MCASemester 32023-24Artificial IntelligenceKCA301

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) — complete question paper · 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

a
What do you mean by AI?
b
What are the different branches of artificial intelligence?
c
Discuss searching process
d
Define conceptual dependency
e
Explain Bayesian networks
f
Describe forward chaining
g
What is Statistical learning method?
h
Describe 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

a
Describe the applications of artificial intelli gence
b
Explain Searching techniques used in games
c
Describe the use of Hidden Markov models in speech recogniti on
d
Explain learning with hidde n data – EM algorithm
e
Define pattern recognition. Wha t are the components of pattern recognition?

Section CAttempt any one part of the following: 10x1=10

a
Explain various approaches in NLP?
b
Differentiate between human int elligence and machine intelligence
a
Discuss the problem of water jug with heuristic search techniques
b
Explain Alpha-Beta pruning with example
a
What do you mean by knowledge r epresentation? Describe the t echniques of knowledge representation
b
Explain the methods of planni ng & acting in the real world
a
Write short note on the following: i) Reinforcement learning ii) Machine learnin
b
Explain discrete model, Naive Bayes Model & Continuous Model
a
Define Principle Component A nalysis (PCA). Write steps invol ved in making principle components to do a classification of given data
b
Explain Nearest Neighb or (NN) rule in detail

Question text is extracted from the official AKTU question paper PDF above. Hindi translations are omitted — every question is printed in English in the original paper. Last verified: 2026-08-23.

Repeated Questions — KCA301

Questions that appeared in more than one session, found by comparing 4 years of Artificial Intelligence papers (2021-22, 2022-23, 2023-24, 2024-25)

What are the different branches of artificial intelligence?

Appeared in: 2023-24 · 2024-25

Explain Alpha-Beta pruning with example

Appeared in: 2023-24 · 2024-25

Write short note on the following: i) Reinforcement learning ii) Machine learnin

Appeared in: 2023-24 · 2024-25

Artificial Intelligence — Other Year Papers

AKTU Artificial Intelligence PYQs from other sessions

Artificial Intelligence2022-23 Artificial Intelligence2023-24 Artificial Intelligence2024-25 Artificial Intelligence2024-25 Artificial Intelligence2025-26 Artificial Intelligence2021-22

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