B.TechSemester 62022-23Data AnalyticsKIT-601
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Data Analytics (KIT-601) - AKTU Question Paper 2022-23

B.Tech · Semester 6 · Free PDF Download

This is the official AKTU Data Analytics Previous Year Question Paper for B.Tech Semester 6, academic session 2022-23. Published by Dr. A.P.J. Abdul Kalam Technical University (AKTU/UPTU), Lucknow. Free PDF download — no login required.

Course:B.Tech
Semester:Semester 6
Session:2022-23
University:AKTU / UPTU

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Questions Asked in 2022-23

Data Analytics (KIT-601) — extracted question text

Section AAttempt all questions in brief. 2 x 10 = 20
  • a
    What are the main characteristics of Big Data?
  • b
    Generalize the role of analytical tools in B ig data?
  • c
    What are the purposes of regression analysis?
  • d
    What do you mean by fuzzy qualitative model?
  • e
    Define association rule
  • f
    State the benefits of analytic sandbox
  • g
    What do you mean by data stream management system?
  • h
    What do you mean by response modeling? (i) What are the benefits of visual data exploration? (j) Mention some main goals of Hadoop
Section BAttempt any three of the following: 10x3=30
  • a
    Compare and contrast analysis and reporting in data analytics with suitable example
  • b
    What is a neural network? How can it be used in analytics?
  • c
    Explain Apriori association rule mining algorithm
  • d
    List the advantages and disadvantages of K-Means clustering
  • e
    What is HDFS? How does it handle Big Data?
Section CAttempt any one part of the following: 10x1=10
  • b
    What is the difference between regression modelling and Bayesian modeling ? Explain in brief
  • b
    What are the parameters used to characterize any fuzzy membership function?
  • a
    Discriminate the concept of sampling data in a stream
  • b
    Illustrate various Real Time Analytics Platform s (RTAP s) with examples
  • a
    Explain the working of CLIQUE algorithm in brief
  • b
    Identify the major issues in data stream query processing
  • a
    Illustrate and explain the concept of Map Reduce framework in brief
  • b
    Write R function to check whether the given number is prime or not?

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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