B.TechSemester 62021-22Data AnalyticsKIT601
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Data Analytics (KIT601) - AKTU Question Paper 2021-22

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 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 6
Session:2021-22
University:AKTU / UPTU

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Questions Asked in 2021-22

Data Analytics (KIT601) — complete question paper

Section AAttempt all q u e s t i o n s i n b r i e f . 2*10 = 20
  • a
    Discuss the need of data analytics. 1
  • b
    Give the classification of data. 1
  • c
    Define neural network. 2
  • d
    What is multivariate analysis? 2
  • e
    Give the full form of RTAP and discuss its application. 3
  • f
    What is the role of sampling data in a stream? 3
  • g
    Discuss the use of limited pass algorithm. 4
  • h
    What is the principle behi nd hierarchical clustering technique? 4 (i) List five R functions use d in descriptive statistics. 5 (j) List the names of any 2 vi sualization tools. 5
Section BAttempt any three o f t h e f o l l o w i n g : 10*3 = 30
  • a
    Explain the process model a nd computation model for Big dat a platform
  • b
    Explain the use and advan tages of decision trees. 2
  • c
    Explain the architectur e of data stream model. 3
  • d
    Illustrate the K-means algor ithm in detail with its advantages. 4
  • e
    Differentiate between NoSQL and RDBMS databases. 5
Section CAttempt any one p a r t o f t h e f o l l o w i n g : 10*1 = 10
  • a
    Explain the various phases of data analytics life cycle. 1
  • b
    Explain modern data analytics tools in detail. 1
  • a
    Compare various types of s upport vector and kernel methods of data analysis
  • b
    Given data= {2,3,4,5,6,7;1,5,3,6,7,8}. Compute the principa l component using PCA algorithm
  • a
    Explain any one algorithm t o count number of distinct elements in a data stream
  • b
    Discuss the case study of stoc k market predictions in detail. 3
  • a
    Differentiate between CLIQUE and ProCLUS clustering. 4
  • b
    A database has 5 transacti ons. Let min_sup=60% and min_conf=80%.
    TID Items_Bought
T100 {M, O, N, K, E, Y}
T200 {D, O, N, K, E, Y}
T300 {M, A, K, E}
T400 {M, U, C, K, Y}
T500 {C, O, O, K, I, E}
i) Find all frequent itemsets using Apriori algorithm.
ii) List all the strong association rules (with support  s and confidence
  • a
    Explain the HIVE architectur e with its features in detail. 5
  • b
    Write R function to check w hether the given number is prime or not. 5

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 — KIT601

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

2x

What is the role of sampling data in a stream? 3

Appeared in: 2021-22 · 2022-23

2x

Write R function to check w hether the given number is prime or not. 5

Appeared in: 2021-22 · 2022-23

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