| Course No. | Course Title | Credit |
|---|---|---|
| DS1010 | Introduction to Data Science and Engineering | 1-0-0-1 |
| DS5003 | Data Engineering | 3-0-3-5 |
| DS3010 | Machine Learning | 3-0-3-5 |
| DS2010 | Introduction to Optimization | 3-0-0-3 |
| DS5005 | Optimization | 3-0-0-3 |
| DS2030 | Data Structure and Algorithm for Data Science | 3-0-3-5 |
| DS2020 | Introduction to Artificial Intelligence | 3-0-2-4 |
| DS3040 | Deep Learning | 3-0-0-3 |
| DS2040 | Computer Systems for Data Science | 3-0-3-5 |
| DS3020 | Database Systems | 3-0-3-5 |
| DS5102 | Big Data Lab | 0-0-3-3 |
| DS5102 | Data Analytics | 2-0-3-4 |
| DS5603 | Information Retrieval | 3-0-0-3 |
| DS3060 | AI Ethics | 2-0-0-2 |
| DS6004 | Responsible Artificial Intelligence | 3-0-0-3 |
| DS3020 | Natural Language Processing | 3-0-0-3 |
| DS5602 | Computer Vision | 3-0-0-3 |
| DS5608 | Time Series modelling and analysis | 3-0-0-3 |
| DS6003 |
Probabilistic Graphical Model |
3-0-0-3 |
You can find the course details here
A few relevant courses that are offered by other departments are listed below:
- Discrete Math
- Signal Processing for Data Science
- Applied Accelerated Artificial Intelligence
- AI for Internet of Things
- Big Data Analytics
- Information Theory
- Reinforcement Learning