Fourth Year EngineeringComputer EngineeringSemester 73 credits

Deep Learning (DL)SPPU question papers (PYQ), solutions and notes

Deep Learning for Final Year (BE) Computer Engineering

resources for this subject

Subject code COMPUTER_BE_5499

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Deep Learning (DL) is a semester 7 subject in Fourth Year Engineering, Computer Engineering, at Savitribai Phule Pune University (SPPU).

Here you’ll find 9 previous question papers (2023–2025) and 2 video lectures.

Every question of 9 papers (Feb 2023 to Nov 2025) is written out on the paper pages below, so you don’t need to open a PDF.

Insem papers are 30 marks (1 hour) and endsem papers are 70 marks (2½ hours). These are 2019-pattern papers.

DL previous year question papers

Pick a paper to read all its questions. No sign-in needed.

Asked in more than one SPPU paper, out of 9 we have.

5×asked
Explain the following Term : i) Deep Belief Network ii) Deep Generative Model
Nov 2025 ·May 2025 ·May 2024 ·Nov 2023 ·May 2023
4×asked
How can the game of Tic-Tac-Toe be formulated as a reinforcement learning problem? ♦♦♦
Nov 2025 ·May 2025 ·Nov 2023 ·May 2023
4×asked
What is a Markov Decision Process (MDP)? Define its components. 3
Nov 2025 ·May 2025 ·Nov 2023 ·May 2023
4×asked
Explain pooling layers and its type.
May 2025 ·May 2024 ·Nov 2023 ·May 2023
4×asked
Explain how dynamic programming algorithms, such as policy iteration and value iteration, are used in reinforcement learning.
Nov 2024 ·May 2024 ·Nov 2023 ·May 2023