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BCA Data Science: Admission 2025, Syllabus, Eligibility, Subjects

Sneha Majhi's profile picture

Updated on Jun 13, 2025

Sneha Majhi

BCA Data Science is a four-year undergraduate course that focuses on programming, statistics, machine learning, and big data. The course helps students to have a strong foundation in key subjects such as programming, data structures, math, and statistical analysis.

 

The eligibility normally mandates that the students must have completed 10+2 or its equivalent, with mathematics or accountancy as one of the subjects, and an aggregate of 50% minimum marks from a recognized board. There could be an entrance test included as an admission requirement in some of the universities.

 

The BCA graduates can be employed as data analysts, data scientists, machine learning engineers, business intelligence analysts, or software developers. There is a strong demand for data professionals with the right skills in sectors such as IT, finance, healthcare, and e-commerce. The average salary for freshers ranges between INR 6 -8 LPA.

 

Table of Contents

  1. BCA Data Science Highlights Table
  2. What is BCA Data Science?
  3. Why Study BCA Data Science?
  4. Who Should Study BCA Data Science?
  5. BCA Data Science Eligibility
  6. BCA Data Science Entrance Exams 2025
  7. BCA Data Science Colleges in India
  8. BCA Data Science Admission Process 2025
  9. BCA Data Science Syllabus
  10. BCA Data Science Job Opportunities in India
  11. BCA Data Science FAQs

 

BCA Data Science Highlights Table

The table highlights some of the important things that students need to know before taking admission to the BCA in Data Science course.

Particular

Details

Course Name

BCA Data Science

Course Level

Undergraduate

Duration

4 years

Course Type

Full-time

Admission Process

Entrance exam (e.g., ACET, KL, CET) or merit-based, depending on the institution

Eligibility Criteria

10+2 (Class 12) from a recognised board with minimum 50% marks; Maths as a compulsory/main subject

Course Fees

INR 2,00,000 – INR 4,00,000 (per year)

Subjects

Big Data Analytics, Python Programming, Computer Networks, Data Modelling & Visualisation, Data Mining, Statistics, Probability, Machine Learning, R Programming, Artificial Intelligence, Database Management

Top Colleges

Apex University, KL University, SAGE University, Poornima University, Vivekananda Global University, Jain University

Job Profiles

Data Scientist, Machine Learning Engineer, Business Analyst, Statistician, Software Engineer, Data Warehouse Architect

Top Recruiters

Amazon, IBM, Flipkart, Accenture, and more

Average Salary in India

INR 6 -8 LPA

 

What is BCA Data Science?

BCA in Data Science is a four-year undergraduate program that educates students on how to apply computers, mathematics, and statistics to manipulate data. The course assists the students in understanding how to accumulate, store, and analyse data in bulk. Students learn about programming, data structures, databases, statistics, and machine learning.

 

The course also deals with essential topics like Python and SQL. This acquaints students with identifying patterns from data and making decisions based on those patterns. This course is ideal for students who want to be in the areas of data analysis, data science, and business intelligence. They also get practical experience through projects and internships.

 

Why Study BCA Data Science?

There are many benefits of pursuing a BCA in Data Science. The interested students will learn about all the aspects of Data Science, which will help them to get a high-paying job after completion. Here are some good reasons to study this program:

  • More Job Opportunities: There is a high demand for people who understand how to work with data. Organisations in different industries need experts who can understand their data, extract essential information, and help them make important decisions. The BCA in Data Science makes the students job-ready for these needed jobs.
  • Good Pay and High Demand: There is a huge demand for data science professionals, but there are not enough skilled professionals; thus, the pay for such skills is very high.
  • Develop Critical Skills: Students in this program learn critical technical skills. They gain proficiency in coding, especially in data analysis software. They also acquire statistics, machine learning, and data visualisation.
  • Work in Various Different Industries: Data science does not belong to one type of business. BCA graduates specialising in Data Science can work in healthcare, finance, marketing, and technology sectors. This means that students have many options while choosing a career after graduation.

 

Who Should Study BCA Data Science?

