The GATE DA syllabus 2027 covers General Aptitude plus 7 core subjects: Probability and Statistics, Linear Algebra, Calculus and Optimization, Programming, Data Structures and Algorithms, Database Management and Warehousing, Machine Learning and Artificial Intelligence. IIT Madras conducts GATE 2027 on 6, 7, 13, 14, 20 and 21 February 2027. The DA paper is a 3-hour computer-based test with 65 questions for 100 marks. This article will help in getting a complete overview about data science and artificial intelligence in 2027 and the GATE DA exam pattern, preparation strategy and eligibility requirements.
Download Official GATE DA Syllabus 2027
What is the GATE DA Examination?
The GATE DA examination is held as a computer-based test; it evaluates aptitude, mathematical ability and understanding about data science and artificial intelligence with the help of multiple-choice questions.
A good score in the GATE DA helps candidates secure admissions to MTech and PhD programmes at IITs, IISc, NITs and other leading institutes in India. Some PSUs also use GATE score for retirement, depending on the paper they accept. It can also improve career prospects in analytics, machine learning and AI-based industries.
As the AI is becoming one of the fastest-growing sectors, GATE Data Science and AI is gaining popularity among the students from computer science, mathematics, statistics, electronics and related backgrounds.
What is the GATE DA Exam Pattern 2027?
It is important to see the GATE DA Exam Pattern 2027 before applying for the exam. Let us see the GATE DA Exam Pattern 2027 given below:
| Particulars | Details |
| Organising Institute | IIT Madras |
| GATE 2027 exam dates | 6, 7, 13, 14, 20 and 21 February 2027 |
| Mode of examination | Computer-based test |
| Total number of questions | 65 |
| Total marks | 100 |
| Duration of examination | 3 hours |
| Sections of examination | General aptitude and core subjects |
| Section-wise weightage | General aptitude – 15 marks (10 questions); core subjects: 85 marks (55 questions) |
| Negative marking | ⅓ marks deducted for each 1 marks wrong answer ⅔ marks deducted for each 2-mark wrong answer No marks are deducted for the MSQ and NAT questions |
| Question types | MCQ, MSQ and NAT |
| Programming | Python |
Who is Eligible for GATE DA 2027?
GATE DA 2027 eligibility criteria are similar to the GATE eligibility criteria. The candidates applying for the GATE DA 2027 exam need to fulfil the below eligibility criteria:-
- Candidates must have completed a bachelor’s degree in engineering/technology, or they must be in the final year of graduation.
- This examination is suitable for the candidates who have completed their graduation degree in computer science and engineering, information technology, artificial intelligence and machine learning, data science, mathematics, statistics and other related fields
- There are no age-limit and number-of-attempts criteria for appearing for the GATE examination.
What is included in the GATE DA Syllabus 2027?
IIT Madras has released the official GATE DA syllabus 2027 on gate2027.iitm.ac.in. For covering the syllabus & preparing the exam, visit DS & AI GATE 2027 Live Online Course. The GATE DA syllabus can be divided into 3 major sections, such as the following: –
- General aptitude
- Engineering mathematics
- Programming, data structures and algorithms
- Database management
- Data science
- artificial intelligence
- Machine learning algorithms
- Probability and statistics
The topic-wise GATE DA syllabus 2027 is given below. Always cross-check it with the official GATE syllabus PDF before you finalise your study plan.
| Subjects | Topics |
| General aptitude | English grammar, vocabulary, reading comprehension, sentence completion, numerical ability, data interpretation, logical reasoning and analytical reasoning |
| Engineering mathematics | Matrix operations
Vector spaces Rank Orthogonality Differentiations Partial derivatives Integrations Convex functions Gradient methods Root finding Numerical differentiations Numerical integrations |
| Probability and statistics | Random variables
Probability distributions Conditional probability Bayes theorem Expectations Variance Covariance Correlations Hypothesis testing Confidence intervals Samplings Central limit theorem |
| Programming, data structures and algorithms | Programming includes:
Variables, loops, functions, arrays and recursion Data structures include the following: Arrays, linked lists, stacks, queues, trees, graphs, hash tablets, heaps Algorithms includes: Sorting, searching, divide and conquer, dynamic programming, greedy algorithms and graph algorithms |
| Database management systems | Relational algebra
SQL Functional dependency Normalisation Transactions Indexing Query optimizations ACID properties |
| Data science | Data collection
Data cleaning Data preprocessing Data visualization Feature engineering Exploratory data analysis Big data concepts Data pipelines |
| Artificial intelligence | Intelligent agents
Search algorithms State space search Knowledge representation Logic Reasoning Constraint satisfactions Planning Expert systems |
| Machine learning | K’ means clustering
Hierarchical clustering PCA Perceptron Feedforward networks Backpropagations Precisions Recall Accuracy F1 score ROC curve Cross validations |
What is the GATE DA Subject-Wise Weightage?
Programming, Data Structures and Algorithms carries the highest weightage in the GATE DA syllabus with 21 marks, followed by Probability and Statistics with 16 marks. The GATE subject-wise weightage is given below:
| Subject | Questions | Marks |
| General Aptitude | 10 | 15 |
| Artificial Intelligence | 7 | 11 |
| Programming, Data Structures & Algorithms | 13 | 21 |
| Probability & Statistics | 10 | 16 |
| Linear Algebra | 6 | 10 |
| Machine Learning | 8 | 11 |
| Calculus & Optimization | 5 | 8 |
| Database Management & Warehousing | 6 | 8 |
| Total | 65 | 100 |
How to Prepare for GATE DA 2027?
