uiz Space

Data Science · BS Degree Level

Mathematical Foundations of Generative AI previous year papers

Quiz Space has 9 Mathematical Foundations of Generative AI previous year papers from the IIT Madras BS Data Science programme — 2 Quiz 1 papers, 3 Quiz 2 papers and 4 End Term papers — sat between the May 2025 term and the May 2026 term. Every paper shows its questions with the answer key, and each can be taken as a timed mock test on the real exam screen. Free, no sign-up needed.

Papers
9
Questions
166
Terms
3
Latest
13 Sept 2026

Updated

Mathematical Foundations of Generative AI Quiz 1 PYQ

All 2 papers

2 Mathematical Foundations of Generative AI Quiz 1 papers from 2025. Quiz 1 is held at the end of week 4 of the term and covers the content of weeks 1–4.

Mathematical Foundations of Generative AI Quiz 1 papers
PaperTermQuestionsMarksTimePractise
26 Oct 2025September 2025 term2050120 minMock test
13 Jul 2025May 2025 term2050120 minMock test

Mathematical Foundations of Generative AI Quiz 2 PYQ

All 3 papers

3 Mathematical Foundations of Generative AI Quiz 2 papers from 2025–2026. Quiz 2 is held at the end of week 8 and covers the content of weeks 1–8, with the weight on weeks 5–8.

Mathematical Foundations of Generative AI Quiz 2 papers
PaperTermQuestionsMarksTimePractise
16 Aug 2026May 2026 term1748120 minMock test
23 Nov 2025September 2025 term1550120 minMock test
3 Aug 2025May 2025 term1750120 minMock test

Mathematical Foundations of Generative AI End Term PYQ

All 4 papers

4 Mathematical Foundations of Generative AI End Term papers from 2025–2026. The End Term exam covers the whole course, all twelve weeks, in 1.5 hours per course.

Mathematical Foundations of Generative AI End Term papers
PaperTermQuestionsMarksTimePractise
13 Sept 2026May 2026 term1950180 minMock test
21 Dec 2025September 2025 term1444180 minMock test
31 Aug 2025 · Set QDB1May 2025 term22100180 minMock test
31 Aug 2025 · Set QIA3May 2025 term22100180 minMock test

Frequently asked questions

Where can I find Mathematical Foundations of Generative AI previous year question papers?

All 9 Mathematical Foundations of Generative AI papers are on this page, grouped by exam: 2 Quiz 1 papers, 3 Quiz 2 papers and 4 End Term papers. Open any paper to read it with answers, or start it as a timed mock test.

Are the Mathematical Foundations of Generative AI PYQs free, and do they have answers?

Yes. Every paper is free to read and practise, with the correct option marked for each question. Signing in with Google is only needed to save your attempts and see your analysis.

Which is the latest Mathematical Foundations of Generative AI paper?

The newest is the End Term of 13 Sept 2026 (May 2026 term). New papers are added after each term’s exams.

How many Mathematical Foundations of Generative AI Quiz 1 papers are there?

2 Quiz 1 papers from 2025, with 40 questions in all. See every Mathematical Foundations of Generative AI Quiz 1 paper.

How many Mathematical Foundations of Generative AI Quiz 2 papers are there?

3 Quiz 2 papers from 2025–2026, with 49 questions in all. See every Mathematical Foundations of Generative AI Quiz 2 paper.

How many Mathematical Foundations of Generative AI End Term papers are there?

4 End Term papers from 2025–2026, with 77 questions in all. See every Mathematical Foundations of Generative AI End Term paper.

Is Quiz Space an official IIT Madras website?

No. Quiz Space is an independent practice site by Unknown IITians. The papers are IIT Madras BS papers from past terms; for the syllabus and grading rules, see the official site at study.iitm.ac.in.

More BS Degree Level subjects

Mathematical Foundations of Generative AI is a BS Degree Level course of the IIT Madras BS in Data Science and Applications programme. Quiz Space by Unknown IITians is an independent study resource and is not affiliated with IIT Madras. Also see every Quiz 1 paper across subjects.