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EndsemNov 20242019 patternBE AI&DS

Data Modeling & Visualization (DMV) SPPU Endsem Question Paper Nov 2024

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

Open the PDFMost repeated DMV questions
Subject code
417522
Pattern
2019 pattern
Exam
Endsem
Session
Nov 2024
Max. marks
70
Time
2½ Hours
Semester
VII
Paper code
[6354]-782

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

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 side indicate full marks.
  4. Assume suitable data, if necessary.

Questions

  1. Q1

    1. a)

      Explain in detail design choices in data visualization.

      [8]
    2. b)

      Explain data handling for data visualization.

      Also asked:Nov 2023

      [9]

  2. Q2

    1. a)

      Write a short note on Role of Computational Statistics in data visualization.

      Also asked:Nov 2025

      [8]
    2. b)

      Explain the different types of Data visualization.

      Also asked:Nov 2025 ·Nov 2023

      [9]

  3. Q3

    1. a)

      Explain the Force-directed Techniques and Multidimensional Scaling in detail.

      Also asked:Nov 2023

      [9]
    2. b)

      Explain importance of reshaping and pivoting in data visualization.

      [8]

  4. Q4

    1. a)

      Write a short note on Pulling Under Constraints Model.

      [8]
    2. b)

      Explain the process of data wrangling in detail. 2

      [9]

  5. Q5

    1. a)

      Explain Data aggregation with suitable example.

      [9]
    2. b)

      Explain in detail cross tabulation 67 Time Series.

      [9]

  6. Q6

    1. a)

      Explain Group by Mechanics techniques in data modeling and visualization.

      Also asked:Nov 2023

      [9]
    2. b)

      Write a short note on. i) Pivot Tables ii) Periods and Periods Arithmetic

      [9]

  7. Q7

    1. a)

      Explain PET Images and its applications in data modeling and visualization.

      Also asked:Nov 2025 ·Nov 2023

      [9]
    2. b)

      Explain the various data reconstruction techniques used to assist data modeling and visualization.

      [9]

  8. Q8

    1. a)

      Write a short note on :- i) Ultrasound Images ii) Magnetic Resonance Images

      Also asked:Nov 2025 ·Nov 2023

      [9]
    2. b)

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

      [9]