BSc Data Science: Admission 2025, Syllabus, Eligibility, Subjects, Colleges, Careers

• Updated on  Jun 19, 2025, by Rajnandini Malladeb

B.Sc. Data Science is a three-year undergraduate degree program. This program develops very solid skills for students in programming, statistics, machine learning, and data analysis, thereby preparing them to solve problems in real-life scenarios such as IT, finance, healthcare, and e-commerce.

 

Candidate eligibility requirements include having completed Class 12 with compulsory Mathematics in it and a minimum age of 17 years. Most colleges would ask for around 50-60% marks in Class 12, but certain specifications can be varied by colleges. Admissions are through entrance examinations like CUET UG, etc.

 

Students can opt for development and managerial roles in all sectors. Well, pursuing one's degree in this domain promises great career growth. With BSc-DS, one can work as a data scientist or a data analyst, a full-stack developer, a product analyst, and so on.

 

Table of Contents

  1. BSc Data Science Course Highlights
  2. What is BSc Data Science?
  3. Why Study BSc Data Science?
  4. Who should study BSc Data Science?
  5. BSc Data Science Eligibility Criteria
  6. BSc Data Science Entrance Exams 2025
  7. BSc Data Science Colleges in India
  8. BSc Data Science Admission Process 2025
  9. BSc Data Science Syllabus
  10. BSC Data Science Job Opportunities in India
  11. BSc Data Science FAQs

 

BSc Data Science Course Highlights

The highlights of the BSc DS course are as follows:

Details

Particulars

Course Name

Bachelor of Science (BSc) in Data Science

Course Level

Undergraduate

Duration

3 Years

Course Type

Full-Time

Admission Process

Entrance exam-based and/or merit-based,

Eligibility Criteria

10+2 with at least 50% marks, preferably with Mathematics

Course Fees

INR 2,00,000 to INR 4,50,000 (varies by institution)

Subjects

Cloud Computing, Operating Systems, Data Warehousing and Data Mining, Time Series Analysis,Operations Research and Optimization Techniques, Communication and Business Skills

Top Colleges

Symbiosis University of Applied Sciences, BSE Institute Ltd., IIT Madras, Uttaranchal University, Praxis Business School, KL University, BS Abdur Rahman Institute of Science and Technology

Job Profiles

Data Scientist, Data Analyst, Data Engineer, Machine Learning Engineer, Data Architect, Business Intelligence Analyst, Database Administrator, AI Engineer, Statistician

Top Recruiters

Amazon, Flipkart, Cognizant, Wipro, HCL, Dell, IBM India, Infosys, Meta, Google, Microsoft, Apple, Uber

Average Salary in India

Entry-level: INR 6–8 LPA; Average: INR 12–13.5 LPA

 

What is BSc Data Science?

The BSc Data Science is a three-year undergraduate program that integrates aspects of computer science, statistics, mathematics, and AI to furnish students with the knowledge and skills to analyze and ultimately interpret large volumes of data. The program covers subjects: programming, machine learning, data mining, predictive modeling, big data analytics, and data visualization. Its primary objective is to train students on how to extract valuable insights from complex datasets and make those insights applicable across various sectors: business, health care, finance, marketing, and the list goes on. Graduates will be ready for roles as data scientists, data analysts, business analysts, and data engineers, and to take the next steps either through higher studies or by specialised careers in data-driven industries.

 

Why Study BSc Data Science?

A few reasons to pursue a BSc in Data Science are listed below:

  • An attractive earning potential, obviously competitive job remuneration for entry-level and experienced professional positions.
  • Students are prepared with versatile, demanding skills applicable in various industries- data analysis, computer programming, machine learning, and data visualization.
  • The course emphasizes real-world datasets and works on critical and analytical skills required to tackle complex projects.
  • Towards preparing graduates with a clear identification and data-based solution to real-world problems that can make an impact in the fields of healthcare, business, and technology.

 

Who should study BSc Data Science?

A BSc in Data Science offers a comprehensive education that equips students with the skills necessary to analyze complex datasets and extract meaningful insights. This program is ideal for:

  • This program is for students who like mathematics, statistics, computer science, and data analysis and love to find solutions to problems using technology and numbers.
  • Students intending to acquire a qualification that will propel them into new professions in data science, analytics, artificial intelligence, or any other technology-driven sectors will benefit from pursuing this degree
  • This course will provide a good foundation for further studies in areas such as data analytics, software engineering, statistics, or business analytics post-graduation.

 

BSc Data Science Eligibility Criteria

The eligibility criteria for the BSc Data Science course are as follows:

  • Academic Qualification: Completion of 10+2 or equivalent from a recognised board is mandatory.
  • Minimum Marks Requirement: A minimum aggregate score of 50% in the qualifying examination is typically required
  • Subject Combination: Candidates should have studied Physics, Chemistry, and Mathematics (PCM) during their higher secondary education.

 

BSc Data Science Entrance Exams 2025

The entrance examinations for the BSc Data Science course are mentioned in the table below:

Exam Name

Application Date

Exam Date

Application Fee

CUET UG 2025

1 to 24 Mar 2025

May 13 to June 3, 2025

INR 1,000 (Gen), INR 800 (SC/ST)

ISI Admission Test 2026

Feb -March 2026

May 2026

INR 1500

CMI Entrance Exam (Chennai Mathematical Institute) 2026

March – April 2026

May 2026

INR 1000

IIT Madras B.Sc. Data Science Qualifier Exam 2026

February - May 2026

TBD

INR 850

IIT Guwahati B.Sc. (Hons) in Data Science & AI 2026

April – May 2026

June 2026

INR 1500

MIT-WPU B.Sc. Data Science & Big Data Analytics 2025

Ongoing

TBD

INR 1800

 

BSc Data Science Colleges in India

The top Indian colleges for BSc DS are mentioned below:

College Name

Location

Fees (Approx.)

