B.Tech in CSE with Specialization in Data Science: Eligibility, Syllabus, Fees, Career Options
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B.Tech in CSE with Specialization in Data Science: Eligibility, Syllabus, Fees, Career Options

#B.E /B.Tech
Team Careers360Updated on 06 Nov 2024, 05:39 PM IST

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.

This Story also Contains

  1. What is Data Science?
  2. BTech CSE in Data Science Key Points
  3. B Tech CSE in Data Science Subjects
  4. B.Tech CSE in Data Science Jobs and Salary
  5. Top B Tech CSE in Data Science Colleges in India

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

Data Scientist

Rs. 14.6 LPA

Data Analyst

Rs. 6.3 LPA

ML Engineer

Rs. 10.6 LPA

Business Intelligence Analyst

Rs. 8.9 LPA

Data Engineer

Rs. 10.7 LPA

AI Engineer

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.


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)

Q: What is the scope of BTech CSE Data Science?
A:

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.

Q: What is taught in BTech CSE Data Science?
A:

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.

Q: What is the salary of a data scientist in India?
A:

The average salary of a data scientist in India is Rs. 14.6 lakh per annum, as per the Ambition Box.

Q: Is CSE with data science good?
A:

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.

Q: Which is better, BTech Data Science or BTech CSE?
A:

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.

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Questions related to B.E /B.Tech

On Question asked by student community

Have a question related to B.E /B.Tech ?

Hello,

Here are Top Colleges for BE/BTech in Aerospace Engineering:

In Tamil Nadu:

  • IIT Madras, Chennai
  • SASTRA University, Thanjavur
  • Bharath Institute of Higher Education & Research, Chennai

In Karnataka:

  • RV College of Engineering, Bengaluru
  • BMS College of Engineering, Bengaluru
  • Alliance College of Engineering & Design, Bengaluru
  • MVJ College of Engineering, Bengaluru

For more access mentioned link below:

https://engineering.careers360.com/colleges/list-of-be-btech-in-aerospace-engineering-colleges-in-india

Hope it helps.

Hello

If you are looking for the BE/B.Tech in Aerospace Engineering in Karnataka or Tamil Nadu States. There are some reputed colleges which offer this course with good academics and the best placement records.

Here are some colleges that offer BE/B.Tech in Aerospace Engineering -

  1. Madras Institute of Technology (MIT)
  2. Hindustan Institute of Technology & Science (Chennai)
  3. SASTRA University (Thanjavur)
  4. RV College of Engineering (RVCE)
  5. Manipal Institute of Technology

I hope this information helps you. If you need more college names, please read the article B.E./B.Tech in Aerospace Engineering colleges .

Thank you.

Yes, you are eligible to pursue a second BE/B.Tech in Marine Engineering even after completing your B.Tech in Biomedical and M.Tech in Medical Instrumentation. Marine Engineering admissions focus mainly on Class 12 PCM percentage, age criteria and medical fitness rather than the branch of your previous degree. Since you are 23 and medically fit, you fall well within the required age limit followed by most DG-Approved colleges. However, you will have to join the full 4-year Marine Engineering program because lateral entry is allowed only for candidates with a mechanical or naval architecture background.

After completing the course and mandatory onboard training, you will be eligible to join the Merchant Navy as a marine engineer. So if you’re ready to invest the time and effort, shifting from your current field into a marine engineering career is definitely achievable.

All the best.

For last date to apply BE/ Btech is depend upon universities or institute.most colleges application process is starting between  June and July.on most state addmission is starting in mid June and July . some private colleges are keep going this addmission process till August end.

Hello Avinash,

For BE/B.Tech admission counselling, here is a general overview of the main options and steps:

  1. JoSAA Counselling

  • Covers IITs, NITs, IIITs, and other government-funded institutes.

  • Based on JEE Main and JEE Advanced ranks.

  • Usually starts in June.

  • Process includes online registration, choice filling, seat allotment, document verification, fee payment, and admission confirmation.

  1. State-Level Counselling

  • Each state has its own counselling for seats in state colleges.

  • Examples:

    • Uttar Pradesh (UPTAC) for JEE Main qualified candidates.

    • Tamil Nadu (TNEA) based on Class 12 marks and reservations.

    • Andhra Pradesh (AUEET) with online certificate verification and seat allotment.

  • Registration and counselling dates vary by state.

  1. Private University Counselling

  • Many private universities conduct their own admission tests and counselling.

  • Examples: IIIT Delhi, PES University, Chandigarh University.

  • Process usually involves registration, entrance test (if any), choice filling, seat allotment, and admission.

General Counselling Steps:

  • Register online on the official counselling website.

  • Fill your preferred colleges and courses.

  • Wait for seat allotment based on merit and preferences.

  • Complete document verification.

  • Pay admission fees to confirm your seat.

  • Report to the college to complete admission.

Counselling schedules and processes can change, so check official counselling authorities regularly for updates.


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.