B.TechSemester 22021-22Ai For EngineeringKMC201
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Ai For Engineering (KMC201) - AKTU Question Paper 2021-22

B.Tech · Semester 2 · Free PDF Download

This is the official AKTU Ai For Engineering Previous Year Question Paper for B.Tech Semester 2, academic session 2021-22. Published by Dr. A.P.J. Abdul Kalam Technical University (AKTU/UPTU), Lucknow. Free PDF download — no login required.

Course:B.Tech
Semester:Semester 2
Session:2021-22
University:AKTU / UPTU

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Questions Asked in 2021-22

Ai For Engineering (KMC201) — complete question paper

Section AAttempt all q u e s t i o n s i n b r i e f .
  • a
    Define Artificial Intelligence and discuss its role. 2 1
  • b
    Explain the different domains of AI. 2 1
  • c
    Define data and its importance. 2 2
  • d
    Identify the challenges faced by speech recognition system. 2 2
  • e
    How NLP can be beneficial in real life situation? 2 3
  • f
    What are the limitations of machine translation? 2 3
  • g
    Explain how deep learning is different from machine learning. 2 4
  • h
    What is the meaning of learning in artificial neural network? 2 4 i. What is the difference between speech recognition and voice recognition? 2 5 j. Define computer vision. 2 5
Section BAttempt any three o f t h e f o l l o w i n g :
  • a
    How artificial intelligence systems are different from traditional system? 10 1
  • b
    Discuss the importance of Data Vi sualization. List out various tools for Data Visualizations in detail
  • c
    Compare regression, classification and clustering with example. 10 3
  • d
    Explain the working of Convolutional Neural Network. 10 4
  • e
    Describe the working of face recognition. 10 5
Section CAttempt any one p a r t o f t h e f o l l o w i n g :
  • a
    There are few ethical concerns related to AI. Discuss them is detail. 10 1
  • b
    Explain various skills required to become an AI Engineer. 10 1
  • a
    Explain step by step working of speech recognition system. 10 2
  • b
    What are the different stages of Data Processing? 10 2
  • a
    Draw a neat and clean diagram to represent the working of Chatb ot. Differentiate between Chatbot and Virtual Assistant
  • b
    Explain Natural Language Understanding and Natural Language Generation. 10 3
  • a
    Compare biological and artificia l neural network. What is Unive rsal Approximation Theorem?
  • b
    Explain the working of Generative Adversarial Network. 10 4
  • a
    Explain the difference between Robotics and Artificial Intelligence. 10 5
  • b
    How Image Recognition and Object Identification are used in Tes la, an autonomous Car?

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.

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