machine Learning
b) Generative AI
c) Reinforcement Learning
d) Expert Systems
23.What is an AI chatbot?
a) A robot that builds machines
b) A virtual assistant that converses with humans
c) A type of deep learning model
d) A software used to play games
24. What is a primary benefit of AI in healthcare?
a) Replacing doctors entirely
b) Faster diagnosis and treatment recommendations
c) Eliminating the need for medical tests
d) Increasing hospital staff workload
25. Which of the following statements about AI is FALSE?
a) AI can learn from data and improve over time
b) AI will always replace human jobs
c) AI is used in various industries, including finance and healthcare
d) AI requires large amounts of data to train models
Answers:
- b) To create machines that can mimic human intelligence
- d) Limited AI
- b) John McCarthy
- d) All of the above
- b) Teaching computers to learn from data without explicit programming
- a) IBM Watson
- b) Breadth-First Search (BFS)
- a) Teaching AI to understand human language
- a) A method of AI that mimics the human brain using neural networks
- a) TensorFlow
- c) Computer Vision
- b) The intelligence of a machine compared to a human
- d) All of the above
- b) Bayesian Networks
- a) Genetic Algorithms
- a) Knowledge Base
- b) Reward-based learning through trial and error
- a) A model performing well on training data but poorly on new data
- b) Nodes (neurons) and weighted connections
- b) Neural Networks
- d) All of the above
- b) Generative AI
- b) A virtual assistant that converses with humans
- b) Faster diagnosis and treatment recommendations
- b) AI will always replace human jobs
