Bachelor of Computer Application (BCA - Specialization)

Data Analytics


Eligibility

Pass in 10+2 or equivalent from a recognized board, preferably with Mathematics, Computer Science, or Statistics as one of the subjects.

Overview

This BCA program focuses on building data-driven decision-making skills by equipping students with tools and techniques to analyze and visualize data effectively. The curriculum emphasizes practical applications and real-world projects in data analytics.

Program Description

Students gain expertise in data collection, preprocessing, analysis, and visualization. They learn programming languages and tools like Python, R, and SQL, along with advanced techniques in machine learning and big data analytics.

Awards
  • Degree: Bachelor of Computer Applications (BCA)
  • Additional Certification: Advanced Data Analytics Techniques
Credits

Total Credits: 140 (including projects and internships)

Curriculum Structure (Semester-Wise)
  • Fundamentals of Data Analytics
  • Programming Basics with Python
  • Mathematics for Data Analytics
  • IT and Digital Transformation Basics
  • Analytics Lab I: Data Handling
  • Data Structures and Algorithms
  • Introduction to Databases
  • Statistics for Data Science
  • Business Intelligence Basics
  • Analytics Lab II: SQL and Data Visualization
  • Advanced Data Visualization Tools
  • Predictive Analytics with Python and R
  • Machine Learning Basics
  • Big Data Fundamentals
  • Analytics Lab III: Machine Learning Projects
  • Text and Social Media Analytics
  • Data Mining Techniques
  • Advanced Statistical Modeling
  • Cloud Data Analytics
  • Analytics Lab IV: Data Integration and Reporting
  • Industry Internship in Data Analytics
  • Elective I: Marketing Analytics / Financial Analytics
  • Research Methodology in Data Science
  • Advanced Big Data Analytics
  • Capstone Project: End-to-End Analytics Solution
  • Placement Preparation and Career Guidance
  • Elective II: AI for Analytics / IoT Data Analytics
  • Advanced Topics in Analytics Frameworks
Career Enhancement Programs
  • Certification workshops on Tableau, Power BI, and Hadoop
  • Data hackathons and case-study-based projects
  • Training in soft skills and business communication
Career Outcomes
  • Data Analyst
  • Business Intelligence Specialist
  • Machine Learning Engineer
  • Big Data Consultant
  • Analytics Manager