PG Diploma in Data Science & AI
Program Structure and Salient Features
- 9 months long diploma course, 450 hours program including online interactive sessions of 310 hours and required self-study and project work of 140 hours
- 30 credits
- One term project
- All courses are mandatory (no elective)
- Lectures by IIIT-D faculty and Subject Matter Experts from the partner industry
- Industry-aligned certification examinations including courses, credits and responsibilities
- Delivery Mode will be Online
Detailed Structure
| Term Course | Hours | Course | Credit | Responsibility | ||
| Classroom | Lab | Total | ||||
| Trimester 1 (110 hrs) | 90 hrs | 20 Hrs | 110 Hrs | Python Programming for analytics | 2 | IIIT-D |
| Probability and Statistics | 3 | IIIT-D | ||||
| Mathematics and optimization theory | 2 | IIIT-D | ||||
| Business Intelligence | 2 | IBM | ||||
| Trimester 2 (160 hrs) | 120 hrs | 40 Hrs | 160 | Introduction to Machine Learning | 2 | IIIT-D |
| Data Science | 2 | IBM | ||||
| Data Mining | 3 | IIIT-D | ||||
| Big Data Applications | 2 | IBM | ||||
| Natural Language Processing | 2 | IIIT-D | ||||
| Trimester 3 (130 hrs) | 100 hrs | 30 hrs | 130 hrs | Application of ML/DL | 2 | IIIT-D |
| Deep Learning | 3 | IIIT-D | ||||
| Artificial Intelligence in application | 3 | IBM | ||||
| Term project | 2 | Joint | ||||
| Total | 310 Hrs | 90 Hrs | 400 hrs | 12 subjects + 1 Term Project | 30 | Hours: IBM/IIIT-D (100+90)+20hrs Joint Project Monitoring |
Mode of course delivery
- Days: All Saturday and one Sunday in every month (at least 46 days for the program duration)
- Timing: 09:00 hrs to 17:00 hrs with one break of 60 minutes (7 hours per online session)
- Online lectures and labs
- Delivery Mode will be Online