GATE Data Science & Artificial Intelligence

GATE Data Science & Artificial Intelligence

Data Science involves the extraction, analysis, and interpretation of huge data to find insights and patterns that can guide decision-making by combining techniques from statistics, computer science, and domain-specific knowledge.

Artificial Intelligence is the simulation of human intelligence processes by computers. AI aims to enable machines to solve problems, recognize patterns, learn from experience, and perform complex tasks autonomously. The GATE Data Science & Artificial Intelligence paper was introduced by IISc Bangalore in the GATE 2024 examination.

It's a premier specialization that creates numerous opportunities for professionals. The GATE 2026 Data Science and Artificial Intelligence exam will be hosted by IIT Guwahati. To excel in the GATE DA Paper, candidates must have a robust study plan with structured study material.

GATE 2026 Data Science & Artificial Intelligence Exam Details

IIT Roorkee will administer the GATE DA 2026 in the February month of the forthcoming year. Candidates who are looking to establish their bright career in Data Science & AI must begin their preparation for this examination. 

• Conducting Body: IIT Guwahati (for GATE 2026)
• Exam Date: February 2026
• Exam Mode: Online
• Total Questions: 65
• Total Marks: 100
• Exam Duration: 3 hours
• Official Website: gate2026.iitg.ac.in

GATE Data Science & AI Exam Pattern

The GATE Data Science and Artificial Intelligence exam will include 65 questions from General Aptitude, Engineering Mathematics, and Core Subjects of DS & AI. A detailed GATE DA Exam Pattern 2026 is mentioned below:

• Total Questions: 65 questions (General Aptitude, Engineering Mathematics, and Core Data Science & AI subjects)
• Marks Distribution: 15 marks for General Aptitude, 15 marks for Engineering Mathematics, 70 marks for Data Science & AI subjects
• Duration: 3 hours
• Negative Marking: 1/3 mark for 1-mark MCQs, 2/3 mark for 2-mark MCQs

GATE Data Science & AI Syllabus

The GATE Data Science and AI syllabus includes the following topics:

• Mathematical Foundations (Linear Algebra, Probability, Statistics, Calculus)

• Programming (Python, Data Structures, Algorithms)

• Data Science (Data Analysis, Machine Learning, Data Visualization)

• Artificial Intelligence (Search Algorithms, Game Theory, Heuristics)

• Deep Learning (Neural Networks, CNN, RNN, etc.)

• Data Mining

• Computational Models and AI Algorithms

GATE DS & AI Eligibility Criteria

Candidates must possess a B.E./B.Tech. degree in Computer Science, IT, Electronics, or related fields to be eligible for the GATE DA Paper. 

• Education: Bachelor’s degree in Computer Science / IT / Electronics or related disciplines from a recognized University / Institute.

• Year of Study: Final-year or third-year students can also apply.

Career Opportunities through GATE DS & AI

Data Science and Artificial Intelligence is a diverse specialization in engineering that offers a rewarding career to technical aspirants. The GATE DA Score not only offers postgraduate admission but it will provides job offers from public sector undertakings:

• PSUs: Leading PSUs like BHEL, NTPC, and ISRO recruit Data Science & AI engineers for various roles.
• Higher Studies: A good GATE score offers opportunities for M.Tech/Ph.D. admissions at top institutions like IITs, IISc, and NITs.
• Industry Jobs: Companies in the tech and analytics sectors such as Amazon, Google, Microsoft, and more hire Data Science & AI experts.