Semester | Subjects |
---|---|
Semester 1 | Introduction to Programming, Mathematics for Computer Science, Introduction to Data Science, English Communication, Environmental Studies |
Semester 2 | Object-Oriented Programming, Data Structures, Database Management Systems, Probability and Statistics, Digital Electronics |
Semester 3 | Operating Systems, Web Technologies, Advanced Data Structures and Algorithms, Linear Algebra, Minor Project I |
Semester 4 | Software Engineering, Computer Networks, Machine Learning, Discrete Mathematics, Minor Project II |
Semester 5 | Big Data Analytics, Cloud Computing, Artificial Intelligence, Elective I, Major Project I |
Semester 6 | Data Visualization, Internet of Things (IoT), Elective II, Major Project II, Internship |
Important Topics in BCA in Data Science |
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Introduction to Data Science |
Programming for Data Science |
Data Structures and Algorithms |
Mathematics for Data Science |
Database Management Systems |
Statistical Methods for Data Science |
Data Visualization |
Machine Learning |
Big Data Technologies |
Deep Learning |
Cloud Computing for Data Science |
Business Intelligence and Analytics |
Artificial Intelligence |
Data Security and Privacy |
Capstone Projects and Internships |