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InsemAug 20252019 patternBE Comp

Machine Learning (ML) SPPU Insem Question Paper Aug 2025

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

Open the PDFMost repeated ML questions
Subject code
410242
Pattern
2019 pattern
Exam
Insem
Session
Aug 2025
Max. marks
30
Time
1 Hour
Semester
VII
Paper code
[6580]-546

Printed for: B.E. (Computer Engineering) (Insem)

Instructions to the candidates

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

Questions

  1. Q1

    1. a)

      Explain models of Machine learning in detail.

      Also asked:Sep 2024 ·Sep 2023 ·Oct 2022

      [5]
    2. b)

      Write short note on : i) Learn ability ii) Statistical Learning approach

      [5]
    3. c)

      What is Machine Learning? Compare the Supervised Learning with Unsupervised Learning.

      Also asked:Oct 2022

      [5]

  2. Q2

    1. a)

      Explain applications of Machine Learning in the real world.

      [5]
    2. b)

      Explain Geometric Model and Probabilistic Model with suitable examples.

      Also asked:Sep 2023

      [5]
    3. c)

      Explain the data formats used in ML when data is multidimensional.

      [5]

  3. Q3

    1. a)

      Explain Principal Component Analysis (PCA) and it's Algorithm in detail.

      [5]
    2. b)

      Explain the methods for feature selection.

      Also asked:Oct 2022

      [5]
    3. c)

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

      [5]

  4. Q4

    1. a)

      Explain feature extraction technique with suitable example.

      [5]
    2. b)

      With reference to feature engineering, Explain the term data scaling and normalization task.

      [5]
    3. c)

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

      [5]