Course Duration | 3 Years |
---|---|
Course Level | Undergraduate |
Course Tuition Fees | INR 1.5 Lakhs per annum |
Mode of Study | Full Time |
Institute Type | Private |
Semester | Subjects/Topics |
---|---|
Semester 1 | Introduction to Programming, Mathematics for Computer Science, Introduction to Data Analytics, Principles of Management, English Communication Skills |
Semester 2 | Object-Oriented Programming, Database Management Systems, Data Structures, Environmental Studies, Statistical Methods for Data Analysis |
Semester 3 | Operating Systems, Web Technologies, Advanced Database Management Systems, Data Visualization, Business Analytics |
Semester 4 | Software Engineering, Big Data Analytics, Machine Learning, Cloud Computing, Elective 1 (e.g., IoT, Cyber Security Fundamentals) |
Semester 5 | Data Mining, Predictive Analytics, Elective 2 (e.g., Advanced Web Technologies, Mobile Application Development), Project Work (Part 1), Internship |
Semester 6 | Deep Learning, Elective 3 (e.g., Blockchain Technology, Artificial Intelligence), Project Work (Part 2), Seminar on Emerging Technologies, Comprehensive Viva |
Course Code | Course Title | Key Topics |
---|---|---|
BCA-DA101 | Introduction to Data Analytics | Data Types, Data Collection, Data Cleaning, Basic Statistics |
BCA-DA102 | Programming for Data Analytics | Python/R Basics, Data Structures, Control Structures, Functions, Libraries |
BCA-DA201 | Database Management Systems | SQL, NoSQL, Data Models, Database Design, Normalization |
BCA-DA202 | Data Warehousing and Data Mining | Data Warehousing Concepts, ETL, Data Mining Techniques, OLAP |
BCA-DA301 | Big Data Analytics | Hadoop Ecosystem, Spark, Big Data Processing, Data Lakes |
BCA-DA302 | Machine Learning | Supervised Learning, Unsupervised Learning, Neural Networks, Deep Learning |
BCA-DA401 | Business Intelligence and Visualization | BI Tools, Dashboards, Data Visualization Techniques, Reporting |
BCA-DA402 | Capstone Project | Project Planning, Data Analysis, Implementation, Reporting |