NIRF Ranking

Admission Process

IIT Madras

Chennai, Tamil Nadu

INR 1.5–2.0 Lakhs

1 (Overall)

Entrance exam-based

Vellore Institute of Technology (VIT)

Chennai, Tamil Nadu

INR 2.5 Lakh

19 (Overall)

Entrance Exam-based

The Indian Statistical Institute (ISI)

Kolkata, West Bengal

INR 2 Lakh

75 (Overall)

Entrance exam-based

Christ University

Bangalore, Karnataka

INR 1 Lakh

90 (Overall)

Entrance exam-based

Loyola College

Chennai, Tamil Nadu

INR 1.5-2 Lakh

8 (College)

Entrance exam-based

 

BSc Data Science Admission Process 2025

The step-wise admission process for the BSc Data Science course is given below:

 

After successfully meeting the eligibility criteria, candidates can proceed with the admission process for B.Pharm Pharmacology. It must be noted that the process below is general. Candidates must visit the official website of their preferred Universities to get detailed information. The step-by-step B.Pharm Admission process is mentioned below:

  1. Go to the official Website of your preferred university.
  2. On the university's online portal, you have to create an account and register.
  3. The login credentials to go to the application phase will be generated for you after registration.
  4. Use your credentials to log in and click on the 'Apply Now' tab to reach the application form.
  5. Complete the application form with personal data and academic information.
  6. Upload any supporting documents required: educational certificates, ID proof, photographs, etc.
  7. Make sure to check the filled application form to find any errors or missing information before sending it, as this could lead to rejection.
  8. Make payment for the application/program fee through the online process.
  9. The completed application form and payment receipt are to be submitted. Get a printed copy of the submitted form and fee receipt for further reference.

 

Documents Required:

The following documents are required for BSc Data Science Admission:

  • Mark sheets
  • Identity proof
  • Entrance exam scorecard
  • Passport-sized photographs

 

BSc Data Science Syllabus

The BSc Data Science subjects include Basic Statistics, Data Structure and Program Design in C, Data Visualisations, Machine Learning Practice, etc. The BSc DS syllabus at IIT Madras is mentioned below:

Semester I

Semester II

Linear Algebra

Probability and Interface Statistics

Basic Statistics

Data Structure and Program Design in C

Python Programming

Computer Organization

Communication Skills

Advanced Python Programming

Fundamentals of Data Science

Image Analytics

Introduction to Geospatial Technology

Discrete Mathematics

Semester III

Semester IV

Programming in C

Data Warehousing

Microsoft Excel Lab

Big Data Analytics

Natural Language Processing

Data Visualisations

Genometrics

Programming in Python Lab

Programming in R Lab

Introduction to AI

Research Publication

Semester V

Semester VI

Machine Learning Practice

Operating Systems & Computer Architecture

Business Analytics

Software Testing & Software Engineering

Tools in Data Science

AI: Search Methods for Problem Solving & Deep Learning

Skill Enhancement 1

Skill Enhancement 2

 

BSC Data Science Job Opportunities in India

BSC Data Science graduates can expect positive career growth. A few of the job opportunities have been reflected in the table below:

Job Profile

Experience Level

Top Recruiters

Average Salary

Data Analyst

0–2 years

TCS, Wipro, Infosys, Cognizant, Accenture

INR 6–7 LPA

Junior Data Scientist

0–2 years

Amazon, Flipkart, IBM, Deloitte, EY

INR 6–8 LPA

Machine Learning Engineer

2–4 years

Google, Microsoft, ZS Associates, Fractal Analytics

INR 8–12 LPA

Data Engineer

2–4 years

Capgemini, Oracle, Paytm, HCL

INR 8–10 LPA

Business Intelligence Analyst

1–3 years

Mu Sigma, Accenture, KPMG, PwC

INR 7–9 LPA

Data Scientist

3–6 years

Amazon, Flipkart, Microsoft, PayPal, JPMorgan Chase

INR 10–15 LPA

Senior Data Scientist

6+ years

Google, Microsoft, Citibank, Adobe, HDFC Bank

INR 16–25 LPA

Data Architect

6+ years

IBM, Oracle, SAP, Infosys

INR 20–30 LPA

Chief Data Officer

10+ years

Large MNCs, Banks, Consulting Firms

INR 30–50 LPA

 

BSc Data Science FAQs

Is Mathematics compulsory for B.Sc. Data Science?

Yes, as a rule, most universities make Mathematics a required subject in the 10+2. Some are also inclined towards students with Computer Science or Statistics backgrounds.

What difference is there between BSc Data Science and B.Tech in Data Science?

B.Sc. is concerned with theoretical aspects of statistics, algorithms, and research, while BTech is more focused on engineering applications of system designs and depth in programming.

Is it possible to study a BSc in Data Science via distance learning?

Yes, countless top universities in India and around the world are available for online B.Sc programs in Data Science. This kind of mode of delivering knowledge is very suitable for students wanting more flexibility or those studying while working.

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    BSc Data Science: Admission 2025, Syllabus, Eligibility, Subjects, Colleges, Careers