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InsemSep 20242019 patternBE AI&DS

Machine Learning (ML) SPPU Insem Question Paper Sep 2024

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 2024
Max. marks
30
Time
1 Hour
Semester
VII
Paper code
[6361]-188

Printed for: B.E. (AIDS) (Insem.)

Instructions to the candidates

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

Questions

  1. Q1

    1. a)

      Describe Machine Learning and differentiate it from traditional programming.

      Also asked:Sep 2023

      [6]
    2. b)

      Explain Principal Component Analysis used in Machine Learning.

      [5]
    3. c)

      Explain the relationship between Artificial Intelligence, Machine Learning and data science.

      [4]

  2. Q2

    1. a)

      Explain types of Machine Learning.

      [6]
    2. b)

      Explain Linear Discriminant Analysis (LDA) used in Machine Learning.

      [5]
    3. c)

      Differentiate Grouping and Grading models of Machine Learning.

      Also asked:Aug 2025 ·Sep 2023

      [4]

  3. Q3

    1. a)

      Explain three evaluation metrics used for regression model.

      Also asked:Aug 2025 ·Sep 2023

      [6]
    2. b)

      Explain the Random forest Regression.

      Also asked:Aug 2025 ·Sep 2023

      [5]
    3. c)

      Differentiate between Regression and Correlation.

      [4]

  4. Q4

    1. a)

      What is Regression? Explain types of Regressions.

      [6]
    2. b)

      Explain Bias-Variance Trade-off with respect to Machine Learning.

      [5]
    3. c)

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

      [4]