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InsemSep 20242019 patternBE AI&DS

Data Modeling & Visualization (DMV) SPPU Insem Question Paper Sep 2024

All 4 questions from this SPPU insem paper, as printed. Read them here or open the PDF.

Open the PDFMost repeated DMV questions
Subject code
417522
Pattern
2019 pattern
Exam
Insem
Session
Sep 2024
Max. marks
30
Time
1 Hour
Semester
VII
Paper code
[6361]-189

Printed for: B.E. (Artificial Intelligence and Data Science) (Insem.)

Instructions to the candidates

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

Questions

  1. Q1

    1. a)

      Explain Covariance and Central Limit Theorem.

      Also asked:Aug 2025

      [5]
    2. b)

      Differentiate between Discrete and Continuous random variables with the help of an example.

      Also asked:Sep 2023

      [5]
    3. c)

      Define Independent Variable and explain types of Independent Variables with Example.

      [5]

  2. Q2

    1. a)

      Explain Data Modelling Concepts with Example.

      [5]
    2. b)

      Explain Chebyshev inequality with the help of an example.

      [5]
    3. c)

      Define Descriptive Statistics and Graphical Statistics. Explain different Estimation Methods.

      Also asked:Sep 2023

      [5]

  3. Q3

    1. a)

      Explain Stochastic Processes with the help of an Example.

      [5]
    2. b)

      Calculate Pi Using Monte Carlo method.

      Also asked:Sep 2023

      [5]
    3. c)

      Discuss type 1 and type 2 errors with an example.

      [5]

  4. Q4

    1. a)

      Explain the steps of Hypothesis Testing.

      Also asked:Sep 2023

      [5]
    2. b)

      Differentiate between T-Test , Z-Test and F-Test.

      [5]
    3. c)

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

      [5]