Data Science is one of the evolving fields and has many job opportunities. Here's who might find a BCA in Data Science a good fit:

  • Data science is all about solving tough problems and coming up with answers using data. Students who are adept at logical thinking for problem-solving might be interested in this field.
  • As Data Science involves using computer software and programming, students with an interest or knack for dealing with computers can be attracted to this course. Students will study programming languages, and data analysis software is a significant part of the syllabus.
  • A BCA in Data Science can be excellent for those who envision themselves employed in technology-related careers. The knowledge acquired is most relevant to most tech careers that entail data interpretation and analysis.
  • Data Science usually integrates concepts from various fields such as math, statistics, and computer science. Students who can learn about how various fields relate may be interested in this course.

 

BCA Data Science Eligibility

The candidates interested in applying for BCA with data science specialization should fulfill the following eligibility criteria:

  • They should have passed 10+2 in any stream with at least 50% marks in aggregate.
  • Mathematics should be one of the compulsory subjects in 10+2. Yet, Business Mathematics or Statistics can also be accepted by some colleges.
  • Several colleges require students to clear entrance exams such as CUET, SET, or IPU CET for admission.
  • Students should not have any backlogs in their previous studies to qualify for admission..

 

BCA Data Science Entrance Exams 2025

The admissions into BCA in Data Science are either based on entrance examinations or on merit. Here is the list of some exams that are considered for Bachelor of Computer Applications admissions:

Exam Name

Application Date

Exam Date

Application Fee (General)

CUET 2025

March 1 – March 22, 2025

May 13 – June 3, 2025

INR 650

SET (Symbiosis) 2025

Dec 6, 2024 – April 12, 2025

May 5 & 11, 2025

INR 1950

IPU CET 2025

Feb 1 – March 31, 2025

April 26 – May 18, 2025

INR 1500

MET (Manipal) 2025

Till March 31, 2025

April 18 & 19, May 12, 2025

INR 1200

DSAT (Dayananda Sagar) 2025

Nov 16, 2024 – May 2025

April 2025 (Phase II), May 2025

INR 1000

CUCET (Chandigarh Univ.)2025

March 31 – April 1, 2025

June – August 2025 (Phase II)

INR 1000

MIT-WPU CET 2025

Till April 11, 2025

April 15, 21, 24, 2025 onwards

INR 1500

KIITEE 2025

Jan – March 2026

April 2025

INR 1250

BVP BUMAT 2025

Feb – April 2025

April/May 2025

INR 1200

CMRU Entrance (CMR Univ) 2025

Till April 2025 (Tentative)

May 3, 2025

INR 1000

 

BCA Data Science Colleges in India

Many colleges and universities in India offer BCA in Data Science. Some of the top-ranked institutes that offer the BCA course are mentioned below:

College Name

Location

Fees (Approx.)

NIRF Ranking 2024

Admission Process

IIT Madras (B.Sc. Data Science, closest to BCA)

Chennai

INR 1,00,000

1

Entrance Test

Loyola College

Chennai

INR 16,790–1,21,000

2

Merit-based

Manipal Academy of Higher Education

Manipal

INR 3,00,000

15

MET Entrance Test

Madras Christian College

Chennai

INR 24,500

18

Merit-based

Vellore Institute of Technology (VIT)

Vellore

INR 1,61,000

21

VITEEE entrance test or merit-based

SASTRA University

Thanjavur

INR 1,01,000

22

Merit-based

Fergusson College

Pune

INR 11,135–17,955

96

Merit-based

Christ University

Bangalore

INR 35,000–1,60,000

13

Christ University Entrance Test, interview

Jain University

Bangalore

INR 4,95,000

99

Jain Entrance Test (JET), interview

Amity University

Gurgaon

INR 2,09,000–2,20,000

72

Amity Entrance Test or merit-based

 

BCA Data Science Admission Process 2025

The admission into BCA in Data Science is based on merit or an entrance examination. Here we have a detailed admission process of Christ University:

 

Step 1: The students will have to visit the official website of Christ University and will have to submit the duly filled-in application form along with all the documents and application fees.

 

Step 2: The applicants can then download the admit card and appear for the Christ University Entrance Test (CUET). The test syllabus includes English, Mathematics, Reasoning, and Data Analysis.

 

Step 5: The candidates will be shortlisted based on their scores in the entrance examination, and the results will be declared on the official website.

 

Step 6: The shortlisted candidates will have to present a micro presentation and appear for a personal interview.

