VIT Bhopal University | M.Tech Admissions 2025
M.Tech admissions open @ VIT Bhopal University | Highest CTC 52 LPA | Apply now
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.
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.
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.
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. |
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.
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 |
Matrix Operations, Eigenvalues, Vector Spaces | |
Data Structures | Trees, Graphs, Hashing, Arrays |
Machine Learning Basics | Classification, Clustering, Linear Regression |
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.
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% |
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.
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.
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.
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.
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.
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.
Counselling Date:03 June,2025 - 15 July,2025
Admit Card Date:07 June,2025 - 19 June,2025
Hello,
Yes, it is possible to join an ME without writing GATE. You can consider universities such as VIT, SRM, and Amity which conduct their own entrance test or take admission based on merit. Several states conduct their own entrance exams like TANCET in Tamil Nadu, PGCET in Karnataka, and MAH-CET in Maharashtra.
Hope this helps. All the best!
Hello Ansh,
Whether you can get admission in the Computer Science (CS) or Electronics and Communication Engineering (ECE) branch depends on several key factors:
Entrance Exam Rank/Score : Your performance in entrance exams like JEE Mains, JEE Advanced, state-level exams (like KCET, AP EAMCET, TS EAMCET), or university-specific exams plays a major role. A high rank increases your chances for CS or ECE.
Category and Reservation : SC, ST, OBC, EWS, or other reserved categories may have lower cut-off ranks for CS and ECE branches.
College Preference : Top colleges like IITs, NITs, IIITs, and top private universities have higher cut-offs for CS and ECE. Mid-tier or private colleges may offer more flexibility with lower ranks.
State Quota vs. All India Quota : Home state students often have a better chance under the state quota.
Gender-Based Quotas : Some institutions offer female-only seats or relaxed cut-offs for girls.
If you mention your entrance exam name, rank or percentile, category, and state, I can give a more specific answer.
I hope this answer helps you. If you have more queries, feel free to share your questions with us, and we will be happy to assist you.
Thank you, and I wish you all the best in your bright future.
Hello there,
Yes, you can get admission to M.Tech at CBIT without a GATE score by qualifying through TSPGECET.
You must have a B.Tech or equivalent degree in a related field.
If you have a valid TSPGECET rank, you can apply under the regular counseling process (Category A).
If you do not have a TSPGECET rank, you may apply under Category B (management quota), where admission is based on your qualifying degree marks and seat availability.
M.Tech specializations at CBIT include Computer Science Engineering, Computer Networks and Information Security, Artificial Intelligence and Data Science, and Information Technology.
Cutoff ranks for TSPGECET vary every year depending on competition and seats.
Category B admissions do not have a fixed cutoff; selection depends on merit and seat availability.
For exact cutoffs and seat details, you need to check with CBIT or the Telangana State Council of Higher Education during the admission process.
I hope this answer helps you. If you have more queries, feel free to share your questions with us, and we will be happy to assist you.
Thank you, and I wish you all the best in your bright future.
GATE BT (Biotechnology) score of 350, you have a good chance of securing admission to Delhi Technological University (DTU) for M.Tech in Biotechnology or related programs.
Eligibility Criteria:
You must have a valid GATE score in Biotechnology (BT) or a related discipline.
A minimum of 60% (or equivalent CGPA) in your B.Tech/B.E (Biotech or related field) from a recognized university.
Cutoff Trends :
DTU's cutoff for GATE BT usually ranges between 300-400 (varies yearly based on competition.
Unfortunately, you've missed the GATE 2025 exam registration deadline, which was initially September 20, 2024, and later extended to October 3, 2024, for regular registration, with a late fee option available until October 7, 2024. Since the exam dates are already scheduled for February 1, 2, 15, and 16, 2025, you won't be able to apply for this year's exam.
However, here are some potential options to consider:
- Prepare for GATE 2026: You can start preparing for the next year's exam, ensuring you meet the eligibility criteria and stay updated on the application process.
- Explore other exams: Look into other entrance exams for postgraduate programs, such as those offered by individual universities or institutions.
- Check eligibility for other programs: If you're interested in pursuing a postgraduate degree, research other programs that don't require GATE scores.
To better prepare for future exams, focus on
- Understanding the syllabus: Familiarize yourself with the exam pattern, syllabus, and marking scheme.
- Creating a study plan: Develop a structured study schedule, covering all relevant topics.
- Practicing with mock tests: Regularly take practice tests to assess your knowledge and identify areas for improvement.
Keep in mind that GATE scores are valid for three years, so if you plan to take the exam in 2026, your score will be valid until 2029.
