Data Science – Specialization Tracks (2025–2029)
The Data Science Specialization Tracksfor 2025-26 are designed to supporta future-ready undergraduate programme designed to nurture data-driven innovators and AI professionals equipped for the rapidly evolving digital ecosystem. The curriculum blends core computing principles, mathematical foundations, and industry-integrated electives to empower students with analytical, technical, and managerial competencies.Through flexible specialization pathways, students can tailor their learning to align with career goals, emerging technologies, and interdisciplinary domains.
Students from the 2025–2029 batch can choose one of the following specialization tracks:
- Artificial Intelligence and Data Science
- Data Science and Analytics
- Information System
| Semester | SEM IV | SEM V | SEM V | SEM VI | SEM VI | SEM VI | SEM VII | SEM VII | SEM VII | SEM VII | SEM VIII | SEM VIII |
| Specialization | Software Lab-II | Software Lab -III | PE-I (T) | PE-II (TP) | PE-III (T) | PE-IV (TP) | PE-V (TP) | PE-VI (TP) | PE-VII (T) | PE-VIII (T) | PE-IX (T) | PE-X(T) |
| Artificial Intelligence and Data Science Track | Data Exploration and Handling Lab | Web Technologies Lab | Data Analysis and Visualization | NoSQL databases | Data Privacy and Security | Natural Language Processing | Image Analysis and Computer Vision | Deep Learning-II | Large Scale Data Analytics | Time Series Analysis | Generative AI | Financial Engineering |
| Data Science and Analytics Track | Data Exploration and Handling Lab | Web Technologies Lab | Data Analysis and Visualization | Natural Language Understanding and Analytics | Network Security & Cryptography | Business Intelligence and Analytics | Next Generation Databases | Big Data Analytics | Customer Relationship Management | Financial Analytics | Image and Video Analytics | Time Series Analysis |
| Information System Track | Advanced Linux | Web Programming | Product and Project Management | Mobile Apps Development | Wireless Communication | Internet of things | Customer Relationship Management | Context Aware Computing | Information Retrieval | Cryptography & Network Security | Software Defined Network | Cyber Physical Systemsv |