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EndsemMay 20252019 patternBE Comp

Business Intelligence SPPU Endsem Question Paper May 2025

All 8 questions from this SPPU endsem paper, as printed. Read them here or open the PDF.

Open the PDFMost repeated Business Intelligence questions
Subject code
410253 C
Pattern
2019 pattern
Exam
Endsem
Session
May 2025
Max. marks
70
Time
2½ Hours
Semester
VIII
Paper code
[6404]-102

Printed for: B.E.(Computer Engg.)

Instructions to the candidates

  1. Answer Q.1 or Q.2, Q.3 or Q.4, Q.5 or Q.6, Q.7 or Q.8.
  2. Neat diagrams must be drawn wherever necessary.
  3. Figures to the right indicate full marks.
  4. Assume suitable data, if necessary.

Questions

  1. Q1

    1. a)

      Explain in detail business intelligence architectures with suitable diagram.

      Also asked:Mar 2024 ·Feb 2023

      [6]
    2. b)

      Explain the role of mathematical models in BI.

      Also asked:Mar 2024 ·Feb 2023

      [6]
    3. c)

      What is data, information and knowledge explain with suitable examples.

      Also asked:Feb 2023

      [5]

  2. Q2

    1. a)

      Explain different types of report in detail.

      Also asked:Nov 2025 ·Nov 2023 ·May 2023

      [6]
    2. b)

      Explain Decision Support System in detail.

      Also asked:Mar 2025 ·Mar 2024

      [6]
    3. c)

      Write short note on Ethics and business intelligence.

      Also asked:Mar 2024 ·Feb 2023

      [5]

  3. Q3

    1. a)

      Explain data reduction in detail with example.

      [7]
    2. b)

      Difference between Univariate, Bivariate, Multivariate analysis.

      Also asked:May 2023

      [5]
    3. c)

      Write a short note on data discretization.

      [5]

  4. Q4

    1. a)

      Explain data exploration in detail with example.

      [7]
    2. b)

      Explain Data transformation in detail with example.

      [5]
    3. c)

      Write short note on Data Validation.

      [5]

  5. Q5

    1. a)

      Explain Association rule and its types.

      [5]
    2. b)

      Write a short note on Classification. 2

      [5]
    3. c)

      This part has equations that don’t show as text. Open the PDF to read it.

      [8]

  6. Q6

    1. a)

      Explain Bayes theorem in detail.

      [5]
    2. b)

      Difference between Classification and Clustering.

      Also asked:Nov 2023

      [5]
    3. c)

      Explain Logistic regression in detail with example.

      [8]

  7. Q7

    1. a)

      Explain applications of BI in telecommunication and banking.

      Also asked:May 2023

      [6]
    2. b)

      Explain BI application in Logistics and Production.

      Also asked:May 2024 ·May 2023

      [6]
    3. c)

      Explain Role of BI in Finance and marketing.

      Also asked:Nov 2025

      [6]

  8. Q8

    1. a)

      Explain BI application in CRM.

      Also asked:Nov 2025 ·Nov 2023 ·May 2023

      [6]
    2. b)

      Explain Roles of Analytical tools in BI.

      Also asked:May 2023

      [6]
    3. c)

      This part has equations that don’t show as text. Open the PDF to read it.

      [6]