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InsemSep 20232019 patternBE AI&DS

Machine Learning (ML) SPPU Insem Question Paper Sep 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
417521
Pattern
2019 pattern
Exam
Insem
Session
Sep 2023
Max. marks
30
Time
1 Hour
Semester
VII
Paper code
[6188]-290

Printed for: B.E. (A. I. D. S.) (Insem.)

Instructions to the candidates

  1. Answers Q.1 or Q.2, Q.3 or Q.4.
  2. Make suitable diagram wherever necessary.
  3. Figure to the right indicate full marks.
  4. Assume suitable data if necessary.

Questions

  1. Q1

    1. a)

      Compare Machine Learning with Traditional. programming.

      Also asked:Sep 2024

      [5]
    2. b)

      What is Dimensionality Reduction, Explain any one Dimensionality Reduction technique.

      [6]
    3. c)

      Write a note on Reinforcement Learning.

      [4]

  2. Q2

    1. a)

      Explain parametric & nonparametric models in machine learning.

      [5]
    2. b)

      Differentiate supervised and unsupervised learning techniques.

      Also asked:Aug 2025 ·Nov 2024

      [5]
    3. c)

      Elaborate grouping and grading models.

      Also asked:Aug 2025 ·Sep 2024

      [5]

  3. Q3

    1. a)

      Elaborate random forest regression.

      Also asked:Aug 2025 ·Sep 2024

      [5]
    2. b)

      Differentiate multivariate regression and univariate regression.

      Also asked:Aug 2025

      [4]
    3. c)

      Define Regression. Explain types of regression.

      [6]

  4. Q4

    1. a)

      What is underfitting and overfitting in machine Learning explain the techniques to reduce overfitting?

      [5]
    2. b)

      Explain any two Evaluation Metrics for regression.

      Also asked:Aug 2025 ·Sep 2024

      [5]
    3. c)

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

      [5]