Q.1
14 Marks(b)
Explain types of AI Techniques.
(c)
Enlist & Discuss any two the major task environments of AI.
Gujarat Technological UniversityWinter 2025 examination
GTU BE02000041 Fundamental of AI Winter 2025 Question Paper & PDF
B.E. · Common Engineering · Semesters 1 and 2 · Subject code BE02000041
- Total
- 70 marks
- To pass
- 23 marks (33%)
- Duration
- 2.5 Hours 2:30 PM – 5:00 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 MarksOR
(c)
What is NLP? Explain working of NLP.
Q.3
14 Marks(a)
What is best fit line in linear regression.
(b)
Explain Reinforcement learning.
(c)
Compare Supervised, Unsupervised & Reinforcement learning.
OR
(a)
Compare Classification and Clustering.
(b)
Explain Supervised Learning with its types of learning algorithm.
(c)
Explain SVM in detail.
Q.4
14 Marks(a)
Write note on Deep learning.
(c)
What are the types of Neural Network? Explain any two of it.
OR
(a)
Differentiate Deep Learning and Machine learning.
Also asked in Summer 2026 Q4c OR, Summer 2025 Q5b OR
(b)
Describe briefly the application of Neural Networks.
(c)
Explain Artificial Neural Network in brief with suitable diagram.
Also asked in Summer 2026 Q5b OR, Summer 2025 Q5a
Q.5
14 Marks(b)
Write a Short Note on ChatGTP.
(c)
Define agent. Enlist the type of agent & explain any two of them.
OR
(a)
Briefly explain Rationality with its types.
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About this paper
Official Gujarat Technological University (GTU) examination paper for Fundamental of AI (Winter 2025, 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.