Most Scoring Chapters in GATE 2025 DA - Data Science and AI High Scoring Topics

Most Scoring Chapters in GATE 2025 DA - Data Science and AI High Scoring Topics

Edited By Shivani Poonia | Updated on Jan 30, 2025 12:18 PM IST | #GATE

Most Scoring Chapters in GATE 2025 DA- The chapters and topics that can fetch good marks in GATE 2025 are listed here. Data Structures, Probability, General Aptitude are some of the high-weigtage chapters for GATE DA exam 2025. Graduate Aptitude Test in Engineering (GATE) is an national-level test for admission to Master of Technology/Engineering, Master of Philosophy, and Doctor of Philosophy courses in India’s popular institutions, special scholarships, and job vacancies in Public Sector Undertakings (PSUs). GATE is a very Competitive option and Data Analytics (DA) in specific is a specialized area that needs proper Strategy and concepts to crack. The utilization of score point identification measures such as the most scoring chapters in GATE 2025 is important for optimizing preparation and getting a high ranking.The GATE 2025 exam, scheduled for February 1, 2, 15, and 16, 2025. Admit Card for the exam is now released.

This Story also Contains
  1. Importance of Identifying High-Scoring Chapters
  2. Most Scoring Chapters in GATE 2025 DA
  3. Most Scoring Topics in GATE 2025 DA
  4. Weightage of Subjects in GATE DA 2025
  5. Study Tips for Scoring High in GATE 2025 DA
Most Scoring Chapters in GATE 2025 DA - Data Science and AI High Scoring Topics
Most Scoring Chapters in GATE 2025 DA - Data Science and AI High Scoring Topics

Details on chapters that appeared frequently in GATE 2025, a look at the topic areas that did well in GATE 2025 DA, and bringing into the discussion, an analytical exploration of the GATE 2025 DA most scoring topics so that aspirants can draw an effective, strategized plan.

Importance of Identifying High-Scoring Chapters

Strategic preparation involves focusing on topics that carry significant weight in the exam. By understanding the weightage of subjects in GATE DA 2025, candidates can prioritize their efforts on the GATE subject-wise weightage for DA 2025 to achieve the best results. Concentrating on the most scoring chapters in GATE 2025 DA not only boosts confidence but also ensures optimal use of study time.

Most Scoring Chapters in GATE 2025 DA

Chapter

Weightage (%)

Reason for High Scoring

Probability and Statistics

12–15%

Foundational concepts applicable across multiple questions; scoring due to direct applications.

Linear Algebra

8–12%

Core concepts like matrix operations and eigenvalues are frequently tested.

Data Structures

10–14%

High weightage for algorithmic efficiency and problem-solving.

Machine Learning Basics

8–10%

Conceptual clarity on supervised and unsupervised learning ensures straightforward scoring opportunities.

Optimization Techniques

6–10%

Frequently tested; clear understanding can fetch easy marks.

Database Systems

5–8%

Practical questions based on normalization, indexing, and transactions.

General Aptitude

15%

Universal section; strong aptitude can significantly boost your overall score.

The chapters listed above constitute the most scoring chapters in GATE 2025 DA and should form the core of your preparation strategy.

Most Scoring Topics in GATE 2025 DA

For better clarity, here is a breakdown of the most scoring topics in GATE 2025 DA within these high-weightage chapters:

Chapter

Most Scoring Topics

Probability and Statistics

Bayes Theorem, Random Variables, Probability Distributions

Linear Algebra

Matrix Operations, Eigenvalues, Vector Spaces

Data Structures

Trees, Graphs, Hashing, Arrays

Machine Learning Basics

Classification, Clustering, Linear Regression

Optimization Techniques

Linear Programming, Gradient Descent

Database Systems

SQL Queries, Normalization, Transaction Management

These GATE 2025 DA most scoring topics are essential for building a strong conceptual foundation and solving questions accurately.

Weightage of Subjects in GATE DA 2025

Understanding the weightage of subjects in GATE DA 2025 is essential for crafting a balanced study plan. Below is an estimate of subject-wise weightage based on past trends:

Subject

Weightage (%)

Data Analytics Core

40–50%

General Mathematics

20–25%

General Aptitude

15%

Programming and Algorithms

10–15%

This breakdown of the GATE subject-wise weightage for DA 2025 highlights the importance of focusing on the core and high-weightage subjects.

Study Tips for Scoring High in GATE 2025 DA

  • Prioritize High-Weightage Chapters: Start with the most scoring chapters in GATE 2025 DA to build confidence.

  • Focus on High-Scoring Topics: Concentrate on the most scoring topics in GATE 2025 DA within each chapter.

  • Regular Practice: Solve topic-specific problems to gain proficiency in the GATE 2025 DA most scoring topics.

  • Analyze Mock Tests: Evaluate performance to identify areas of improvement in high-weightage subjects.

  • Revise Consistently: Revise the most scoring chapters in GATE 2025 DA periodically to retain key concepts.

