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InsemSep 20232019 patternBE E&TC

Deep Learning (DL) SPPU Insem Question Paper Sep 2023

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

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Subject code
404185C
Pattern
2019 pattern
Exam
Insem
Session
Sep 2023
Max. marks
30
Time
1 Hour
Semester
VII
Paper code
[6188]-198

Printed for: B.E. (E & TC) (Insem.)

Instructions to the candidates

  1. Answer any one Questions out of Q.No. 1 or 2, Q.No. 3 or 4.
  2. Neat diagrams must be drawn wherever necessary.
  3. Figures to the right indicate full marks.
  4. Assume suitable data if necessary.
  5. Use of scientific calculator is allowed.

Questions

  1. Q1

    1. a)

      Explain the support vector machine.

      [6]
    2. b)

      Explain Naïve Bayes classifier.

      [5]
    3. c)

      State and explain the applications of machine learning.

      [4]

  2. Q2

    1. a)

      What is machine learning? Explain supervised, unsupervised and reinforcement learning with suitable example.

      [5]
    2. b)

      Explain the working of logistic regression.

      [5]
    3. c)

      Explain the decision tree with an example.

      [5]

  3. Q3

    1. a)

      Explain the multilayer perceptron.

      [5]
    2. b)

      Explain the placeholder Tensors.

      [5]
    3. c)

      Explain the Keras.

      [5]

  4. Q4

    1. a)

      Explain the ANN architecture.

      [5]
    2. b)

      Write a tensorflow code for addition of two numbers.

      [5]
    3. c)

      Write the difference between PyTorch and Keras. 

      [5]