GATE Data Science and AI: The Data Science and Artificial Intelligence or DA is a newly introduced paper in GATE Exam which was hosted by IISc Bangalore in the academic year 2025. This stream deals with the methods and techniques to manage the digital data.
The aspirants who want to appear for the upcoming GATE Data Science and AI Exam must understand the exam pattern, syllabus, eligibility, subject-wise weightage, and more to get familiar with the test details. On this webpage, candidates can find detailed insights into GATE DA Paper which must be checked before starting preparation.
The forthcoming GATA Data Science and Artificial Intelligence Exam will be hosted by the Indian Institute of Technology Roorkee to test the core subjects knowledge and comprehensive skills of the individuals. The GATE DA Exam 2025 will present numerous opportunities to students such as admission to higher studies i.e. ME/M. Tech/Ph.D. and jobs in PSUs.
The GATE DA Exam consists of General Aptitude and Core subjects carrying in total of 100 marks. To get complete details on GATE DS & AI Paper, aspirants must continue reading this article.
The IIT Roorkee will conduct the GATE Data Science and AI Exam 2025 via computer based mode. The aspirants seeking to build their successful career in the most emerging field of Data Science must take the GATE DA Exam to explore highly reputed jobs or higher studies. The GATE DS & AI paper will contain the questions for 1 mark or 2 marks respectively. Candidates will get a total time duration of 3 hours to attempt the paper. The exam will also have a negative marking as per the guidelines of the conducting institution.
The online registration for GATE DA Exam 2025 will commence in August with the release of official notification @gate.iitr.ac.in. Candidates who meet the eligibility criteria will be able to register for this test to open the doors to various career opportunities. This article consolidates all the key details of GATE Data Science and AI Paper which must be reviewed by aspirants.
The Data Science and Artificial Intelligence is a newly added branch in GATE due to its increasing demand among students. The Data Science is a highly demanding skill which offers numerous jobs to aspirants accepting GATE Score to evaluate their data handling skills on the application of artificial intelligence techniques. Aspirants must opt GATE DA Paper for a great career exposure as it has a wide scope in the public as well as private sectors.
The conducting authority will announce the GATE DA Eligibility Criteria on its official website at gate2025.iitr.ac.in. Furthermore, to be eligible for the GATE 2025 Data Science and AI paper, applicants must fulfill the following requirements related to age, nationality, and educational qualifications as specified below:
For GATE DA 2025, candidates having Indian nationality as well as citizenship from the below mentioned countries can also apply.
The foreign countries eligible for the GATE 2025 DS & AI Paper include Nepal, Bangladesh, Sri Lanka, Singapore, Ethiopia, and the United Arab Emirates (UAE).
Applicants from every age group can register for the GATE Data Science and AI paper as long as they fulfill other eligibility criteria.
Aspirants holding bachelor’s or above degree in engineering, technology, science, or the humanities are eligible to apply for the GATE DA 2025 examination.
However, for the data science and artificial intelligence paper, a degree in computer science, electronics and communication, electrical engineering, mathematics, statistics, and physics is considered to be more relevant.
Applicants who are in their 3rd year of the bachelor’s program are also eligible to apply for the GATE 2025 Data Science and AI paper.