 

Step 7: The candidates will be selected based on their overall performance, and they will have to confirm their admission by paying the first-year fees and submitting the original documents for verification.

 

Documents Required:

  • Original mark cards of Class 10 and Class 12 board exams
  • Final report card of Class 11 (if Class 12 results are not yet available)
  • Valid ID proof (Aadhaar card, Passport, PAN card, etc.)
  • Migration Certificate
  • Transfer Certificate from the previous school or college
  • Passport-sized photographs
  • Qualifying test score

 

BCA Data Science Syllabus

The candidates should be aware of BCA in the Data Science syllabus. It helps them decide if they can handle the coursework or not. Here is the syllabus of Chandigarh University:

Semester 1

Semester 2

Programming Fundamentals with C

Data Structures and Algorithms using C

Mathematics for Mathematics (Discrete Mathematics)

Object-Oriented Programming with C

Introduction to Data Science

Linear Algebra

Digital Logic and Computer Organisation

Database Management Systems (SQL)

English-I

English-II

AI for Everyone

Advanced Excel

Understanding India

Universal Human Values and Professional Ethics

Ethics and Governance in Data Science

Semester 3

Semester 4

Object-Oriented Programming using C++

Machine Learning Basics

Python Programming

Internet of Things

Probability and Statistics

Big Data Technologies (Hadoop, Spark)

Information Security Fundamentals

Software Engineering

Introduction to Digital Marketing

Data and Public Policy

Leadership and Time Management

Formal Logic

Academic Writing Skills

Aptitude & Reasoning

Semester 5

Semester 6

Data Visualisation with Python

Reinforcement Learning

Deep Learning Fundamentals

Optimization Techniques

Natural Language Processing (NLP)

Time Series Forecasting using Python

Introduction to Business Analytics

Internship (4 weeks)

Cloud Computing

Presentation Skills

Semester 7

Semester 8

Data Visualisation with Tableau and Power BI

Advanced Machine Learning

Operating Systems

Advanced Statistics

Data Warehousing and Mining

Predictive Modeling

Software Engineering

Research Project

Research Methodology

 

BCA Data Science Job Opportunities in India

Data Science is one of the emerging fields in India. It has many diverse job opportunities. Here are some that students can pursue after course completion:

Job Profile

Experience

Top Recruiters

Average Salary (INR LPA)

Data Scientist

0-2 years

Amazon, IBM, Accenture

INR 6-8 LPA

Machine Learning Engineer

0-2 years

Flipkart, TCS, Infosys

INR 6-7 LPA

Business Analyst

0-2 years

Deloitte, EY, KPMG

INR 5-6 LPA

Data Analyst

0-2 years

Cognizant, Wipro, Capgemini

INR 4-8 LPA

Software Engineer

0-2 years

Microsoft, HCL, Tech Mahindra

INR 4-5 LPA

Statistician

0-2 years

Mu Sigma, ZS Associates

INR 5 LPA

Database Administrator

0-2 years

Oracle, IBM, Accenture

INR 4-9 LPA

Big Data Engineer

0-2 years

IBM, Infosys, TCS

INR 5-7 LPA

Data Warehouse Architect

0-2 years

Amazon, Capgemini, Cognizant

INR 6-8 LPA

AI Engineer

0-2 years

Google, Microsoft, Accenture

INR 7-9 LPA

 

BCA Data Science FAQs

What subject will students study in this course?

Students on a BCA in Data Science course will cover computer basics and various programming languages such as Python and R. They will also learn statistics and how to apply maths to interpret data.

What are some jobs available for students studying this course?

With a BCA in Data Science, students can get jobs as data analysts who analyse data to identify patterns. They can also become data scientists who develop models to make predictions. There are also business intelligence analysts who assist firms in making informed decisions using data.

Is a BCA in Data Science a suitable starting point for higher studies?

Students can go on to do advanced degrees such as an MCA in Data Science, an MS in Data Science, or even an MBA with a specialisation in data analytics. This undergraduate degree enables students to perform better in more specialised postgraduate courses.

In what way does a BCA in Data Science differ from a normal BCA?

A typical BCA course emphasises more generally about computer applications and software development. But a BCA in Data Science particularly emphasises data analysis, statistics, and machine learning skills. This special emphasis prepares students to work with and interpret data, which is not the central emphasis of a general BCA.

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