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Identifying and studying for the GATE 2025 DA exam and focusing on the most scoring topics in GATE 2025 DA a good line of action. To achieve success in GATE 2025 DA, to learn about the weightage of subjects in GATE da 2025 and GATE Subject wise weightage for da 2025, implies that aspirants can manage some topics based on GATE 2025 DA weightage.

Candidates concerned on scheduling can benefit from carefully focusing on the above discussed GATE 2025 DA most scoring topics and attempt to achieve the greatest score possible in an allotted time, hence attaining a high rank.

Frequently Asked Questions (FAQs)

1. Which chapters related to GATE 2025 DA are most scoring?

The chapters with most overall scores in GATE 2025 DA are 

  • Probability and Statistics

  • Linear Algebra

  •  Data Structures

  •  Machine Learning Basics

  •  Optimization Techniques

  •  Database Systems

These chapters carry good weightage and chances of appearing in the exam are pretty high.

2. Which topics are best suited for quick preparation of GATE 2025 DA?

The topics with high scores in GATE 2025 DA are Bayes Theorem, Random Variables, Matrix Operations, Trees, Clustering, Linear Programming. These are the best and most important for the purpose of getting the best marks.

3. What weightage each paper carries in GATE DA 2025?

This weightage of subjects in GATE DA 2025 are as follows: 

  • 40-50% for Data Analytics, which is core subject

  • 20-25% General Mathematics

  • 15% General Aptitude 

  • 10-15% Programming and Algorithms. 

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Questions related to GATE

Have a question related to GATE ?

Congratulations on securing an All India Rank of eight hundred seventy five in GATE Exam this is a very good achievement and opens up several opportunities first you can apply for postgraduate programs like MTech or ME in top institutes including IITs NITs and other centrally funded universities during the counselling sessions such as CCMT or institute level admissions your rank is strong enough for branches like core engineering computer science electrical mechanical and more in good as well as premier institutes second many public sector undertakings recruit graduates based on GATE scores companies like Indian Oil Corporation NTPC ONGC PowerGrid and BHEL consider candidates with high GATE ranks for engineering roles third you can also explore teaching and research assistant positions in technical institutes where GATE qualified candidates are preferred fourth if you are interested in further studies you could go for dual degree PhD or integrated research programs which require strong GATE scores to get scholarships and fellowships your rank makes you eligible for financial assistance under MHRD or institute specific schemes in summary with All India Rank eight hundred seventy five you are well placed for MTech admission jobs in PSUs academic or research careers and other advanced opportunities Let me know if you would like specific college or program recommendations under the same format

Hello Aspirant,

In the NIT Surathkal GATE cutoff list, G1 and G2 refer to seat categories for admission through CCMT counselling.

G1: General pool of seats—includes all primary category seats like General, OBC-NCL, SC, ST, EWS, PwD.

G2: Additional or supernumerary seats—may include seats reserved for specific categories (e.g., industry-sponsored, foreign nationals, or special quotas) depending on the institute’s policy.

For most candidates applying through GATE via CCMT, G1 is the main seat category you should focus on.

All the best for your M.Tech admission process.

Dear Candidate ,
You can download the GATE2026 Chemical Engineering syllabus PDF from the Careers360 site , to download follow the steps :
- Visit the Careers360 syllabus page
- Go to the " GATE Chemical Engineering Syllabus 2026 - Download CH Syllabus PDF " article .
- Locate the PDF Link .
- Download the PDF .
- If the link is not active yet , refresh the page periodically - Careers360 updates it soon after the official syllabus is  released .

hello aspirant,


  • Know the Exam Pattern
    GATE has three parts: General Aptitude (15 marks), Engineering Mathematics (10–13 marks), and your Core Subject (70+ marks). Knowing this helps you plan your focus.

  • Check the Syllabus
    Download the latest GATE syllabus for your specific branch. Start with high-weightage topics and make sure you cover everything that’s important.

  • Make a Study Plan
    Set a simple and realistic daily routine. Try to study 4–6 hours a day and set weekly targets. Always keep time for revision and solving mock tests.

  • Use the Right Books
    Stick to standard textbooks and good GATE preparation materials like Made Easy or ACE. Don’t overload yourself with too many books—choose wisely and revise them well.

  • Practice a Lot
    Solve previous years’ GATE papers to understand the question pattern. Practice topic-wise problems regularly and focus more on numerical-type questions.

  • Take Mock Tests
    Join a test series and give mock exams regularly. After every test, check what went wrong and work on those weak areas. This helps improve speed and accuracy.

  • Revise and Stay Calm
    Make a short notebook of formulas and key points. Revise it often. Also, take care of your health, sleep well, and don’t panic. Staying relaxed is just as important as studying.


    Start where you are, use what you have, and do what you can — every small step counts.
    All the very best for your exam preparation journey.

You have practice and better technical skills due to both your advanced education and your 3 years of work in this field.


To further enhance your career prospects, consider:

[It would also help to] choose advanced topics, like Lean Manufacturing, Six Sigma, or Industry 4.0, to learn more.

- Participate in industry occasions to meet other experts and prospective employers.

To enhance your skills and open up management roles, you can go for an MTech or an MBA.


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