VGU Online BCA in Data Science (DS)
Course Overview
Vivekananda Global University’s Online BCA in Data Science is a 3‑year (6 semester) programme built for learners who want practical analytics, programming and data engineering skills for decision‑making roles. You will learn Python programming, data structures, DBMS, statistics, exploratory data analysis, machine learning, visualization and cloud data pipelines. This UGC‑entitled online degree from a NAAC A+ university offers recorded modules, live workshops and hands‑on projects for flexible learning. The curriculum emphasises storytelling with data, responsible analytics and business impact. Graduates can pursue roles in data analysis, BI, junior data science, data engineering and analytics consulting across industries.
Accreditations
NAAC A+
DEB
AICTE
Course Highlights
Designed to deliver industry-relevant skills, academic excellence, and career growth
- Applied Statistics: Use probability, inference and regression for data‑driven decisions
- EDA & Visualization: Profile data, clean datasets and communicate insights visually
- Machine Learning Basics: Build classification, clustering and recommendation models
- SQL & NoSQL: Work with relational schemas and scalable data stores
- Cloud Data Pipelines: Ingest, transform and orchestrate datasets on cloud
- Python Ecosystem: Use pandas, NumPy, scikit‑learn and notebooks effectively
- Business Problem Solving: Translate objectives into measurable analytics tasks
- Portfolio Projects: Deliver capstone notebooks, dashboards and reports
Course Benefits
Data Skills That Matter
Gain practical analytics, ML and data engineering capabilities applicable from day one in industry.
Storytelling With Data
Learn to present insights clearly using dashboards, reports and stakeholder‑friendly narratives.
Cloud‑Ready Workflows
Understand modern data stacks, orchestration and scalable storage patterns.
Career Guidance
Receive mentorship, resume feedback and interview preparation from VGU’s career cell.
Course Fees
The fee structure for this VGU Online BCA in Data Science (DS) is designed to be affordable and flexible for both freshers and working professionals
Total 6 semester
INR 22,000 / Semester
*Fees may vary kindly check the actual fee with our counsellor
Full course fee
INR 1,32,000
*Inclusive of all taxes
EMI starting at
INR 3,667 / Month
*Terms & Conditions apply
Eligibility
- »
10+2 (any stream; Maths preferred) from a recognised board with minimum 50% marks
- »
Freshers and working professionals may apply
- »
Merit‑based admission; bridge modules for non‑math backgrounds
Course Syllabus
Semester 1
VGBCADS101
Programming with Python
VGBCADS102
Mathematics for Computing
VGBCADS103
Database Management Systems
VGBCADS104
Computer Systems & OS
VGBCADS105
Business Communication
Semester 2
VGBCADS201
Data Structures & Algorithms
VGBCADS202
Statistics & Probability
VGBCADS203
SQL Programming
VGBCADS204
Web Technologies
VGBCADS205
Data Ethics & Governance
Semester 3
VGBCADS301
Exploratory Data Analysis
VGBCADS302
Machine Learning Foundations
VGBCADS303
Data Visualization & BI
VGBCADS304
NoSQL & Big Data Basics
VGBCADS305
Python for Data Engineering
Semester 4
VGBCADS401
Time Series & Forecasting
VGBCADS402
Feature Engineering & Model Tuning
VGBCADS403
Cloud Data Warehousing
VGBCADS404
APIs & Data Integration
VGBCADS405
Mini Project I
Semester 5
VGBCADS501
Advanced Analytics & A/B Testing
VGBCADS502
NLP for Analytics
VGBCADS503
Dashboards with BI Tools
VGBCADS504
Data Security & Privacy
VGBCADS505
Elective: Geospatial Analytics
Semester 6
VGBCADS601
Analytics Product Management
VGBCADS602
MLOps for DS
VGBCADS603
Internship & Industry Seminar
VGBCADS604
Entrepreneurship & Innovation
VGBCADS605
Capstone Project
Top Recruiters
Top recruiters for this course include Google, Amazon, Accenture, and Deloitte. Companies like Infosys and Tata Consultancy Services provide strong opportunities in tech and management roles.
Explore Other Specializations from Vivekananda Global University
FAQs
Is mathematics mandatory for this Online BCA in Data Science (DS) course?
Mathematics is preferred but not mandatory for the AI and Machine Learning programme at Vivekananda Global University. Bridging modules cover essentials like probability, statistics, and linear algebra for a smooth learning experience.
What tools will I learn in Vivekananda Global University during Online BCA in Data Science (DS) course?
At Vivekananda Global University, learn Python, SQL/NoSQL, BI tools, and cloud data platforms to build industry-ready skills in data analytics, AI, and machine learning.
How practical is this Online BCA in Data Science (DS) programme?
The AI & Data Science programme at Vivekananda Global University offers hands-on labs, real-world datasets, and a capstone project to build an industry-ready portfolio in AI, machine learning, and data analytics.
Is this Vivekananda Global University Online BCA in Data Science (DS) degree recognised?
Yes, VGU’s online BCA is UGC‑entitled from a NAAC A+ university.
Are classes live or recorded for Online BCA in Data Science (DS) course?
Both—weekly live workshops with recordings for flexible access.
How are exams conducted in Vivekananda Global University?
Assignments, quizzes, projects and proctored online examinations.