Q.1
14 Marks(a)
What is Artificial Intelligence?
(c)
Discuss the history and evolution of Artificial Intelligence.
Also asked in Winter 2025 Q1a, Summer 2025 Q1a
Gujarat Technological UniversitySummer 2026 examination
GTU BE02000041 Fundamental of AI Summer 2026 Question Paper & PDF
B.E. · Common Engineering · Semester 2 · Subject code BE02000041GTU also lists this paper as BE02R00041
- Total
- 70 marks
- To pass
- 23 marks (33%)
- Duration
- 2.5 Hours 10:30 AM – 1:00 PM
- Questions
- 5 with internal choice
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10 of 25 questions on this paper were also asked in other years. Each is marked below with the years it appeared.See all 12 repeated BE02000041 questions, most asked first
Q.2
14 Marks(a)
What is knowledge representation in Artificial Intelligence?
(b)
What is Natural Language Processing (NLP)? Mention any two applications.
(c)
Compare Artificial Narrow Intelligence (ANI), Artificial General Intelligence (AGI), and Artificial Super Intelligence (ASI) with suitable examples.
Also asked in Summer 2025 Q2b
OR
(c)
Explain the concepts of production systems, agents, and environments in AI with the help of suitable examples.
Q.3
14 Marks(a)
What is an expert system? Give one real-life example.
(b)
Explain concept of Rationality.
(c)
Explain in detail how expert systems are designed. Discuss their advantages and limitations with examples.
OR
(b)
Explain the importance of knowledge representation in AI.
(c)
Explain the concept and working of Deep Learning with suitable examples.
Q.4
14 Marks(a)
Discuss nature of environments in AI.
(b)
What is the difference between supervised and unsupervised learning?
Also asked in Summer 2025 Q3a OR
(c)
Discuss the different types of Deep Learning models such as CNN, RNN, and GAN, and mention where they are used.
OR
(b)
Describe the basic idea behind linear regression.
(c)
Explain the difference between Machine Learning and Deep Learning.
Also asked in Winter 2025 Q4a OR, Summer 2025 Q5b OR
Q.5
14 Marks(b)
What is the main purpose of using Support Vector Machines (SVM) in machine learning?
(c)
Discuss the different forms of learning in Machine Learning and discuss any one training algorithm used in each type.
OR
(a)
Give one real-life example of reinforcement learning.
(b)
Describe the basic structure of a Neural Network.
Also asked in Winter 2025 Q4c OR, Summer 2025 Q5a
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About this paper
Official Gujarat Technological University (GTU) examination paper for Fundamental of AI (Summer 2026, B.E. · Common Engineering, Sem 2). Features complete 70-mark regular & remedial examination pattern, official marking distribution across all 5 questions, and direct 1-click official PDF download.
Transcribed for student exam preparation from Gujarat Technological University official examination archives. Questions, syllabus guidelines, and curriculum marking schemes remain the intellectual property of Gujarat Technological University.