B.TechSemester 52022-23Data AnalyticsKCS051
View PDFDownload

Data Analytics (KCS051) - AKTU Question Paper 2022-23

B.Tech · Semester 5 · Free PDF Download

This is the official AKTU Data Analytics Previous Year Question Paper for B.Tech Semester 5, 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 5
Session:2022-23
University:AKTU / UPTU

Rate this paper

Questions Asked in 2022-23

Data Analytics (KCS051) — complete question paper

Section AAttempt all questions in brief. 2 x 10 = 20
  • a
    What are the common open source tools for the model building phase?
  • b
    What is decision tree?
  • c
    What is learning rate?
  • d
    What is rule induction?
  • e
    How can you deal with uncertainty?
  • g
    Write names of two visualization tools
  • h
    Explain the principle behind Hierarchical clustering technique. (i) Differentiate between Pig and SQL. (j) Write a short note on R graphical user interface
Section BAttempt any three of the following: 10x3 = 30
  • a
    Compare and contrast traditional analytics structure to modern analytics architecture
  • b
    Explain multivariate analysis and Bayesian network
  • c
    Explain Datar-Gionis-Indyk-Motwan i (DGIM) algorithm for countin g oneness in a window
  • d
    Why PCY algorithm is preferred over Apriori algorithm?
  • e
    How RDBS is different from NoSQL?
Section CAttempt any one part of the following: 10x1 = 10
  • a
    Explain Apache Hadoop , KNIME & Open refine in detail
  • b
    Explain various phases of Data Analytics Life Cycle
  • a
    Differentiate between Crisp logic and Fuzzy logic
  • b
    What are the different kernel methods of Data Analytics?
  • a
    Explain Bernoulli sampling with its algorithm
  • b
    What are the different components of a general stream processin g model? List few sources of streaming data
  • a
    What is Prediction error ? With the help of suitable example e xplain prediction error in classification and regression
  • b
    Explain SON algorithm to find al l or most frequent item sets u sing at most two passes
  • a
    Draw and discuss the archit ecture of Hive in detail
  • b
    What are the approaches to integrate the human in data explora tion process to realize different types of approaches to visual data mining?

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 — KCS051

Questions that appeared in more than one session, found by comparing 3 years of Data Analytics papers (2021-22, 2022-23, 2023-24)

2x

Compare and contrast traditional analytics structure to modern analytics architecture

Appeared in: 2021-22 · 2022-23

2x

What are the different components of a general stream processin g model? List few sources of streaming data

Appeared in: 2021-22 · 2022-23

Data Analytics — Other Year Papers

AKTU Data Analytics PYQs from other sessions

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

More B.Tech Semester 5 (2022-23) Papers

Other subjects from same semester and session

Electronics Switching2022-23Computer Integrated Manufacturing2022-23Modern Construction Materials2022-23Object Oriented System Design With C++2022-23Digital Signal Processing2022-23Finite Element Methods2022-23Advance Digital Design Using Verilog2022-23Business Intelligence And Analytic2022-23
View all B.Tech Semester 5 2022-23 papers →

Syllabus & More PYQs

Paper solve karne se pehle unit-wise syllabus dekh lo

📘 Statistical Computing — Unit-wise SyllabusBCS051AKTU 3rd Year SyllabusAKTU 3rd Year PYQs — All BranchesCSE 3rd Year SyllabusIT 3rd Year SyllabusELECTRICAL COMPUTER ENGG 3rd Year Syllabus