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InsemMar 20242019 patternBE AI&DS

Big Data Analytics (BDA) SPPU Insem Question Paper Mar 2024

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

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Subject code
417532(B)
Pattern
2019 pattern
Exam
Insem
Session
Mar 2024
Max. marks
30
Time
1 Hour
Semester
VIII
Paper code
[6270]-196

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

Instructions to the candidates

  1. Answer Q1 or Q2, Q3 or Q4.
  2. Figures to the right indicate full marks.
  3. Neat diagrams must be drawn wherever necessary.
  4. Assume suitable data if necessary.

Questions

  1. Q1

    1. a)

      Differentiate between Big Data and Business, Intelligence.

      [5]
    2. b)

      Explain the concept of Big Data Ecosystem and its components.

      [5]
    3. c)

      Write concept of Predictive Analytics and Hadoop.

      [5]

  2. Q2

    1. a)

      Explain the types of Big Data Analytics with suitable example

      [5]
    2. b)

      Discuss the characteristics and challenges with Big Data.

      [5]
    3. c)

      Describe big data Ecosystem and looker with suitable example.

      [5]

  3. Q3

    1. a)

      Explain Liner Regression with suitable example.

      [5]
    2. b)

      Describe the Apriori algorithm and its significance in association rule mining.

      [5]
    3. c)

      Explain Logistics Regression and its use in real world scenario.

      [5]

  4. Q4

    1. a)

      Explain K means clustering algorithm with suitable example.

      [5]
    2. b)

      Explain the concept of association rule mining in the context of transaction data from a grocery store.

      [5]
    3. c)

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

      [5]