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InsemOct 20242019 patternTE AI&DS

Machine Learning (ML) SPPU Insem Question Paper Oct 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
410242
Pattern
2019 pattern
Exam
Insem
Session
Oct 2024
Max. marks
30
Time
1 Hour
Semester
VII
Paper code
[6361]-42

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 indicates full marks.
  3. Draw neat diagram wherever necessary.
  4. Assume suitable data, if necessary.

Questions

  1. Q1

    1. a)

      Describe in detail different Machine Learning models used.

      Also asked:Aug 2025 ·Oct 2023

      [5]
    2. b)

      What are the main differences between supervised learning and reinforcement learning?

      [5]
    3. c)

      Explain geometric models and its types.

      [5]

  2. Q2

    1. a)

      Compare Artificial intelligence and Machine learning.

      [5]
    2. b)

      Describe the various steps involved in developing a machine learning application.

      [5]
    3. c)

      Describe grouping and grading models.

      [5]

  3. Q3

    1. a)

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

      [8]
    2. b)

      Why do you need categorical variable encoding? With an example, explain one-hot encoding.

      [7]

  4. Q4

    1. a)

      Which statistical methods are used to describe the nature of data?

      [5]
    2. b)

      What are the feature of multidimensional scaling?

      [5]
    3. c)

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

      [5]