GATE DA Previous Year Question Papers, 2024–2026
Free PDFs of the GATE DA papers, 2024–2026. For 2024–2026, the study library has these papers question by question, with the official answers and step-by-step solutions.
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About this resource
For a young paper like GATE DA, previous-year questions matter even more than usual. With fewer papers to go on, each one carries a lot of signal about how the exam is set: the balance between topics, the style of questions, the depth expected. Solve all of them.
The papers span the full DA syllabus: Probability & Statistics, Linear Algebra, Calculus, Programming & Data Structures, Machine Learning, Artificial Intelligence and Data Analytics, alongside General Aptitude. Because the paper is still new, treat every question as a clue to the exam's direction.
What's included
- ✓Every GATE DA paper since the exam launched: 2024, 2025 and 2026
- ✓The official question paper for each year, questions only; none of the three files carries an answer key
- ✓Questions across the full Data Science & AI syllabus
- ✓Probability, statistics, linear algebra and calculus, as tested in the paper
- ✓General Aptitude section
- ✓An early read on how this new paper is evolving
- ✓Free PDFs, ready to download
How to use this resource
Attempt each paper under timed exam conditions before checking any solution. With so few papers available, you want to learn as much as you can from each one and have a real rehearsal, so nothing on exam day feels unfamiliar.
Afterwards, study every question closely, not just your mistakes. On a new paper, even the questions you got right tell you where the exam is heading. Map the recurring themes back to the syllabus and revise accordingly.
Frequently asked questions
Do these GATE DA papers come with answer keys or solutions?+
The three Drive files are the official question papers, with no answer key, no worked solution and no explanation, and none of them carries the appended official key that some older papers in other branches do. The official key for all 65 questions of each year, and worked solutions to the library questions, are in IAE's study library, one page per year, linked from the year list above.
Which years does this GATE DA set cover?+
2024, 2025 and 2026: every GATE Data Science and Artificial Intelligence paper so far, since the paper began in 2024.
Has the GATE DA syllabus changed for 2027?+
No. Comparing the official GATE 2026 and GATE 2027 syllabus PDFs, Data Science and AI has no listing change at all. It and Electrical Engineering are the two papers IAE Academy teaches that did not change for 2027. That comparison covers 2026 against 2027 only, so it does not establish how the syllabus read when the 2024 and 2025 papers were set; check anything unfamiliar against the 2027 PDF before assuming it still applies. The paper-by-paper finding is at /resources/gate-2027-syllabus-changes, and the official 2027 PDFs are at /resources/gate-2027-syllabus.
Does the DA paper carry a separate Engineering Mathematics section?+
No. The brochure's pattern table places DA among the papers where General Aptitude carries 15 marks and the remaining 85 marks are the subject component, with no separately stated Engineering Mathematics allocation — unlike CS, EC, EE, IN and BT, where 13 of the 85 marks are Engineering Mathematics (pages 4 and 24).
What marking scheme applies to these papers?+
The 2027 scheme. Every test paper is three hours, 65 questions and 100 marks, of which General Aptitude is 10 questions and 15 marks (brochure, page 4). A wrong 1-mark MCQ deducts 1/3 and a wrong 2-mark MCQ deducts 2/3; MSQ and NAT carry no negative marking; there is no partial marking for any question. /guide/gate-2027-exam-pattern-and-marking covers the question types and marking in full, and /guide/how-the-gate-score-is-calculated covers what happens to your marks afterwards.
Are these DA papers free to download?+
Yes. Each of the three years opens as a PDF in Google Drive from the list on this page — free, with no sign-up and no form.
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