Most Scoring Chapters in GATE 2026 DA - Data Science and AI High Scoring Topics

Most Scoring Chapters in GATE 2026 DA - Data Science and AI High Scoring Topics

Shivani PooniaUpdated on 26 Nov 2025, 10:25 AM IST

The GATE 2026 Data Analytics (DA) exam demands smart preparation, and focusing on the most scoring topics can make a decisive difference. Chapters like Data Structures, Probability, and General Aptitude have consistently shown high weightage in past papers, making them key areas for maximizing scores. Prioritizing these along with other frequently asked topics helps aspirants approach the exam with confidence and efficiency.

This Story also Contains

  1. Most Scoring Chapters in GATE 2026 DA
  2. Study Tips for Scoring High in GATE 2026 DA
  3. Tips to Relax during GATE 2026 Preparation
Most Scoring Chapters in GATE 2026 DA - Data Science and AI High Scoring Topics
Most Scoring Chapters in GATE 2026 DA

Being one of the most competitive national-level exams, GATE 2026 serves as a gateway to M.Tech, M.Phil., and Ph.D. admissions, as well as PSU recruitment and scholarships. For DA aspirants, having a strong grip over conceptual foundations and practicing high-yield topics regularly is essential. With the exam scheduled for February 7, 8, 14 & 15, 2026, now is the ideal time to strategically refine preparation, focus on repeated patterns, and strengthen problem-solving skills to secure a top rank.

Most Scoring Chapters in GATE 2026 DA

The GATE 2026 Data Analytics (DA) exam is one of the most specialized and competitive national-level entrance tests in India, designed for aspirants aiming for M.Tech, M.Phil., Ph.D. admissions, prestigious scholarships, and PSU recruitment. Securing a top rank in DA requires not only conceptual clarity but also a strategic focus on chapters with higher weightage and consistent question patterns. Prioritizing these high-yield areas allows candidates to allocate time efficiently, reduce last-minute stress, and strengthen their confidence on exam day.

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Topic

Key Subtopics

Why It's Scoring

Weightage (Approx.)

Aptitude

Quantitative Aptitude, Logical Reasoning, Data Interpretation, English Comprehension, Vocabulary

Highest single-section weightage; relatively easy with consistent practice.

15.38%

Signals and Systems (SS)

Time-domain & Frequency-domain Analysis, Laplace & Fourier Transforms, Convolution, LTI Systems

Systematic and formulaic, predictable problem-solving methods.

13.54%

Analog Circuits (AC)

Op-Amps, BJT/FET Amplifiers, Oscillators, Filters, Small-signal Analysis

Repetitive and formula-driven; mastering basics ensures high accuracy.

11.38%

Engineering Mathematics (EM)

Linear Algebra, Probability, Complex Variables, Calculus, Differential Equations

Direct formula-based problems; overlaps with other core subjects.

11.08%

Communications (COMM)

Analog & Digital Communication, Modulation Techniques, Sampling, Noise Analysis

Questions follow standard patterns; high scoring with practice.

9.23%

Control Systems (CS)

Transfer Functions, Stability Analysis, Root Locus, Frequency Response, PID Controllers

Conceptual but structured; once understood, solutions are quick.

8.62%

Electronic Devices (ED)

Diodes, BJTs, MOSFETs, Semiconductor Physics, Rectifiers

Formula-based; device behavior is predictable with practice.

8.62%

Digital Circuits (DC)

Boolean Algebra, Logic Gates, Combinational & Sequential Circuits, Flip-Flops, Counters

Deterministic and direct-answer questions; easy scoring with revision.

7.69%

Networks, Signals and Systems (NSS)

Circuit Theorems, Mesh/Node Analysis, Transient & Steady-state Analysis

Straightforward application of theorems and basic formulas.

7.38%

Electromagnetics (EMT)

Maxwell’s Equations, Transmission Lines, Waveguides, Antennas

Formula-heavy but limited concepts; mastery leads to high scores.

6.77%


Study Tips for Scoring High in GATE 2026 DA

  1. Mastering the GATE DA Syllabus: Where to Begin
    First things first: approach the syllabus with intention. Print it out, keep it visible, and familiarize yourself with every section. Subjects such as Probability & Statistics, Linear Algebra, Machine Learning, Data Management, and Programming Concepts consistently hold greater significance in the exam. A thorough analysis of previous years’ papers allows you to prioritize topics based on their frequency and weightage. Organize your study schedule around these high-impact areas, but be careful not to overlook less prominent topics. Visual progress tracking, such as marking completed sections, can greatly enhance motivation and focus.

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  1. Strengthen Fundamental Mathematical Skills
    Given the exam’s emphasis on mathematical reasoning, it is essential to develop a deep understanding of foundational concepts: matrix algebra, eigenvalues, regression analysis, hypothesis testing, and optimization methods are all crucial. Rather than relying solely on memorization, strive to comprehend the underlying principles. This approach enables flexible problem-solving, especially when faced with novel or nuanced questions. Regularly practice derivations and work through variations to reinforce adaptability.

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  1. Develop Proficiency in Coding and Data Analysis
    GATE DA requires not only theoretical knowledge but also practical skills in algorithmic thinking and data interpretation. Proficiency in languages such as Python, R, or SQL is highly advantageous for manipulating data and implementing solutions. Additionally, practice interpreting complex graphs, charts, and datasets, as these frequently appear in the exam. Utilizing platforms like Kaggle, HackerRank, and LeetCode can provide valuable experience with real-world problems and foster both speed and accuracy.

