B.TechSemester 62022-23Data AnalyticsKIT-601
View PDFDownload

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

Rate this paper

Questions Asked in 2022-23

Data Analytics (KIT-601) — complete question paper

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. Hindi translations are omitted — every question is printed in English in the original paper. Last verified: 2026-08-23.

Repeated Questions — KIT-601

Questions that appeared in more than one session, found by comparing 2 years of Data Analytics papers (2021-22, 2022-23)

2x

Discriminate the concept of sampling data in a stream

Appeared in: 2021-22 · 2022-23

2x

Write R function to check whether the given number is prime or not?

Appeared in: 2021-22 · 2022-23

Data Analytics — Other Year Papers

AKTU Data Analytics PYQs from other sessions

Data Analytics2022-23Data Analytics2023-24Data Analytics2024-25Data Analytics2025-26Data Analytics2021-22Data Analytics2024-25

More B.Tech Semester 6 (2022-23) Papers

Other subjects from same semester and session

Digital Communication2022-23Image Analytics2022-23Power System Ii2022-23Design Of Concrete Structures2022-23Analog Signal Processing2022-23Web Technology2022-23Microcontrollers Embedded System2022-23Foundation Design2022-23
View all B.Tech Semester 6 2022-23 papers →

Syllabus & More PYQs

Paper solve karne se pehle unit-wise syllabus dekh lo

AKTU 3rd Year PYQs — All Branches