A flight attendant ensures passenger safety and comfort during flights. Key duties include conducting safety checks, assisting passengers, serving food and drinks, and managing emergencies. They must be well-trained in safety procedures and customer service. A high school diploma is typically required, followed by rigorous training to qualify for the role.
A Flight Engineer monitors and operates an aircraft’s complex systems like engines, fuel, and hydraulics during flight, ensuring optimal performance and safety. They assist pilots with technical issues, conduct inspections, and maintain records. This role requires strong technical knowledge, problem-solving, and communication skills. Training usually involves a degree in aviation or aerospace engineering and specialised certification.
An Aircrew Officer operates and navigates aircraft, ensuring safe flights and compliance with aviation regulations. Key duties include managing flight systems, conducting pre- and post-flight checks, and adhering to safety standards. The role typically requires working five days a week, with around 120 flight hours monthly. Employment may be contractual or permanent, depending on the airline.
An aerospace engineer designs, develops, tests, and maintains aircraft, spacecraft, and related systems. They apply physics and engineering principles to improve aerospace technologies, often working in aviation, defence, or space sectors. Key tasks include designing components, conducting tests, and performing research. A bachelor’s degree is essential, with higher roles requiring advanced study. The role demands analytical skills, technical knowledge, precision, and effective communication.
An air hostess, or flight attendant, ensures passenger safety and comfort during flights. Responsibilities include safety demonstrations, serving meals, managing the cabin, handling emergencies, and post-flight reporting. The role demands strong communication skills, a calm demeanour, and a service-oriented attitude. It offers opportunities to travel and work in the dynamic aviation and hospitality industry.
An aeronautical engineer designs, develops, tests, and maintains aircraft and related systems. They work on components like engines and wings, ensuring performance, safety, and efficiency. The role involves simulations, flight testing, research, and technological innovation to improve fuel efficiency and reduce noise. Aeronautical engineers collaborate with teams in aerospace companies, government agencies, or research institutions, requiring strong skills in physics, mathematics, and engineering principles.
A Safety Manager ensures workplace safety by developing policies, conducting training, assessing risks, and ensuring regulatory compliance. They investigate incidents, manage workers’ compensation, and handle emergency responses. Working across industries like construction and healthcare, they combine leadership, communication, and problem-solving skills to protect employees and maintain safe environments.
An airline pilot operates aircraft to transport passengers and cargo safely. Responsibilities include pre-flight planning, in-flight operations, team collaboration, and post-flight duties. Pilots work in varying schedules and environments, often with overnight layovers. The demand for airline pilots is expected to grow, driven by retirements and industry expansion. The role requires specialized training and adaptability.
Welding Engineer Job Description: A Welding Engineer work involves managing welding projects and supervising welding teams. He or she is responsible for reviewing welding procedures, processes and documentation. A career as Welding Engineer involves conducting failure analyses and causes on welding issues.
A career as Transportation Planner requires technical application of science and technology in engineering, particularly the concepts, equipment and technologies involved in the production of products and services. In fields like land use, infrastructure review, ecological standards and street design, he or she considers issues of health, environment and performance. A Transportation Planner assigns resources for implementing and designing programmes. He or she is responsible for assessing needs, preparing plans and forecasts and compliance with regulations.
An architect plans and designs buildings, ensuring they are safe, functional, and aesthetically pleasing. They collaborate with clients, engineers, and contractors throughout the construction process. Key skills include creativity, design software proficiency, and knowledge of building codes. In India, a 5-year B.Arch degree and registration with the Council of Architecture are required to practise professionally.
Having a landscape architecture career, you are involved in site analysis, site inventory, land planning, planting design, grading, stormwater management, suitable design, and construction specification. Frederick Law Olmsted, the designer of Central Park in New York introduced the title “landscape architect”. The Australian Institute of Landscape Architects (AILA) proclaims that "Landscape Architects research, plan, design and advise on the stewardship, conservation and sustainability of development of the environment and spaces, both within and beyond the built environment". Therefore, individuals who opt for a career as a landscape architect are those who are educated and experienced in landscape architecture. Students need to pursue various landscape architecture degrees, such as M.Des, M.Plan to become landscape architects. If you have more questions regarding a career as a landscape architect or how to become a landscape architect then you can read the article to get your doubts cleared.
Urban Planning careers revolve around the idea of developing a plan to use the land optimally, without affecting the environment. Urban planning jobs are offered to those candidates who are skilled in making the right use of land to distribute the growing population, to create various communities.
Urban planning careers come with the opportunity to make changes to the existing cities and towns. They identify various community needs and make short and long-term plans accordingly.
