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    Most Scoring Chapters in GATE 2027 DA - Data Science and AI High Scoring Topics

    Most Scoring Chapters in GATE 2027 DA - Data Science and AI High Scoring Topics

    Shivani PooniaUpdated on 02 Jul 2026, 01:39 PM IST

    Most Scoring Chapters in GATE 2027 DA- The GATE DA most scoring chapters 2027 are those which have always been scoring higher marks in past years and provide good scoring opportunities with proper preparation. All the topics covered in the syllabus are important but candidates can improve their scores and use their preparation time more effectively by concentrating on the high weightage chapters of GATE DA. The subjects which have consistently contributed a large number of questions in the exam are Engineering Mathematics, Probability and Statistics, Programming, Data Structures and Algorithms, Machine Learning, Database Management and General Aptitude.

    This Story also Contains

    1. GATE DA 2027 Most Scoring Chapters
    2. Most Important Topics in GATE DA 2027
    3. GATE DA Previous Year Weightage Analysis
    4. How to Prepare High-Weightage Chapters for GATE DA 2027
    5. How to Identify High-Weightage Chapters in GATE DA 2027
    6. Can You Crack GATE DA 2027 by Studying Only High-Weightage Chapters?
    7. Common Mistakes to Avoid While Preparing for GATE DA 2027
    Most Scoring Chapters in GATE 2027 DA - Data Science and AI High Scoring Topics
    Most Scoring Chapters in GATE DA 2027

    A smart preparation strategy should be a mix of GATE DA chapter wise weightage 2027, previous year trends and conceptual understanding instead of selective study. Analysing GATE DA previous year weightage helps to know about the recurring topics and get an idea about the overall difficulty level of the examination. But aspirants should remember that the last year's question paper can be different each year, so it’s equally important to cover the complete syllabus. The below-mentioned sections talk about the most scoring chapters in GATE DA, important topics, previous year analysis, and preparation tips that help the candidates to prepare for GATE 2027 strategically.

    GATE DA 2027 Most Scoring Chapters

    Knowing the most scoring chapters of GATE DA 2027 helps candidates to decide which subjects should be given priority while preparing. While the actual paper pattern may vary every year, some chapters have consistently contributed a higher number of questions in previous exams. If the students have a clear understanding of the concepts, they can increase their chances of scoring well by focusing on these high weightage GATE DA chapters. GATE DA important subjects and their weightage are given in the table below.

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    Chapter Name

    Number of Questions

    Weightage

    Probability and Statistics

    13

    20%

    Database Management and Warehousing

    11

    16.92%

    General Aptitude

    10

    15.38%

    Machine Learning

    9

    13.85%

    Programming, Data Structures and Algorithms

    9

    13.85%

    AI

    6

    9.23%

    Linear Algebra

    5

    7.69%

    Calculus and Optimization

    2

    3.08%

    Most Important Topics in GATE DA 2027

    Studying the right chapters is only part of the preparation. Candidates must also know the GATE DA important topics 2027 of each subject as these topics are asked in the examination. Thorough coverage of these topics will lead to better conceptual understanding and better performance in both numerical and theoretical questions. The table below has the GATE Data Science and AI important chapters and topics that candidates should prioritise while preparing for GATE DA 2027.

    Chapter

    Topic

    Question Count

    Programming, Data Structures and Algorithms

    Programming in Python

    4

    AI

    Logic, Propositional and Predicate Logic

    4

    Probability and Statistics

    Counting (Permutation and Combinations)

    2

    Linear Algebra

    Eigenvalues and Eigenvectors

    2

    Database Management and Warehousing

    Indexing

    2

    Database Management and Warehousing

    SQL

    2

    Machine Learning

    Ridge Regression

    2

    Machine Learning

    Supervised Learning: Regression and Classification Problems

    2

    Machine Learning

    Clustering Algorithms

    2

    AI

    Search

    2

    GATE DA Previous Year Weightage Analysis

    A review of the GATE DA previous year weightage can give candidates an idea about the distribution of questions over the years. The weightage varies from exam to exam but the recurring trends may help the candidates to know the subjects that require more time for preparation.

    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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    How to Prepare High-Weightage Chapters for GATE DA 2027

    • Start your preparation with high weightage chapters for GATE DA, and then move on to low weightage chapters.

