Integrated M.Tech - CSE in Data Science Syllabus & Subjects 2025: Semester-wise List, Top Colleges Syllabus PDF

Integrated M.Tech - CSE in Data Science: Course Syllabus

Some of the Top Subjects are :

• Advanced Data Visualization Techniques
• Fundamentals of Electrical and Electronics Engineering
• Discrete Mathematics and Graph Theory
• Linear algebra
• Principles of Database Systems
• Operating System Principles
• Formal Languages and Automata Theory
• Computer Organization and Architecture
• Software Engineering Principles
• Digital logic and Computer Design
• Data Structures and Algorithm Analysis
• Advanced Algorithms
• Advanced Database Management Systems
• Principles of Compiler Design
• Microprocessor and Interfacing Techniques
• Data Communication and Networks
• Programming in Java
• Cloud Computing Methodologies
• Applied Cryptography and Network Security
• Artificial Intelligence and Expert Systems
• Data Science Programming
• Advances in Web Technologies
• Machine Learning for Data Science. 

Elective Subjects  

• Software Project Management
• Robotics: Machines and Controls
• Business Intelligence
• Advanced Java
• Advanced Data Compression Techniques
• Advanced Graph Algorithms
• Advanced Computer Architecture
• Advanced C Programming
• User Interface Design
• Soft Computing Techniques
• Internet of Everything
• Advanced Wireless Networks
• Data Warehousing and Data Mining
• Computer Graphics and Multimedia
• Distributed Systems
• Blockchain Technologies
• Software Verification and Validation
• Cyber Security and Application Security
• Applications of Differential and Difference Equations.