B.Tech in CSE with Specialization in Data Science: Eligibility, Syllabus, Fees, Career Options
A B Tech CSE in Data Science is a four-year engineering programme, similar to other B.Tech degrees. Many colleges, especially private ones, have started integrating data science with computer science due to the growing demand in this field. In addition to regular computer science subjects, you will study advanced topics like statistics, data analysis and visualisation, machine learning, deep learning, and generative AI.
According to a MarketsandMarkets report, the data science market is expected to grow at a compound annual growth rate (CAGR) of 26.9 per cent from 2020 to 2026. This report appears to be accurate, as there is consistently high demand for data scientists, with an average salary of Rs. 14.6 LPA in India.
What is Data Science?
Before moving further, it is important to understand what is data science and why it is gaining popularity. In simple words, data science is the process of collecting, analysing, and then interpreting large sets of data to uncover patterns and insights.
In a business environment, data is important as it provides insights into what happened, how it occurred, and why. Proper analysis of data helps organisations understand past events and make informed decisions about future actions.
The question then arises: how did data science make this happen? Well, because it combines techniques from statistics, computer science, and domain expertise to make data-driven decisions. A data scientist uses tools like machine learning and data visualisation to solve complex problems and predict future trends.
BTech CSE in Data Science Key Points
There is a high demand for professionals who have specialised knowledge in data science due to increasing reliance on data-driven decision-making across various industries. The table below compiles information that you should know about the BTech CSE with Data Science course.
Aspects | Details |
|---|---|
Course Duration | 4 Years |
Core Subjects | Python, Statistics, Data Analysis, Data Visualisation, Machine Learning, Deep Learning, Generative AI, Probability, Entropy, and MC Simulation |
Eligibility Criteria | A minimum of 50 per cent marks in Class 10+2 in PCM (Physics, Chemistry, and Mathematics). |
Selection Criteria | Based on marks scored in JEE Mains or other relevant entrance exam |
Data Scientist Pay | Rs. 14.6 LPA (Average) |
Career Opportunities | Data Scientist, Data Analyst, ML Engineer, Business Intelligence Analyst, Data Engineer |
Course Objective | It aims to equip students with the skills needed to analyse and interpret complex data and make data-driven decisions. |
Job Outlook | Jobs in the Data Science field are expected to grow by 27.9 percent by 2026. {Source: World Data Science Initiative.} |
Note: Eligibility and selection criteria can change as per the college.
B Tech CSE in Data Science Subjects
The curriculum of a BTech CSE in Data Science includes core subjects, lab work, projects, internships, and programme electives which are taught over four years. Refer to the table below for the B.Tech CSE in Data Science syllabus of UPES Dehradun.
Semester 1 | Semester 2 |
Programming in C | Computer Organisation and Architecture |
Advanced Engineering Mathematics – I | Data Structures and algorithms |
Environmental Sustainability and Climate Change - I | Python Programming |
Physics for Computer Engineers | Digital Electronics |
Labs | Advanced Engineering Mathematics – II |
- | Environmental Sustainability and Climate Change - II |
- | Labs |
Semester 3 | Semester 4 |
Database Management Systems | Artificial Intelligence and Machine Learning |
Discrete Mathematical Structures | Data Communication and Networks |
Object Oriented Programming | Design and Analysis of Algorithms |
Operating Systems | Exploratory-2 |
Software Engineering | Linear Algebra |
Design Thinking | PE-1 |
Labs | Labs |
Semester 5 | Semester 6 |
Cryptography and Network Security | Leadership and Teamwork |
Formal Languages and Automata Theory | Compiler Design |
Object Oriented Analysis and Design | Statistics and Data Analysis |
Start your Startup | PE-3 |
Research Methodology in CS | Minor Project |
Probability, Entropy, and MC Simulation | Labs |
PE-2 | - |
Labs | - |
Semester 7 | Semester 8 |
PE-4 | IT Ethical Practices |
PE-5 | Capstone Project - Phase-2 |
Capstone Project - Phase-1 | - |
Summer Internship | - |
Program Elective | |
Fundamentals of Data Science | Data Visualisation and Interpretation |
Machine Learning and Deep Learning | Computational Linguistic & Natural Language Processing |
Generative Artificial Intelligence | - |
B.Tech CSE in Data Science Jobs and Salary
After graduating with a BTech CSE in Data Science, you can explore career opportunities in both the private and public sectors. Leading companies such as Google, Amazon, Netflix, Meta, and Walmart actively seek professionals with this expertise. ISRO and DRDO are prominent public employers of B.Tech CSE in Data Science graduates.
Job Profile | Average Salary |
Rs. 14.6 LPA | |
Rs. 6.3 LPA | |
Rs. 10.6 LPA | |
Rs. 8.9 LPA | |
Rs. 10.7 LPA | |
Rs. 12.6 LPA |
Source: Ambition Box
Top B Tech CSE in Data Science Colleges in India
B Tech CSE in Data Science specialisation is offered by very limited private colleges. In the table below, we have given information about the colleges offering B Tech CSE in Data Science and other closely related specialisations.
