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    GATE DA Subject Wise Weightage 2026 - AI Topic Wise Marks Distribution

    GATE DA Subject Wise Weightage 2026 - AI Topic Wise Marks Distribution

    Shivani PooniaUpdated on 22 Jun 2026, 11:55 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. It gives a fair idea of which sections have been asked more often in the exam and which areas may need more preparation. It also helps candidates decide what to study first and which subjects should be revised more regularly. 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 2026 - AI Topic Wise Marks Distribution
    GATE DA Subject Wise Weightage 2027- AI Topic Wise Marks Distribution

    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.

    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
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    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. It also gives a clearer picture of the subjects that have appeared regularly in the exam.

    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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    Top 10 Important Topics for GATE DA 2027

    Some topics in the GATE DA syllabus have been asked again and again in previous years and are still important for GATE 2027 preparation. By focusing on these areas, students can cover the important portion of the syllabus first and get an idea of the type of questions asked in the exam pattern. 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
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    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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