Semester | Subjects |
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1 | Introduction to Programming, Mathematics for Data Science, Basics of Data Science, English Communication, Environmental Studies |
2 | Advanced Programming, Database Management Systems, Statistics for Data Science, Organizational Behavior, Financial Accounting |
3 | Data Structures and Algorithms, Operating Systems, Machine Learning Basics, Business Data Processing, Soft Skills |
4 | Big Data Analytics, Cloud Computing for Data Science, Advanced Machine Learning, Data Visualization, Business Intelligence |
5 | Deep Learning, Natural Language Processing, Data Science Project Management, Elective 1, Elective 2 |
6 | Capstone Project, Internship, Elective 3, Elective 4 |
Important Topics in BCA in Data Science at IMS Noida |
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Introduction to Data Science |
Programming for Data Science (Python/R) |
Mathematics & Statistics for Data Science |
Data Visualization Techniques |
Machine Learning Algorithms |
Big Data Analytics |
Database Management Systems |
Data Mining and Predictive Modeling |
Artificial Intelligence Basics |
Cloud Computing for Data Science |