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    GATE DA Subject Wise Weightage 2027 - AI Topic Wise Marks Distribution

    GATE DA Subject Wise Weightage 2027 - AI Topic Wise Marks Distribution

    Shivani PooniaUpdated on 26 Jul 2026, 03:08 PM IST

    GATE DA Subject Wise Weightage 2027: Students who are preparing for the GATE 2027 exam, it is very important for them to know about the weightage. IIT Madras has released the GATE 2027 DA syllabus. Knowing the GATE DA weightage helps students identify the topics that are asked more frequently in the exam. The GATE DA paper includes topics from Probability and Statistics, Programming, Data Structures and Algorithms, Linear Algebra, Calculus and Optimization, Machine Learning, Artificial Intelligence, and Database Management and Warehousing, along with General Aptitude. In this article, students can check the GATE DA subject wise weightage 2027, previous years’ weightage trend, and important topics for GATE exam preparation.

    GATE DA Subject Wise Weightage 2027 - AI Topic Wise Marks Distribution
    GATE DA Subject Wise Weightage 2027- AI Topic Wise Marks Distribution

    GATE DA Syllabus 2027

    The syllabus of GATE DA is given below. IIT Madras has updated the syllabus for GATE 2027 DA. GATE 2027 DA Paper consists of 7 sections

    SectionSubject
    Section 1Probability and Statistics
    Section 2Linear Algebra
    Section 3Calculus and Optimization
    Section 4Programming, Data Structures and Algorithms
    Section 5Database Management and Warehousing
    Section 6Machine Learning
    Section 7AI

    For details refer to the GATE 2027 Syllabus for Data Science & Artificial Intelligence (DA)

    GATE DA Subject Wise Weightage 2027

    Before starting preparation, students should know how the GATE DA paper is spread across different subjects. The GATE DA subject wise weightage 2027 gives a basic idea of which sections may carry more questions and which ones may need more time during preparation. It can be read together with the syllabus and exam pattern for better planning.

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    Chapter NameWeightageNumber of Questions
    General Aptitude15.38%10
    AI9.23%6
    Calculus and Optimization3.08%2
    Database Management and Warehousing16.92%11
    Linear Algebra7.69%5
    Machine Learning13.85%9
    Probability and Statistics20.00%13
    Programming, Data Structures and Algorithms13.85%9
    GATE 2027 Syllabus (All Subjects)
    Download the GATE 2027 subject-wise syllabus PDF and prepare with the latest topics, section-wise weightage, and exam pattern for your chosen discipline.
    Check Now

    A comprehensive view of the weightage is given in the chart below to help you visualize the weightage better:

    GATE DA Subject Wise Weightage: Previous Years' Trend

    Looking at the previous years' trend of GATE DA subject wise weightage helps students understand how the focus of the paper has changed over time.

    Chapter Name202620252024Total

    Percentage Distribution

    Aptitude1010103015.38%
    Artificial Intelligence (AI)647178.72%
    Calculus and Optimization265136.67%
    Database Management and Warehousing11742211.28%
    Linear Algebra586199.74%
    Machine Learning99102814.36%
    Probability and Statistics1312103517.95%
    Programming, Data Structures, and Algorithms99133115.90%
    Total656565195100.00%
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    Why Should You Know the GATE DA Weightage

    Knowing the most weightage chapters for GATE 2027 DA Exam helps students prepare for the exam in a better way. Refer to the points given below on why you should know about high-weightage chapters for GATE Exam 2027 for DA:
    1. Instead of studying any topic randomly, students can prepare the most important topics in a better way.
    2. GATE 2027 DA important topics help in scoring higher marks in less time.
    3. Helps students focus more on chapters that are being asked every year.

    Top 10 Important Topics for GATE DA 2027

    Below are some of the important topics for GATE DA 2027 based on recent paper trends.

    TopicQuestion Count
    Programming in Python4
    Logic, Propositional and Predicate Logic4
    Counting (Permutation and Combinations)2
    Eigenvalues and Eigenvectors2
    Indexing2
    SQL2
    Ridge Regression2
    Supervised Learning: Regression and Classification Problems2
    Clustering Algorithms2
    Search2

    How to Use GATE DA Weightage for Preparation 2027:

    The GATE DA weightage provides a rough idea about the subjects that have been asked more frequently in the exam. It helps the candidate to decide where to start, which sections require more focus and which topics can be delayed to the later stages of preparation. Best used in conjunction with the syllabus and previous years' question papers.

    • Begin with the subjects that have shown higher weightage in previous years.
    • Finish the important topics from Probability and Statistics, Programming, and Machine Learning early in the preparation.
    • Don’t give equal time to every section. Use the weightage trend to divide study time among subjects.
    • Do not push General Aptitude to the last stage of preparation.
    • Solve previous year GATE DA papers to see which topics are asked repeatedly.
    • Make short notes of formulas, concepts, and most asked questions for quick revision.
    • Once you have completed the important topics, give mock tests and work on your weaknesses.

    Frequently Asked Questions (FAQs)

    Q: What is the subject-wise weightage of GATE DA 2027?
    A:

    The GATE DA subject-wise weightage 2027 shows the approximate number of questions asked from each subject in the Data Science and Artificial Intelligence paper. It helps students understand which sections have higher weightage and need more focus during preparation.

    Q: What are the types of questions asked in GATE DA?
    A:

    The type of questions asked in GATE DA are 

    (a) Multiple Choice Questions (MCQ)

    (b) Multiple Select Questions (MSQ) and/or

    (c) Numerical Answer Type (NAT) Questions

    Q: Which subjects carry the highest weightage in GATE DA?
    A:

    Based on recent paper trends, Probability and Statistics, Programming, Data Structures and Algorithms, Machine Learning, and General Aptitude are among the important sections in the GATE DA paper. However, candidates should prepare according to the complete syllabus and not rely only on weightage.

    Q: How can I use the GATE DA weightage for preparation?
    A:

    Candidates can use the GATE DA weightage to identify important subjects, plan study time, and decide which topics should be covered first. It should be used along with the official syllabus, exam pattern, and previous year question papers.

    Q: What are the important topics for GATE DA 2027?
    A:

    Some of the important topics for GATE DA 2027 include Programming in Python, Logic, Permutation and Combination, Eigenvalues and Eigenvectors, SQL, Indexing, Ridge Regression, Clustering Algorithms, and Search. Candidates should also check previous year papers to understand topic-wise trends.

    Q: Are previous years’ GATE DA papers useful for understanding weightage?
    A:

    Yes, previous years’ GATE DA question papers are useful for understanding subject-wise weightage, important topics, and the type of questions asked in the exam. They also help candidates identify repeated concepts from the syllabus. 

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