Semester | Subjects | Practicals/Labs |
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Semester 1 | Introduction to Data Science, Mathematics for Data Science, Programming Fundamentals, Principles of Management | Programming Fundamentals Lab, Mathematics Lab |
Semester 2 | Statistics for Data Science, Database Management Systems, Object-Oriented Programming, Communication Skills | Statistics Lab, Database Management Systems Lab, Object-Oriented Programming Lab |
Semester 3 | Data Structures and Algorithms, Operating Systems, Data Visualization, Business Analytics | Data Structures Lab, Operating Systems Lab, Data Visualization Lab |
Semester 4 | Machine Learning, Web Technologies, Big Data Analytics, Financial Accounting | Machine Learning Lab, Web Technologies Lab, Big Data Analytics Lab |
Semester 5 | Deep Learning, Cloud Computing, Elective I (choose one: IoT for Data Science, Text Analytics, Social Network Analysis), Project Management | Deep Learning Lab, Cloud Computing Lab, Project Work (Part 1) |
Semester 6 | Advanced Machine Learning, Data Science Project, Elective II (choose one: Blockchain for Data Science, Cyber Security for Data Science, Advanced Web Technologies), Professional Ethics | Advanced Machine Learning Lab, Data Science Project (Part 2) |