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 Jul 02, 2025 02:15 PM IST | #GATE

Most Scoring Chapters in GATE 2026 DA- The chapters and topics that can fetch good marks in GATE 2026 are listed here. Data Structures, Probability, and General Aptitude are some of the high-weightage chapters for the GATE DA exam 2026. GATE 2026 is a national-level test for admission to M.Tech, M.Phil., and Ph.D. courses in India’s top institutions, along with special scholarships and PSU job vacancies. GATE is highly competitive, and Data Analytics (DA), in particular, is a specialized field that requires a clear strategy and strong conceptual preparation. Identifying most scoring topics such as frequently asked chapters is important for optimizing preparation and achieving a high rank. The GATE 2026 exam is happening in February 2026.

This Story also Contains
  1. Importance of Identifying High-Scoring Chapters
  2. Most Scoring Chapters in GATE 2026 DA
  3. Most Scoring Topics in GATE 2026 DA
  4. Weightage of Subjects in GATE DA 2026
  5. Study Tips for Scoring High in GATE 2026 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

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 2026, candidates can prioritize their efforts on the GATE subject-wise weightage for DA 2026 to achieve the best results. Concentrating on the most scoring chapters in GATE 2026 DA not only boosts confidence but also ensures optimal use of study time.

Most Scoring Chapters in GATE 2026 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 2026 DA and should form the core of your preparation strategy.

Most Scoring Topics in GATE 2026 DA

For better clarity, here is a breakdown of the most scoring topics in GATE 2026 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 2026 DA most scoring topics are essential for building a strong conceptual foundation and solving questions accurately.

Weightage of Subjects in GATE DA 2026

Understanding the weightage of subjects in GATE DA 2026 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 2026 highlights the importance of focusing on the core and high-weightage subjects.

Study Tips for Scoring High in GATE 2026 DA

  • Prioritize High-Weightage Chapters: Start with the most scoring chapters in GATE 2026 DA to build confidence.

  • Focus on High-Scoring Topics: Concentrate on the most scoring topics in GATE 2026 DA within each chapter.

  • Regular Practice: Solve topic-specific problems to gain proficiency in the GATE 2026 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 2026 DA periodically to retain key concepts.

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Identifying and studying for the GATE 2026 DA exam and focusing on the most scoring topics in GATE 2026 DA is a good line of action. To achieve success in GATE 2026 DA, to learn about the weightage of subjects in GATE da 2026 and GATE Subject wise weightage for da 2026, implies that aspirants can manage some topics based on GATE 2026 DA weightage.

Candidates concerned on scheduling can benefit from carefully focusing on the above discussed GATE 2026 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 2026 DA are most scoring?

The chapters with most overall scores in GATE 2026 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 2026 DA?

The topics with high scores in GATE 2026 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 2026?

This weightage of subjects in GATE DA 2026 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 ?

Hello aspirant,
Yes, the registration for CEAP (Common Engineering Admission Procedure) for GATE-qualified candidates is now open on Anna University’s counselling portal. You can log in using your GATE credentials and complete the online registration, including payment and choice filling. After that, seat allotments will start once all registrations are processed. Keep an eye on the official portal for any updates regarding choice submission deadlines and seat allotment dates.

Yes, it is possible to get admitted to some government postgraduate (PG) programs, including M.Tech, without a GATE score. While GATE is a common and often preferred route for admission to many government institutions, especially IITs and NITs, several alternatives exist.

Here's how you can pursue PG programs without GATE:

Sponsored Seats:

Many IITs and NITs offer sponsored seats in their M.Tech programs. These seats are often available to candidates with relevant work experience (usually at least two years) in a related field.

Quality Improvement Programme (QIP):

This program allows individuals already working in academic institutions to pursue M.Tech degrees at IITs and other institutions without a GATE score.

Entrance Exams Conducted by Specific Institutions:

Some institutions, including IITs and NITs, may conduct their own entrance exams or interviews for specific M.Tech programs, especially for those not seeking GATE-based admission.

State-Level Entrance Exams:

Some state governments conduct their own entrance exams for postgraduate programs in state-funded universities and colleges.

Merit-Based Admission:

Some institutions may offer admission based on academic merit, considering your undergraduate performance and other relevant factors.

Private Institutions:

Private universities and colleges often offer M.Tech programs without mandatory GATE scores, relying on their own entrance exams, interviews, or merit-based admissions.

Study Abroad:

Consider pursuing an MS degree abroad, as many international universities have their own admission criteria, which may not include GATE.

Important Considerations:

Eligibility Criteria: Ensure you meet the specific eligibility criteria of the institution and program you are interested in, as these may vary.

Application Deadlines: Be aware of the application deadlines for each institution and program.

Alternative Exams: If you are considering an institution that conducts its own entrance exam, familiarize yourself with the exam pattern and syllabus.

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 .

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