Class 10th
Artificial Intelligence Question Paper
Duration: 2 Hours
Total Marks: 50
Instructions:
1. Answer all questions.
2. Write your answers in the provided answer sheet.
3. All questions carry equal marks.
Section A - Multiple Choice Questions
1. Which of the following is not a subfield of Artificial Intelligence?
a) Natural Language Processing
b) Robotics
c) Organic Chemistry
d) Machine Learning
2. What does the acronym 'AI' stand for?
a) Advanced Intelligence
b) Artificial Information
c) Artificial Intelligence
d) All Information
3. What is the primary goal of Machine Learning?
a) To mimic human intelligence exactly
b) To automate tasks without learning
c) To enable computers to learn from data
d) To replace human intelligence
4. Which of the following is an example of supervised learning?
a) Image classification
b) Predicting stock prices
c) Spam email detection
d) Recommender systems
5. What is the purpose of a neural network in deep learning?
a) To simulate the human brain
b) To perform complex mathematical calculations
c) To automate programming tasks
d) To create 3D models
Section B - Short Answer Questions
6. Define Artificial Intelligence and provide an example of its application.
7. Explain the difference between supervised and unsupervised learning in Machine Learning.
8. What is the role of algorithms in AI? Provide one example of an AI algorithm.
9. Define Natural Language Processing (NLP) and give one example of its use in everyday life.
10. Describe the concept of "training data" in the context of Machine Learning. Why is it important?
Section C - Long Answer Questions
11. Discuss the ethical considerations and potential risks associated with the use of Artificial Intelligence in society. Provide examples to support your arguments.
12. Explain the concept of "neural networks" in deep learning. How do they work, and what are their applications?
13. Compare and contrast reinforcement learning and supervised learning in Machine Learning. Provide real-world examples for each.
14. Describe the steps involved in the development of a chatbot powered by Natural Language Processing (NLP). Include the key components and challenges.
15. What is the Turing Test, and why is it significant in the field of Artificial Intelligence? Discuss its limitations.
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