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GATE Data Science & Artificial Intelligence (DA) - Previous Year Papers Previous Year Paper Trends & Analysis

Explore year-wise question trends, subject weightage, difficulty and paper coverage for GATE Data Science & Artificial Intelligence (DA) - Previous Year Papers.

3Papers
3Years
195Questions
12Topics

Historical question trend

Compare question volume by year and subject.

Questions by year

Compare question counts across years.

Difficulty distribution

How the classified questions are distributed by difficulty.

Easy 102 52.3%
Medium 86 44.1%
Hard 7 3.6%

Question type distribution

MCQ, numerical, multiple-select and other formats found in these papers.

MCQ 108 55.4%
Numerical Answer Type (NAT) 46 23.6%
MSQ 41 21%

Subject weightage

Top subjects by unique question coverage.

Data Science & Artificial Intelligence
163 Qs
General Aptitude (GA)
29 Qs

Most asked topics

Top topics across the included previous year papers.

Probability and Statistics
37 Qs
Programming, Data Structures and Algorithms
30 Qs
Database Management and Warehousing
22 Qs
Linear Algebra
21 Qs
Machine Learning
21 Qs
AI
20 Qs
General Aptitude
15 Qs
Calculus and Optimization
12 Qs
Verbal Ability
7 Qs
Geometry
4 Qs
Logic
2 Qs
Probability
1 Qs

Subtopic coverage

Top subtopics inside this exact selection.

Random Variables and Distributions
23 Qs
Supervised Learning
17 Qs
Python Programming and Data Structures
13 Qs
Single-variable Differential Calculus
12 Qs
Eigenvalues, Projections and Quadratic Forms
11 Qs
Relational Databases and SQL
11 Qs
Probability Rules and Conditional Probability
10 Qs
Searching, Sorting and Divide-and-conquer
10 Qs
Normalization, Storage and Indexing
8 Qs
Vector Spaces and Matrix Properties
8 Qs
Graphs, Traversals and Shortest Paths
7 Qs
Informed, Uninformed and Adversarial Search
7 Qs
Propositional and Predicate Logic
7 Qs
Reasoning under Uncertainty
6 Qs
Unsupervised Learning
4 Qs
Descriptive Statistics and Correlation
3 Qs
Data Transformation and Warehousing
3 Qs
Logic
2 Qs
Permutations, Combinations and Series
2 Qs
Linear Systems and Matrix Decompositions
2 Qs
Analogies
2 Qs
English Grammar
2 Qs
Numerical Computation and Estimation
2 Qs
Elementary Statistics
2 Qs
Deductive and Inductive Reasoning
2 Qs
Vocabulary and Idioms in Context
1 Qs
Data Interpretation
1 Qs
Reading Comprehension
1 Qs
Elementary Statistics
1 Qs
Percentage
1 Qs
Cones
1 Qs
Numerical Relations and Analogies
1 Qs
Rectangles
1 Qs
Logic
1 Qs
Polygons
1 Qs
Quadratic Equations
1 Qs
Limit Theorems and Statistical Inference
1 Qs
Number Puzzles
1 Qs
Spatial Transformations and Paper Folding
1 Qs
Logarithms
1 Qs
Circles
1 Qs

Paper coverage

Question coverage for the most populated papers. Every active PYP paper remains listed below.

Data Science and Artificial Intelligence (DA) 2026
65 Qs
Data Science & Artificial Intelligence (DA) 2025
65 Qs
Data Science & Artificial Intelligence (DA) 2024
65 Qs

Included previous year papers

Newest papers appear first. Search these papers or sort by year and name.

Paper nameYearPDFAttempt
Data Science and Artificial Intelligence (DA) 20262026
65 questions in this view		2026
ExamElite PDFs
ExamElite solutions
Official documents
Official question paperOriginal authority-issued PDF Official Download Official answer keyOriginal authority-issued PDF Official Download
Data Science & Artificial Intelligence (DA) 20252025
65 questions in this view		2025
ExamElite PDFs
ExamElite solutions
Official documents
Official question paperOriginal authority-issued PDF Official Download Official answer keyOriginal authority-issued PDF Official Download
Data Science & Artificial Intelligence (DA) 20242024
65 questions in this view		2024
ExamElite PDFs
ExamElite solutions
Official documents
Official question paperOriginal authority-issued PDF Official Download Official answer keyOriginal authority-issued PDF Official Download