Colleges | Degree Offered | Total Fees |
|---|---|---|
Rs. 12.39 lakhs | ||
Rs. 12.40 lakhs | ||
Rs. 7.0 lakhs | ||
Rs. 6.89 lakhs | ||
- | ||
B.Tech CSE Specialization in Data Science in Association with IBM | Rs. 10.25 lakhs | |
Rs. 4.40 lakhs | ||
Rs. 13.96 lakhs | ||
Rs. 19.48 lakhs | ||
- |
Data science is an emerging field, and many colleges have incorporated it into their curricula. Many institutions offer a dedicated degree programme- B.Tech in Data Science and Engineering. The course you choose to enrol in depends on your interests and career aspirations. Comparing the syllabi of different degrees can help you make an informed decision.
Frequently Asked Questions (FAQs)
Yes, CSE with Data Science is excellent as it combines core computer science skills with in-demand data science expertise. It opens up diverse and high-paying career opportunities in a rapidly growing field.
B.Tech Data Science focuses on data analysis, machine learning, and advanced topics. B.Tech CSE provides a broader foundation in computer science, which can be more versatile but less specialised. However, if you want to have mixed learning, you can choose B Tech CSE in Data Science specialisation.
The scope of a B.Tech in CSE with Data Science is broad and promising. It prepares graduates for careers in data analysis, machine learning, AI, and related fields. Opportunities for graduates are in various industries like technology, finance, healthcare, and e-commerce.
In a B.Tech CSE with Data Science, you will learn programming, data analysis, and visualisation. The course covers machine learning, AI, and big data technologies. You will also study core computer science topics like algorithms and database management.
The average salary of a data scientist in India is Rs. 14.6 lakh per annum, as per the Ambition Box.
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Questions related to B.E /B.Tech
Hello,
I can keep you posted about the date of the upcoming BE/BTech exams, and as and when necessary, update you on other information; however, if you seek continuous, up-to-the-minute information relevant to your engineering exams, then it would be a good option to subscribe to services provided by Careers360. It provides broad coverage in respect of entrance exams regarding college admissions; this is well-come for notification, registration date, the final application form submission dates along with a schedule and important dates pertaining to several tests including those for Engineering including JEE Main and Advance, BITSAT, VITEEE, and those of their state versions that include MHT CET as well as AP EAMCET.
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Hello there,
IIT Delhi offers a variety of B.Tech and dual degree programs across multiple engineering disciplines. As of the latest information, here are the undergraduate programs available at IIT Delhi:
1. B.Tech Programs:
- Computer Science and Engineering
- Electrical Engineering
- Mechanical Engineering
- Civil Engineering
- Chemical Engineering
- Engineering Physics
- Production and Industrial Engineering
- Textile Technology
- Biochemical Engineering and Biotechnology
- Mathematics and Computing (B.Tech and M.Tech Dual Degree)
- Engineering and Computational Mechanics
2. Dual Degree Programs (B.Tech + M.Tech):
- Biochemical Engineering and Biotechnology
- Chemical Engineering
- Electrical Engineering (Power and Automation)
These offerings can change, so it's always good to check the latest information on the official IIT Delhi website or the Joint Seat Allocation Authority (JoSAA) portal.
Hello there,
IIT Kanpur offers a variety of B.Tech and dual degree programs across different departments. As of the latest information available, the following B.Tech and dual degree (B.Tech-M.Tech) programs are offered at IIT Kanpur:
1. Aerospace Engineering (AE)
2. Biological Sciences and Bioengineering (BSBE)
3. Chemical Engineering (CHE)
4. Civil Engineering (CE)
5. Computer Science and Engineering (CSE)
6. Electrical Engineering (EE)
7. Materials Science and Engineering (MSE)
8. Mechanical Engineering (ME)
Additionally, IIT Kanpur offers dual degree programs (B.Tech-M.Tech) in some of these disciplines, allowing students to earn both bachelor's and master's degrees.
For the most accurate and up-to-date information, you can check IIT Kanpur's official website or the Joint Seat Allocation Authority (JoSAA) counseling brochure.
Hi there,
hope you are doing fine
Yes, you can apply for any M.tech colleges in computer science field through GATE exams, some of the requirement you need to see that you must have Under graduate degree, Pursuing BE doesn't affect your eligibility, You may check some of the specific eligibility criteria of the colleges like IIT's in which you are interested, as some of them may have additional requirements.
With an SC category rank of 41,715 and a CRL rank of 570,173 in JEE Main, getting into NITs or top-tier IITs for B.E./B.Tech may be challenging. However, you might find options in state engineering colleges in Maharashtra, as they often have seats reserved for SC candidates with lower cutoff requirements compared to NITs. Look into state-level entrance options like MHT CET or other reserved category seats in Maharashtra’s government and private engineering colleges for better chances.