    • Solve past year question papers to get an idea of the questions asked.

    • Practice questions of each topic regularly to improve accuracy.

    • Take mock tests to assess your preparation level.

    • Key formulas, algorithms and programming concepts are updated weekly.

    • Make short notes for quick revision in the last few days.

    • Concentrate on understanding concepts rather than simply remembering the answers.

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    How to Identify High-Weightage Chapters in GATE DA 2027

    • Review last year question papers and understand which chapters were repeated in previous years.

    • GATE DA subject wise weightage 2027 vs Previous Exam Trends.

    • Consult the official syllabus and tick off core subjects.

    • Find the chapters that have numerical questions and conceptual questions.

    • Prioritise subjects that have been recurring over several years.

    • Mock test analysis to find the recurring topics.

    Can You Crack GATE DA 2027 by Studying Only High-Weightage Chapters?

    • High weightage chapters can increase your score but they should not be the only thing you focus on.

    • Questions are set from any part of the syllabus.

    • You could be missing out on easy marks by ignoring low-weightage chapters.

    • Cover the complete syllabus with extra time to scoring chapters.

    • Revise the complete syllabus before the exam.

    • Make a balanced GATE DA preparation method rather than doing selective study

    Common Mistakes to Avoid While Preparing for GATE DA 2027

    • Leaving aside Engineering Mathematics and General Aptitude.

    • Not reviewing a topic after learning it.

    • Relying just on theory without practicing questions.

    • Not solving previous year question papers.

    • Waiting for mock tests until the last weeks.

    • Spending too much time on one subject at the cost of others.

    • Studying without a proper revision timetable or plan.


    Frequently Asked Questions (FAQs)

    Q: Which are the most scoring chapters in GATE DA 2027?
    A:

    Probability and Statistics, Machine Learning, Programming, Data Structures and Algorithms, Database Management, General Aptitude, and Artificial Intelligence are among the highest-scoring chapters based on previous year trends.

    Q: Is it enough to prepare only high-weightage chapters for GATE DA?
    A:

    No. High-weightage chapters can improve your score, but covering the complete syllabus is important because questions can be asked from any topic.

    Q: Which subject carries the highest weightage in GATE DA?
    A:

    Based on previous years' analysis, Probability and Statistics has consistently carried one of the highest weightages in the GATE DA paper. 

    Q: Does the chapter-wise weightage remain the same every year?
    A:

    No, the weightage varies every year, but certain subjects have consistently contributed more questions over multiple GATE exams

    Q: How should I prioritise chapters for GATE DA preparation?
    A:

    Start with high-weightage chapters, strengthen your fundamentals, solve previous year questions, and gradually cover the remaining syllabus.

    Q: How many questions are asked in the GATE DA exam?
    A:

    The GATE DA paper consists of 65 questions carrying a total of 100 marks.

    Q: Is General Aptitude important in GATE DA?
    A:

    Yes, General Aptitude carries 15 marks and can significantly improve your overall GATE score with regular practice.

    Q: Are previous year question papers enough for GATE DA preparation?
    A:

    Previous year papers are essential for understanding the exam pattern and important topics, but they should be complemented with syllabus coverage and mock tests.

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    Questions related to GATE

    On Question asked by student community

    Have a question related to GATE ?

    Hey there,

    The official GATE 2027 syllabus has not been released yet. However, the Heat Transfer syllabus is expected to remain similar to previous years. It generally includes:

    • Modes of heat transfer (conduction, convection, radiation)
    • One-dimensional steady and unsteady heat conduction
    • Thermal resistance and electrical analogy
    • Heat transfer through fins

    Hello,

    With a GATE score of around 400, admission to M.Tech (IT) depends on your qualifying paper, category, institute, and the cutoff of the participating colleges.

    You may have chances in some NITs, IIITs, state universities, and other institutes, while admission to top IITs may be more competitive.

    Please mention

    Hello Dear Student,

    Yes, B.Sc. Artificial Intelligence students can absolutely appear for the GATE exam after completing their degree. Graduates with a regular 3-year or 4-year B.Sc. are eligible, and you can specifically apply for the Data Science and Artificial Intelligence (DA) paper, making it highly relevant to your background.