The aspirants must be well versed in GATE Data Science and AI Syllabus to make their exam preparation accordingly. The GATE Data Science and Artificial Intelligence Paper consists of various subjects relevant to the specialization. Candidates must refer to the below table to understand the topic-wise GATE DA Syllabus in a comprehensive manner:
GATE 2025 DA Syllabus for General Aptitude | |
Topics | Sub-topics |
Verbal Aptitude | Basic English grammar: tenses, articles, adjectives, prepositions, conjunctions, verb-noun agreement, and other parts of speech Basic vocabulary: words, idioms, and phrases in context Reading and comprehension Narrative sequencing |
Quantitative Aptitude | Data interpretation: data graphs (bar graphs, pie charts, and other graphs representing data), 2-and 3-dimensional plots, maps, and tables Numerical computation and estimation: ratios, percentages, powers, exponents and logarithms, permutations and combinations, and series mensuration and geometry elementary statistics and probability |
Analytical Aptitude | Logic: deduction and induction, analogy, numerical relations and reasoning |
Spatial Aptitude | Transformation of shapes: translation, rotation, scaling, mirroring, assembling, and grouping, Paperfolding, cutting, and patterns in 2 and 3 dimensions |
GATE Data Science and Artificial Intelligence Syllabus | |
Topics | Sub-topics |
Probability and Statistics |
|
Linear Algebra |
|
Calculus and Optimization |
|
Programming, Data Structures, and Algorithms |
|
Database Management and Warehousing |
|
Machine Learning |
|
Artificial Intelligence (AI) |
|
Candidates who want to ace the GATE Data Science and Artificial Intelligence Exam 2025 with a top mark must review the exam pattern to understand the complete format of the question paper. For the ease of aspirants, we have mentioned the GATE DA Exam Pattern 2025 in this section:
GATE DS & AI Exam Pattern 2025 | |
Particulars | Details |
Name of the Exam | Graduate Aptitude Test in Engineering, GATE 2025 |
Commonly Known As | GATE |
Organizing Authority | IIT Roorkee |
GATE 2025 Exam Date | February 2025 |
Examination Mode | Computer-based Test |
Exam Duration | 3 Hours |
Sections in GATE DA Paper |
|
Distribution of Marks in GATE DA Paper |
|
Marking Scheme | Questions worth 1 mark or 2 marks |
Design of Questions |
|
Negative Marking |
|
Sectional Time-Limit | None |
GATE Scorecard Validity | 3 Years |
GATE 2025 Exam Pattern for DA | Check Now |
GATE 2025 Official Website | www.gate2025.iitr.ac.in |
GATE DA Subject Wise Weightage
The GATE Test Paper for Data Science and Artificial Intelligence includes various subjects as per the prescribed syllabus. Candidates need to prepare all the subjects in a detailed form to perform well in the exam. In order to guide the aspirants for effective preparation, we have bifurcated the GATE DA Subject Wise Weightage in the below table:
GATE 2025 DA Subject Wise Weightage | |
Name of Subject | Weightage of Marks |
General Aptitude | 15 marks |
Probability and Statistics | 08-10 marks |
Linear Algebra | 10-12 marks |
Calculus and Optimization | 10-12 marks |
Programming, Data Structures, and Algorithms | 12-15 marks |
Database Management and Warehousing | 10-12 marks |
Machine Learning | 7-8 marks |
Artificial Intelligence (AI) | 15-18 marks |
The previous year papers serves as the best resource to prepare for the exam in an effective mode as it makes aspirants well aware of the difficulty level, weightage, and trends of questions. As the GATE DA is a newly introduced discipline in GATE, so the previous papers are not available. But the aspirants go through the question paper of 2024 held on February 3 to understand the level of paper. Aspirants must solve the GATE DA Previous Year Papers as they play a vital role to enhance the preparation of aspirants.
Candidates who are planning to appear for the GATE Data Science and AI Exam 2025, must enroll in best study material prepared by Physics Wallah to cover the entire syllabus in a detailed manner. The GATE DA Online Courses by PW are prepared by experienced teachers as per the requirement of exam to offer quality education at an affordable cost. The course will provide daily live classes, practice sessions, doubt sessions, and mock tests. The direct link to access the PW GATE DA Course is tabulated here:
PW GATE 2025 DA Online Course | |
Course Name | Explore Link |
Vijay 2.0 GATE 2025 Rank Improvement Batch - Data Science & AI | Click Here |
Parakram GATE 2025 Batch B - Data Science & AI | Click Here |
Vijay GATE 2025 Batch - Data Science & AI | Click Here |