  1. Practice with Previous Papers and Mock Tests
    Analyzing and solving past exam papers is indispensable for understanding question trends, topic distribution, and varying difficulty levels. Begin with untimed practice to ensure conceptual clarity, then progress to timed mock exams to simulate the actual testing environment. After each attempt, conduct a thorough review of errors—determine whether they stemmed from conceptual gaps, misreading, or time constraints, and address them promptly. Over time, this iterative process will build both confidence and precision.

  1. Employ a Strategic Revision Plan
    Rather than resorting to last-minute cramming, implement an ongoing revision schedule. Consistently revisit previously studied material each week, even as you advance to new topics. Maintain concise handwritten notes, formula sheets, and summary cards for efficient last-minute reviews. Flashcards can be particularly helpful for reinforcing statistical terms, machine learning algorithms, and SQL commands. In the final two weeks, focus your attention on high-weightage topics, weaker areas, and comprehensive mock test analysis, rather than attempting to learn unfamiliar material.


Tips to Relax during GATE 2026 Preparation

1. Follow the “50-10 Rule” for Study Sessions

The “50-10 Rule” can be highly effective for academic study routines. Essentially, this means studying in concentrated 50-minute blocks followed by a 10-minute break. During that short break, it’s important to step away from your materials—stand up, move around, hydrate, or simply look outside. This brief pause helps reset your mind and reduces cognitive fatigue, supporting sustained focus.

2. Practice Deep Breathing or Meditation Daily

Incorporating deep breathing or meditation into your daily habits can significantly enhance concentration. Even dedicating just five minutes before a study session makes a difference. The 4-7-8 breathing method—inhaling for four seconds, holding for seven, exhaling for eight—has demonstrated benefits for stress reduction. Utilizing mindfulness tools or apps such as Headspace or Calm can further support mental clarity and focus.

3. Move Your Body

Regular physical movement is crucial for both physical and cognitive well-being. Activities such as yoga, walking, cycling, or even skipping for 20–30 minutes a day can improve blood flow, enhance memory retention, and lower exam-related stress. Physical exercise is strongly linked to improved academic performance.

4. Maintain a Proper Sleep Cycle

Maintaining a consistent sleep schedule is essential. Avoid the temptation to study late into the night on a regular basis. Aim for seven to eight hours of high-quality sleep each night; this is when your brain consolidates newly acquired knowledge. Insufficient sleep can undermine the progress made during study sessions.

5. Avoid Overloading Your Mind

Finally, it is advisable not to overload your mind by studying too many new topics in a single day. Tackling excessive material at once can lead to confusion and heightened stress. Instead, focus on one or two major areas each day, and allow additional time for light review and reinforcement of previously learned concepts. This approach promotes deeper understanding and long-term retention.



Frequently Asked Questions (FAQs)

Q: Which chapters related to GATE 2026 DA are most scoring?
A:

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.

Q: Which topics are best suited for quick preparation of GATE 2026 DA?
A:

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.

Q: What weightage each paper carries in GATE DA 2026?
A:

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

On Question asked by student community

Have a question related to GATE ?

Hello aspirant,

If you missed the correction window for GATE 2026, the portal will not allow changes right now. Usually, IIT opens a correction period only once. Since you need to change your surname, the best option is to contact the GATE organizing institute through their official support email or helpline and explain your issue with valid proof like your Aadhaar or school documents. They sometimes allow corrections in genuine cases, but it depends on their approval. Make sure to keep all documents ready when you contact them.

FOR REFERENCE : https://engineering. careers360.com/articles/gate-application-form-correction

THANK YOU

Hi Aanchal,

Balancing Engineering semester exams with competitive exam preparation can feel confusing but with right and realistic routine makes it very achievable.

Start by dividing your day into two parts: use college hours and afternoons for semester prep and keep early mornings or late evenings for GATE prep.

Make weekly targets instead of daily pressure, revise class notes on the same day.

Use weekends for mock tests, previous year papers and deeper revision.

Try to limit social media, study in 40 to 50 mins focused blocks and take short breaks.

Most importantly stay consistent and give yourself patience.

With consistent timetable and steady effort you can manage both in smooth. All the best Aanchal!

If you are interested in Development Studies and planning to appear for GATE XH C6 (Sociology), then you are already moving in the right direction. Having a backlog does not disqualify you from pursuing higher studies, as long as you clear it before the admission process begins. Since you mentioned that you can clear the backlog before February 2026, it should not affect your eligibility for PG admissions. Most universities require a completed bachelor’s degree with no active backlog at the time of admission.

Your CGPA of 6.9 is acceptable for many institutes, although some top institutes may have higher cutoffs. Your interest in sociology and Development Studies will be helpful because the GATE XH paper tests conceptual understanding. If you prepare consistently and score well in GATE, you can apply to reputed institutes offering Development Studies such as IITs, TISS, JNU, Azim Premji University, and others.

Focus on clearing your remaining backlog and continue your GATE preparation strongly. If you balance both, you can build a good academic profile for admission into Development Studies. All the best.


Hello,

You can change your category in the GATE application by logging into the GOAPS portal during the correction window and using the "Edit GATE Application Form" option to make the change. You will likely need to pay an additional fee for the change and may need to provide a valid category certificate.

I hope it will clear your query!!

Hello,

Other than the GATE exam, admission to MTech programs in Data Science/AI for 2026 includes university-specific entrance tests like VITMEE, BITS HD Entrance Test, and SRMJEEE PG, as well as state-level common entrance tests such as Karnataka PGCET and TS PGECET.

I hope it will clear your query!!