Skip to content
EndsemNov 20252019 patternBE AI&DS

Quantum Artificial Intelligence (QAI) SPPU Endsem Question Paper Nov 2025

All 8 questions from this SPPU endsem paper, as printed. Read them here or open the PDF.

Open the PDFMost repeated QAI questions
Subject code
417523A
Pattern
2019 pattern
Exam
Endsem
Session
Nov 2025
Max. marks
70
Time
2½ Hours
Semester
VII
Paper code
[6584]-385

Printed for: B.E. (Artificial Intelligence and Data Science)

Instructions to the candidates

  1. Solve Q.1 or Q.2, Q.3 or Q.4, Q.5 or Q.6, Q.7 or Q.8.
  2. Neat diagrams must be drawn wherever necessary.
  3. Figures to the right indicate full marks.
  4. Assume suitable data if necessary.

Questions

  1. Q1

    1. a)

      Discuss factoring integers with example.

      [6]
    2. b)

      Describe Simon’s algorithm with example.

      [6]
    3. c)

      Compare Deutsch algorithm and Deutsch -Jozsa algorithm.

      [6]

  2. Q2

    1. a)

      Discuss the working of Shor’s algorithm with its significance in breaking classical cryptosystems.

      [6]
    2. b)

      Discuss how Grover’s algorithm is used in searching in unsorted databases?

      [6]
    3. c)

      Write a short note on Phase Kick-Back and its usage.

      Also asked:Nov 2023

      [6]

  3. Q3

    1. a)

      Discuss regression with example.

      [6]
    2. b)

      Write a note on variational quantum algorithms.

      Also asked:Nov 2023

      [6]
    3. c)

      Discuss quantum neural network in detail with small example.

      Also asked:Nov 2023

      [6]

  4. Q4

    1. a)

      Describe quantum machine learning classification with appropriate example.

      Also asked:Nov 2023

      [6]
    2. b)

      Discuss quantum algorithms for linear algebra.

      Also asked:Nov 2024

      [6]
    3. c)

      Elaborate the steps for nearest neighbour search with example. 2

      Also asked:Nov 2024 ·Nov 2023

      [6]

  5. Q5

    1. a)

      Discuss in detail quantum cryptography.

      [6]
    2. b)

      Write a short note on Fault Tolerance.

      [5]
    3. c)

      Explain quantum dense coding.

      Also asked:Nov 2024 ·Nov 2023

      [6]

  6. Q6

    1. a)

      Discuss the concept of quantum teleportation and its significance in quantum communication.

      [6]
    2. b)

      Describe with appropriate steps quantum key distribution process.

      [6]
    3. c)

      Write a note on classical three bit code.

      Also asked:Nov 2023

      [5]

  7. Q7

    1. a)

      Discuss penny lane a cross platform python library.

      [6]
    2. b)

      Write a note on Quantum search.

      [5]
    3. c)

      Elaborate tarrataca’s quantum production system.

      Also asked:Nov 2023

      [6]

  8. Q8

    1. a)

      Discuss quantum neural computations with its significance.

      Also asked:Nov 2023

      [6]
    2. b)

      Enlist and discuss challenges and limitations associated with quantum computing utilised in Data Science.

      Also asked:Nov 2024 ·Nov 2023

      [6]
    3. c)

      Write a Note on Quantum walk. 

      [5]