BCA Honors (Data Science)
Merging core computer applications with advanced data science � analytics, visualization, and predictive modeling � making graduates highly employable across every industry.
Program Overview
The BCA Honors in Data Science is an industry-aligned program that equips students with both software development skills and data science expertise. Students learn to build applications, manage databases, and apply advanced analytics to solve real-world business problems � a rare and highly valuable combination in today's job market.
From building data pipelines and designing dashboards to developing machine learning models and deploying them in web applications, students graduate as versatile data professionals ready for immediate impact in any organization.
Core Curriculum
Data Analysis & Visualization
Exploratory data analysis, Python/R, Matplotlib, Seaborn, Plotly, and building interactive dashboards.
Database Management & SQL
Relational databases, advanced SQL queries, stored procedures, NoSQL (MongoDB), and data modelling.
Predictive Modeling & ML
Regression, classification, clustering, model evaluation, hyperparameter tuning using Scikit-learn.
Big Data Frameworks
Introduction to Hadoop, Spark, and distributed computing for processing large-scale datasets.
Business Analytics & Reporting
KPI design, business intelligence reports, Power BI, Tableau, and storytelling with data.
Web & Application Development
Building data-driven web applications with Flask/Django and integrating ML models into interfaces.
Career Pathways & Opportunities
Graduates are in demand across data-driven organizations worldwide:
- Data Analyst
- BI Developer
- ETL Developer & Data Engineer
- Business Analyst at MNCs
- Application Developer
- MCA / M.Sc Data Science
Quick Facts
Tools & Technologies
- ? Python, R, SQL
- ? Tableau & Power BI
- ? MySQL & MongoDB
- ? Flask & Django
- ? Scikit-learn & XGBoost
- ? Apache Spark (Basics)