GATE DA Question Paper (Available): Download PDF, Subject-Wise Weightage
Graduate Aptitude Test in Engineering 2027 ( GATE )
GATE 2027 Application Form Release Date
27 Aug '26
GATE DA Question Paper: Candidates can download GATE Data Science and Artificial Intelligence (DA) question paper with answer key solution PDF. GATE DA PYQs are available year-wise for candidates to understand the exam difficulty level and analyse their preparation. Read below to download GATE DA PYQs, subject-wise weightage, what to expect in GATE DA difficulty level.
GATE DA Question Paper: Download PYQs pdf, Subject-Wise Weightage, Analysis
GATE DA Question Paper: The GATE Data Science and Artificial Intelligence paper was introduced in 2024. Candidates who are interested in applying for the GATE DA paper must start practicing PYQs and sample papers to understand the difficulty level, pattern, and marking scheme. IIT Madras is conducting GATE 2027. The exam dates have been released. Candidates who want to appear for GATE Data Science and Artificial Intelligence must start their preparation.
Latest: GATE Application Form 2027: How to Signup for DigiLocker, Details Required
🎓Want to know which topics have maximum weightage in DA
Download FREE GATE DA PYQs, weightage, and prep guide
- GATE DA Question Paper Download
- GATE DA Question Paper: Data Science Syllabus Changes
- What to expect in GATE 2027 DA: Is it going to be tough?
- GATE DA 2027 Expected Chapter-Wise Breakdown
GATE DA Question Paper Download
Candidates can download year-wise GATE Data Science and Artificial Intelligence (DA) PYQs:
| Year |
GATE DA Question Paper Download |
GATE Answer Key Solution PDF Download |
|---|---|---|
| 2026 |
||
| 2025 |
GATE DA 2025 Question Paper | GATE DA Answer Key 2025 |
| 2024 |
GATE DA 2024 Question Paper | GATE DA Answer Key 2024 |
GATE DA Question Paper: Data Science Syllabus Changes
This year, there are no changes in GATE DA syllabus 2027. All the sections remains the same. The syllabus for GATE Data Science and Artificial Intelligence can be checked below:
-
Probability and Statistics
-
Linear Algebra
-
Calculus and Optimisation
-
Programming, Data Structures, and Algorithms
-
Database Management and Warehousing
-
Machine Learning
-
Artificial Intelligence
What to expect in GATE 2027 DA: Is it going to be tough?
Looking at the past trends of GATE DA paper analysis, here’s what candidates can expect for Data Science and Artificial Intelligence (DA & AI):
-
The question structure is expected to be more standardised and quite similar to CSE
-
GATE registration for Data Science has grown every year since its launch. If the registration increases this year, then the GATE cutoff is expected to be easy
-
Candidates can expect higher weightage on machine learning and statistics
-
Candidates can expect more application and formula-based questions
-
GATE DA 2027 question paper might focus more on probability, linear algebra, and machine learning
Also read: GATE CSE Vs GATE DA: Which is better
GATE DA 2027 Expected Chapter-Wise Breakdown
GATE Data Science and Artificial Intelligence syllabus has a total of 7 sections. Here is an expected section-wise breakdown of GATE DS & AI:
| Section |
Weightage |
Important Topics |
|---|---|---|
| Probability and Statistics |
15% |
Baye’s theorem, Distributions, Hypothesis Tests (z,t,chi-squared), central-limit theorem |
| Linear algebra |
10% |
Vector spaces, Eigen Values/Eigen Vectors, Rank, LU, and SVD decomposition |
| Calculus and Optimisation |
7% |
Limits, continuity, Taylor series, maxima/minima for single-variable functions. |
| Programming, DS, and Algorithms |
13% |
Python basics, core data structures, searching/sorting, graph traversal and shortest path. |
| DB Management and Warehousing |
8% |
ER Model, Relational Algebra, SQL, Normalisation, Data Warehouse Schemas |
| Machine Learning |
22% |
Regression, Classification, SVM, Decision trees, Clustering, PCA, Neural networks |
| Artificial Intelligence |
10% |
Search strategies, Propositional and Predicate Logic, and Reasoning under Uncertainty |
Commonly asked questions
MCQs, MSQs, and NATs are types of questions that are asked in GATE-
| Question type | Meaning |
| MCQs | Multiple-choice questions |
| MSQs | Multiple select questions |
| NATs | Numerical-based questions |
Each question has a different marking scheme. Candidates must check GATE marking scheme carefully.
