| Semester I | Semester II | Semester III | Semester IV |
|---|---|---|---|
| Applied Mathematics for Data Science and AI | AI Systems Lab | Project-III | Project-IV |
| Machine Learning Paradigms | Research Survey and Seminar | Electives (1/2/3/4 credits) | Electives (1/2/3 credits) |
| Data Science Lab | Electives (1/2/3/4 credits) | ||
| Elective | Project-II | ||
| Introduction to Research | |||
| Project-I |
| Sl. No. | Courses | Credits | Sem |
|---|---|---|---|
| 1 | Applied Mathematics for Data Science and AI | 3 | I |
| 2 | Machine Learning Paradigms | 3 | I |
| 3 | Data Science Lab | 2 | I |
| 4 | AI Systems Lab | 2 | II |
| Total Credit | 10 |
| Sl. No. | Courses | Credits | Sem |
|---|---|---|---|
| 1 | Introduction to Research | 2 | I |
| 2 | Research Survey and Seminar | 3 | II |
| Total Credit | 5 |
| NLP and Speech Specialization | Computer Vision-Specialization | Generative AI-Specialization |
|---|---|---|
| Natural Language Processing | Fundamentals of Computer Vision | Advanced Deep Learning |
| Information Retrieval | Object Detection and Recognition | Generative AI |
| Conversational AI | 3D Vision and Geometry | Deep Speech Processing |
| Social Media Analytics | Vision for Autonomous Systems | Large Language Models |
| Speech Recognition Systems | Deep Learning for Vision | Text and Speech Generation with Advanced Models |
| Spoken Language Understanding | AI in Healthcare-Specialization | Visual Creativity with Generative AI |
| Speaker Identification and Verification | Bioinformatics | |
| Financial Analytics Specialization | Healthcare Data Analytics | |
| Financial Data Analytics | Computational Biology | |
| Numeral Methods in Finance | Biomedical Signal and Image Processing | |
| Computational Financial Modelling | Statistics for Health Technology | |
| Applied Econometrics | ||
| Data Science Lab | Electives (1/2/3/4 credits) | |
| Elective | Project-II | |
| Introduction to Research | ||
| Project-I |