A plumber installs, maintains, and repairs water, gas, and waste systems in homes and buildings. Their duties include fixing leaks, installing fixtures, testing systems, ensuring safety compliance, and working with other professionals on projects. They also document repairs and may supervise apprentices. Plumbers play a key role in ensuring public health and the smooth functioning of essential utilities.
Individuals who opt for a career as construction managers have a senior-level management role offered in construction firms. Responsibilities in the construction management career path are assigning tasks to workers, inspecting their work, and coordinating with other professionals including architects, subcontractors, and building services engineers.
Individuals who opt for a career as an environmental engineer are construction professionals who utilise the skills and knowledge of biology, soil science, chemistry and the concept of engineering to design and develop projects that serve as solutions to various environmental problems.
Individuals who opt for a career as geothermal engineers are the professionals involved in the processing of geothermal energy. The responsibilities of geothermal engineers may vary depending on the workplace location. Those who work in fields design facilities to process and distribute geothermal energy. They oversee the functioning of machinery used in the field.
Energy efficiency engineering is a broad field of engineering which deals with energy efficiency, energy services, facility management, plant engineering, and sustainable energy resources. Energy efficiency engineering is one of the most recent engineering disciplines to emerge. The field combines the knowledge and understanding of physics, chemistry, and mathematics, with economic and environmental engineering practices. The main job of individuals who opt for a career as an energy performance engineer is to find the most efficient and sustainable path to operate buildings and manufacturing processes.
Individuals who opt for a career as energy performance engineers apply their understanding and knowledge to increase efficiency and further develop renewable sources of energy. The energy efficiency engineers also examine the use of energy in those procedures and suggest the ways in which systems can be improved.
A geologist attempts to comprehend the historical backdrop of the planet we live on, all the more likely to anticipate the future and clarify current events. He or she analyses the components, deployments, results, physical characteristics, and past of the planet. A geologist examines the landforms and landscapes of the earth in relation to the geology, climatic, and human processes that have shaped them.
A geologist studies earth procedures, for example, seismic tremors, avalanches, floods, and volcanic eruptions to review land and draw up safe structure plans. When he or she researches earth materials, explores metals and minerals, yet in addition search for oil, petroleum gas, water, and strategies to extricate these.
A career as a Petroleum engineer is concerned with activities related to producing petroleum. These products can be in the form of either crude oil or natural gas. Petroleum engineering also requires the exploration and refinement of petroleum resources. Therefore, a career as a petroleum engineer comes up with oil and gas onshore jobs. There are also desk jobs in the petroleum industry. In layman’s terms, a petroleum engineer is a person who finds the best way to drill and extract oil from oil wells. Individuals who opt for a career as petroleum engineer also tries to find new ways to extract oil in an efficient manner.
A career as Transportation Planner requires technical application of science and technology in engineering, particularly the concepts, equipment and technologies involved in the production of products and services. In fields like land use, infrastructure review, ecological standards and street design, he or she considers issues of health, environment and performance. A Transportation Planner assigns resources for implementing and designing programmes. He or she is responsible for assessing needs, preparing plans and forecasts and compliance with regulations.
A career as a civil engineer is of great importance for the infrastructural growth of the country. It is one of the most popular professions and there is great professional as well as personal growth in this civil engineering career path. There is job satisfaction in this civil engineering career path, but it also comes with a lot of stress, as there are multiple projects that need to be handled and have to be completed on time. Students should pursue physics, chemistry and mathematics in their 10+2 to become civil engineers.
A career as a Transportation Engineer is someone who takes care of people's safety. He or she is responsible for designing, planning and constructing a safe and secure transportation system. The transportation sector has seen a huge transformation and is growing day by day and improving every day.
As a Transport Engineer, he or she needs to solve complex problems such as accidents, costs, traffic flow, and statistics. A Transport Engineer also collaborates for projects with some other companies.
A Loco Pilot operates trains, ensuring safe and timely transport of passengers or goods. Starting as an Assistant Loco Pilot, one can progress to senior roles with experience. The job demands technical knowledge, focus, and adherence to safety protocols. It involves coordination with train staff and may require working long hours under pressure.
Ranked amongst top 3% universities globally (QS Rankings).
NAAC A++ Accredited | Accorded institution of Eminence by Govt. of India | NIRF Rank #4
Ranked #1 Among all Private Indian Universities in QS Asia Rankings 2025 | Scholarships worth 210 CR
Highest CTC 50 LPA | Average CTC 5.3 LPA | Merit Based Scholarships
M.Tech admissions open @ VIT Bhopal University | Highest CTC 52 LPA | Apply now
100+ Industry collaborations | 10+ Years of legacy