This year, IIT Guwahati is conducting GATE 2026, and two things have been modified -
- The GATE fees have been revised for all categories
- A new sectional paper has been introduced, called Energy Science (under Engineering Sciences).
The details are available on the official website as well as in the information brochure.
Commonly asked questions
Yes, GATE General Aptitude is common for all papers. The general aptitude section carries 15 marks out 100 marks, comprising 10 questions in total. The section mainly tests candidates' analytical and thinking skills in the exam. Here's a breakdown of the GATE General breakdown of questions -
- The GA section includes 5 questions of 1 mark and
- 5 questions of 2 marks.
The GATE marking scheme is the same for all.
Yes, GATE has negative marking for Multiple Choice Questions (MCQs) only. In GATE question paper, MCQs will be of one and two marks. Hence, the marking scheme for such questions can be checked below -
- For one mark MCQ - 1/3rd mark will be deducted
- For two mark MCQ - 2/3rd mark will be deducted
Considering the past year's trends and experts analysis, GATE CSE, ECE, and EE papers are considered as the toughest papers in GATE exam. Here's why -
Complex technical concepts and fundamentals
Heavy mathematics
Branch popularity and number of registered candidates are more.
According to topper's and experts, the ideal number of questions to attempt correctly is 50 to 55, to obtain a GATE rank under 1000.
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Student Forum
Anything you would want to ask experts?Answered Yesterday
If additional amount is deducted while filling GATE exam form 2027, then extra amount will be refunded within 15 to 20 days.
S
Contributor-Level 8
Answered Yesterday
No, GATE conducting body allows candidates to attempt for two subjects only. Candidates can select one primary and secondary paper based on their relevant degree during GATE registration.
H
Contributor-Level 8
Answered 2 days ago
GATE 2027 is a computer-based national test administered by IIT Madras. Candidates must be currently enrolled in atleast 3rd year or have completed a bachelor's degree in engineering, Science or technology. The exam duration is of 3 hours and covers 100 marks. It has no age limit.
A
Contributor-Level 10
Answered 3 days ago
IIT Bombay M.Tech cutoff 2026 was 600 for the M.Tech in Mechanical Engineering course for the General AI category. Hence, students need to secure a score of at least 600 if they want admission at IIT Bombay. To know the minimum score required by other categories for the same course, check the lsit b
N
Contributor-Level 10
Answered 3 days ago
IIT Bombay COAP cutoff 2026 for the General AI category ranged from 325 to 650 in the first round. As per this range, General AI category need to score at least 325 to be considered eligible for admission. Refer to the list below to know the round 1 cutoff range for other categories under the All In
N
Contributor-Level 10
Answered 3 days ago
SC AI students have to score at least 217 if they want admission at IIT Bombay. The higher the score, the better chances of admission. Those who want admission to more popular courses will have to score higher, ie, for M.Tech CSE course, a score of at least 400 is needed.
See below to know which cou
N
Contributor-Level 10
Answered 3 days ago
GATE scorecard is valid for three years, starting from the result declaration date. Candidates who have qualified GATE exam can download their scorecard and use it for admission to IITs/NITs/IIITs/GFTIs or PSU recruitment.
U
Contributor-Level 10
Answered a week ago
NIT Nagaland CCMT cutoff 2026 has been released till Round 6 for admission to the M.Tech course and its various specialisations. For the General AI category, admission to the M.Tech CSE course was possible with a score of 377. The higher the score, the better the chance of admission.
Students can che
N
Contributor-Level 10
Answered a week ago
Candidates can check their GATE 2027 exam city allotment (where their exam centre is located) by logging at GOAPS. Based on city allocated they can plan their travel arrangements.
S
Contributor-Level 8
Answered a week ago
IIT Madras will announce GATE 2027 exam city allotment list on January 4, 2027. Candidates who have registered can check using their enrolment ID and password.
P
Contributor-Level 8
Upasana Pradhan is an Mtech graduate in Electronics and Communication Engineering from DTU who specialises in curating postgraduate and undergraduate engineering entrance exam content, such as GATE, TS PGECET, KCET,
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