If you are also interested in GATE 2027 preparation, then you can follow these guidelines and preparation strategies:-
- Firstly, understand the GATE DA and AI syllabus and exam pattern thoroughly. The GATE DA and AI syllabus has been divided into 3 sections, i.e., general aptitude, engineering mathematics and core technical subjects.
- Try to cover the whole syllabus before you start with the revision sessions and mock tests.
- Furthermore, engineering mathematics and statistics are major subject portions of the examination. You must dedicate sufficient time for these subjects.
- You must start practising coding problems and improve your programming skills; it will help in improving accuracy in algorithm-related questions.
- As soon as the syllabus has been completed, start attempting the PYQs and mock tests; it will help in identifying the most repeated questions, question trends, difficulty level and time management skills.
- At the time of preparation, you must focus on consistent revision. You must prepare short notes of formulas, algorithms, machine learning models and other related concepts. Revision is very important for long-term retention.
Conclusion
Aspirant can manage their time effectively during GATE preparation by focusing on important subjects and improving the more difficult ones in terms of weightage. Keep checking the official GATE website for more information.
GATE DA Syllabus 2027 FAQs
Yes, the final-year students are eligible for applying for the GATE DA 2027 examination.
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No, the official GATE DA 2027 syllabus has not been released on the official website.
Dear Aspirants, Your preparation for GATE, ESE, PSUs, and AE/JE is now smarter than ever — thanks to the MADE EASY YouTube channel. This is not just a channel, but a complete strategy for success, where you get toppers strategies, PYQ–GTQ discussions, current affairs updates, and important job-related information, all delivered by the country’s best teachers and industry experts. If you also want to stay one step ahead in the race to success, subscribe to MADE EASY on YouTube and stay connected with us on social media. MADE EASY — where preparation happens with confidence.
There are 3 sections in the GATE DA syllabus, i.e., general aptitude, engineering mathematics and core technical subjects.
Dear Aspirants, Your preparation for GATE, ESE, PSUs, and AE/JE is now smarter than ever — thanks to the MADE EASY YouTube channel. This is not just a channel, but a complete strategy for success, where you get toppers strategies, PYQ–GTQ discussions, current affairs updates, and important job-related information, all delivered by the country’s best teachers and industry experts. If you also want to stay one step ahead in the race to success, subscribe to MADE EASY on YouTube and stay connected with us on social media. MADE EASY — where preparation happens with confidence.
Yes, negative marking is applicable to the multiple-choice questions. For the 1-mark questions, ⅓ marks are deducted for each wrong answer, and for 2-mark questions, ⅔ marks are deducted for each wrong answer.
Dear Aspirants, Your preparation for GATE, ESE, PSUs, and AE/JE is now smarter than ever — thanks to the MADE EASY YouTube channel. This is not just a channel, but a complete strategy for success, where you get toppers strategies, PYQ–GTQ discussions, current affairs updates, and important job-related information, all delivered by the country’s best teachers and industry experts. If you also want to stay one step ahead in the race to success, subscribe to MADE EASY on YouTube and stay connected with us on social media. MADE EASY — where preparation happens with confidence.
The GATE DA examination is of 100 marks, which consists of 65 questions. The GATE DA examination has been divided into 3 sections, i.e., general aptitude, engineering mathematics and core technical subjects. This examination is conducted in computer-based test mode, and the duration of this exam is 3 hours.
Dear Aspirants, Your preparation for GATE, ESE, PSUs, and AE/JE is now smarter than ever — thanks to the MADE EASY YouTube channel. This is not just a channel, but a complete strategy for success, where you get toppers strategies, PYQ–GTQ discussions, current affairs updates, and important job-related information, all delivered by the country’s best teachers and industry experts. If you also want to stay one step ahead in the race to success, subscribe to MADE EASY on YouTube and stay connected with us on social media. MADE EASY — where preparation happens with confidence.
The GATE DA exam usually consists of questions related to the programming concepts, algorithms and problem-solving skills other than specific programming language questions.
Dear Aspirants, Your preparation for GATE, ESE, PSUs, and AE/JE is now smarter than ever — thanks to the MADE EASY YouTube channel. This is not just a channel, but a complete strategy for success, where you get toppers strategies, PYQ–GTQ discussions, current affairs updates, and important job-related information, all delivered by the country’s best teachers and industry experts. If you also want to stay one step ahead in the race to success, subscribe to MADE EASY on YouTube and stay connected with us on social media. MADE EASY — where preparation happens with confidence.
Till now, there is no official prescribed syllabus and chapter-wise weightage. But based on the previous year’s question paper trends, technical subjects and engineering mathematics carry the highest weightage.
Dear Aspirants, Your preparation for GATE, ESE, PSUs, and AE/JE is now smarter than ever — thanks to the MADE EASY YouTube channel. This is not just a channel, but a complete strategy for success, where you get toppers strategies, PYQ–GTQ discussions, current affairs updates, and important job-related information, all delivered by the country’s best teachers and industry experts. If you also want to stay one step ahead in the race to success, subscribe to MADE EASY on YouTube and stay connected with us on social media. MADE EASY — where preparation happens with confidence.
Dear Aspirants, Your preparation for GATE, ESE, PSUs, and AE/JE is now smarter than ever — thanks to the MADE EASY YouTube channel. This is not just a channel, but a complete strategy for success, where you get toppers strategies, PYQ–GTQ discussions, current affairs updates, and important job-related information, all delivered by the country’s best teachers and industry experts. If you also want to stay one step ahead in the race to success, subscribe to MADE EASY on YouTube and stay connected with us on social media. MADE EASY — where preparation happens with confidence.