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InsemAug 20252019 patternBE Comp

Machine Learning for Internet of Things SPPU Insem Question Paper Aug 2025

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

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Subject code
410601
Pattern
2019 pattern
Exam
Insem
Session
Aug 2025
Max. marks
30
Time
1 Hour
Semester
VII
Paper code
[6580]-736

Printed for: B.E. (Computer Engineering) (Honours in Internet of Things)

Instructions to the candidates

  1. Answers Q1 or Q2, Q3 or Q4.
  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 types of Machine learning techniques.

      Also asked:Oct 2022

      [8]
    2. b)

      Explain in detail Statistical Learning Methods.

      [7]

  2. Q2

    1. a)

      Elaborate in detail role of Deep Learning used for Machine Learning.

      [8]
    2. b)

      What is role of Cleaning and Standardizing IoT Data? Explain in detail.

      [7]

  3. Q3

    1. a)

      How data exploration is important in Machine learning? Elaborate techniques used in data exploration.

      [8]
    2. b)

      Why Cleaning and Standardizing IoT Data needed? Explain in detail.

      [7]

  4. Q4

    1. a)

      How Machine learning is used for Internet of Things data analysis? Explain in detail.

      Also asked:Sep 2023 ·Oct 2022

      [8]
    2. b)

      Explain in detail Data Preparation for Predictive Maintenance Modeling. 

      [7]