GATE Data Science and Artificial Intelligence Question Paper 2026

Updated By Intajur Rahaman on 15 Feb, 2026 09:01

Registration Starts On August 28, 2025

The GATE 2026 Data Science and Artificial Intelligence question paper will be made available on the official website by the end of February 2026. GATE 2026 Data Science and Artificial Intelligence paper will be conducted on February 15, 2026.

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About GATE Data Science and Artificial Intelligence Question Paper 2026

Using the GATE 2026 Data Science and Artificial Intelligence paper can be beneficial to you in terms of exam analysis, performance analysis, score prediction, etc. You can use the GATE Data Science and Artificial Intelligence 2026 paper to create your exam strategy for your next attempt as well. The GATE exam conducting authorities will release the GATE exam 2026 question papers along with the response sheet for all subjects.

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GATE 2026 Data Science and Artificial Intelligence Question Paper PDF

The GATE 2026 Data Science and Artificial Intelligence exam will be conducted on February 15, 2026, in the afternoon shift. The question paper will be made available soon:

Paper Code

Discipline

GATE Question Papers 

GATE Solutions PDF 

DA

Data Science and Artificial Intelligence

GATE 2026 DA Question Paper PDF

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GATE 2025 Data Science and Artificial Intelligence Question Paper PDF

GATE 2025 Data Science and Artificial Intelligence (DA) exam was moderate to moderately difficult, with strong emphasis on Mathematics, Probability, Linear Algebra, and Programming fundamentals. Machine Learning and Data Structures carried significant weightage. Numerical Answer Type (NAT) questions required careful calculation and conceptual clarity. General Aptitude was relatively scoring. Some questions tested practical understanding of algorithms and model evaluation. Overall, well-prepared candidates with strong fundamentals and coding logic found the paper manageable with proper time management. Find the direct link to the GATE 2025 DA question paper below:

Paper Code

Discipline

GATE Question Papers 

GATE Solutions PDF 

DA

Date Science and Artificial Intelligence 

GATE 2025 DA Question Paper PDF

Download Here 

GATE 2024 Data Science and Artificial Intelligence Question Paper PDF

GATE 2024 Data Science and Artificial Intelligence (DA) exam was moderate in difficulty, with a balanced distribution across Mathematics, Statistics, Programming, and Machine Learning. Linear Algebra, Probability, and Calculus had strong weightage. Data Structures and Algorithms questions were concept-based and moderately challenging. Several Numerical Answer Type (NAT) questions required precise calculations. General Aptitude was comparatively easy. Overall, the paper tested analytical ability, coding fundamentals, and conceptual clarity, favouring candidates with consistent practice and strong mathematical foundations. Find the direct link to the GATE 2024 DA question paper below:

Paper Code

Disciplines 

GATE Question Papers 

GATE Solutions PDF 

DA

Date Science and Artificial Intelligence 

GATE Data Science and Artificial Intelligence Question Paper 2024 PDF

Download Here

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How to Use GATE Data Science and Artificial Intelligence PYQs?

You may check out the table below that explains how to use the GATE DA previous year question papers:

Step / Strategy

How to Use PYQs Effectively

Understand the Syllabus First

Before solving PYQs, thoroughly review the GATE DA syllabus covering Engineering Mathematics, Probability & Statistics, Linear Algebra, Calculus, Programming, Data Structures, Algorithms, and Machine Learning. This helps map questions to specific topics.

Solve Topic-Wise Initially

Start by solving PYQs topic-wise (e.g., Linear Algebra first, then Probability). This strengthens individual subject understanding and builds conceptual clarity step by step.

Focus on Conceptual Approach

Instead of memorizing solutions, analyze the logic behind each problem. GATE DA emphasizes understanding of algorithms, model evaluation, optimization, and statistical reasoning.

Maintain an Error Notebook

Record mistakes, tricky questions, and important formulas. Revisiting this notebook weekly prevents repetition of errors and improves retention.

Identify Repeated Patterns

Observe recurring themes such as eigenvalues, Bayes’ theorem, time complexity, gradient descent, and hypothesis testing. Prioritize these high-frequency areas.

Practice Numerical Accuracy

Many PYQs are Numerical Answer Type (NAT). Practice precise calculations without options to improve speed and reduce calculation errors.

Attempt Full-Length Papers

After completing topic-wise practice, solve complete previous year papers in a timed setting to simulate the real exam environment.

Analyze Solutions Deeply

Spend quality time reviewing both correct and incorrect answers. Understanding alternative methods enhances flexibility in problem-solving.

Track Performance Progress

Regularly evaluate scores from PYQs to measure improvement. Adjust study plans based on weak areas such as Machine Learning or Data Structures.

Use PYQs for Final Revision

In the last month, revise primarily through PYQs rather than new material. This reinforces core concepts and builds exam confidence.

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FAQs about GATE Question Papers

How can I complete the GATE Data Science and Artificial Intelligence syllabus in 3 months?

Complete the GATE Data Science and Artificial Intelligence syllabus in 3 months by dividing preparation into phases: Month 1 – Mathematics and Statistics (Linear Algebra, Calculus, Probability); Month 2 – Programming, Data Structures, Algorithms, Machine Learning; Month 3 – PYQs, mock tests, and revision. Practice daily numericals, analyze mistakes, and maintain short notes for quick revision.

How can I improve my GATE Data Science and Artificial Intelligence paper performance?

Improve your GATE Data Science and Artificial Intelligence performance by strengthening Mathematics, Probability, Programming, and Machine Learning fundamentals. Practice previous year questions regularly, focus on Numerical Answer Type accuracy, and take full-length mock tests weekly. Analyze mistakes thoroughly, revise weak areas consistently, and improve speed through timed practice sessions.

What are the two paper combinations for GATE Data Science and Artificial Intelligence?

For GATE Data Science and Artificial Intelligence (DA), the officially allowed two-paper combinations for 2026 are: Computer Science and Information Technology (CS), Electronics and Communication Engineering (EC), Electrical Engineering (EE), Mathematics (MA), Mechanical Engineering (ME), Physics (PH), Statistics (ST), and Engineering Sciences (XE) as the second paper option.

What is the expected difficulty level of GATE Data Science and Artificial Intelligence 2026 exam?

The expected difficulty level of the GATE Data Science and Artificial Intelligence (DA) 2026 exam is likely to be moderate to moderately difficult, with balanced questions from Mathematics, Statistics, Programming, and Machine Learning. Numerical Answer Type (NAT) questions may require careful calculation, while conceptual problems will test analytical and algorithmic understanding.

How to prepare for the GATE Data Science and Artificial Intelligence syllabus?

Prepare for GATE Data Science and Artificial Intelligence by mastering Engineering Mathematics (Linear Algebra, Calculus, Probability), Programming, Data Structures, Algorithms, and Machine Learning. Follow the official syllabus, study standard textbooks, and practice previous year questions regularly. Take mock tests, analyze mistakes, revise consistently, and focus on conceptual clarity and numerical accuracy.

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