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InsemOct 20232019 patternTE AI&DS

Machine Learning (ML) SPPU Insem Question Paper Oct 2023

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
Oct 2023
Max. marks
30
Time
1 Hour
Semester
VII
Paper code
[6188]-142

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

Instructions to the candidates

  1. Answer Q.1 or Q.2, Q.3 or Q.4.
  2. Figures to the right side indicate full marks.
  3. Draw neat diagrams wherever necessary.
  4. Assume suitable data if necessary.

Questions

  1. Q1

    1. a)

      Compare Machine Learning with traditional programming. Discuss types of Machine Learning with suitable examples.

      [5]
    2. b)

      What are various Statistical Learning Approaches?

      [5]
    3. c)

      Explain different dataformats used in Machine Learning.

      Also asked:Aug 2025 ·Oct 2024

      [5]

  2. Q2

    1. a)

      What is Machine Learning? Explain applications of Machine Learning in data science.

      [5]
    2. b)

      Explain Geometric Model and Probabilistic Model with suitable examples.

      Also asked:Aug 2025

      [5]
    3. c)

      How machine learning model works? Explain various steps involved.

      [5]

  3. Q3

    1. a)

      What is feature selection? Explain filtering technique.

      [5]
    2. b)

      Explain kernel PCA in detail.

      [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 Min-Max scaling with suitable example.

      [5]
    2. b)

      What is Matrix factorization? Explain content based filtering with an example.

      [5]
    3. c)

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

      [5]