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) — extracted question text

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. Check the original PDF for equations, diagrams and complete wording. Extracted: 2026-08-23.

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