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Fourth Year EngineeringInformation TechnologySemester 73 credits

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

Deep Learning for Final Year (BE) Information Technology

12

resources for this subject

Subject code IT_BE_9660

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

Here you’ll find 11 previous question papers (2022–2025) and 1 video lecture.

Every question of 11 papers (Oct 2022 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.

Most repeated DL questions

Asked in more than one SPPU paper, out of 11 we have.

  1. 4×asked

    What is Recurrent Neural Network (RNN)? Draw and Explain Simple Recurrent Neural Network. Explain four types of RNN with proper diagram.

    Nov 2024 ·May 2024 ·Nov 2023 ·Nov 2022

  2. 4×asked

    Write a short note on Long Short-Term Memory Networks (LSTM).

    May 2024 ·Nov 2023 ·May 2023 ·Nov 2022

  3. 3×asked

    Explain deep learning-based recommender systems with suitable diagrams.

    Nov 2025 ·May 2025 ·May 2023

  4. 3×asked

    How is social network analysis done using deep learning architectures? 

    Nov 2025 ·May 2025 ·May 2023

  5. 3×asked

    What is greedy layer-wise pre-training network?

    Nov 2025 ·May 2025 ·Nov 2023

See all 13 repeated questions

Deep Learning papers and notes

Playlist

Deep Learning Full Course - Gate Smashers

YouTube playlist

BEITFull course