Artificial Intelligence (KCA301) - AKTU Question Paper 2023-24
MCA · Semester 3 · Free PDF Download
This is the official AKTU Artificial Intelligence Previous Year Question Paper for MCA Semester 3, academic session 2023-24. Published by Dr. A.P.J. Abdul Kalam Technical University (AKTU/UPTU), Lucknow. Free PDF download — no login required.
Course:MCA
Semester:Semester 3
Session:2023-24
University:AKTU / UPTU
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Questions Asked in 2023-24
Artificial Intelligence (KCA301) — extracted question text · 100 marks · 3 Hours
Section AAttempt all q u e s t i o n s i n b r i e f . 2 x 10 = 20
- aWhat do you mean by AI?
- bWhat are the different branches of artificial intelligence?
- cDiscuss searching process
- dDefine conceptual dependency
- eExplain Bayesian networks
- fDescribe forward chaining
- gWhat is Statistical learning method?
- hDescribe decision tree with diagram? i. What is Statistical PR? j. Explain K-means clustering
Section BAttempt any three o f t h e f o l l o w i n g : 10x3=30
- aDescribe the applications of artificial intelli gence
- bExplain Searching techniques used in games
- cDescribe the use of Hidden Markov models in speech recogniti on
- dExplain learning with hidde n data – EM algorithm
- eDefine pattern recognition. Wha t are the components of pattern recognition?
Section CAttempt any one part of the following: 10x1=10
- aExplain various approaches in NLP?
- bDifferentiate between human int elligence and machine intelligence
- aDiscuss the problem of water jug with heuristic search techniques
- bExplain Alpha-Beta pruning with example
- aWhat do you mean by knowledge r epresentation? Describe the t echniques of knowledge representation
- bExplain the methods of planni ng & acting in the real world
- aWrite short note on the following: i) Reinforcement learning ii) Machine learnin
- bExplain discrete model, Naive Bayes Model & Continuous Model
- aDefine Principle Component A nalysis (PCA). Write steps invol ved in making principle components to do a classification of given data
- bExplain Nearest Neighb or (NN) rule in detail
Question text is extracted from the official AKTU question paper PDF above. Check the original PDF for equations, diagrams and complete wording. Extracted: 2026-08-23.
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