Advanced Training Program on AI/ML
iHub-Data, IIIT Hyderabad plans to conduct a two-week executive training program on AI/ML for Scientists of PSUs to boost the R&D efforts of strategic research institutions in India. The program extended a brief theoretical overview of contemporary problem-solving paradigm involving AIML techniques and enabling practice in terms of:
(i) use of advanced AIML tools/libraries
(ii) use of public resources (datasets, trained models), and
(iii) training of complex ML models and their evaluation.
This short-term Executive Training program is intended to update the scientists of Indian Public Sector Undertakings working in strategic sectors about the recent innovations taking shape around various AI/ML tools, techniques and architectural frameworks, from an end-to-end perspective.
Invited participants from select institutions who have undergone the 2-week Executive Training Program on AI/ML at IIITH will form the target audience for this course. Probable dates of commencement for this course is during second and third week of December 2024.
Schedule of the Sessions
- Track 1: 6 sessions on Recap
- Track 2: 5 sessions on Tutorials on Deep Neural architectures
- Track 3: End-to-end Sessions with Theory+Tutorials
- Computer Vision through Ages
- Internet of Things – Introduction and Applications
- Explainability in ML Systems
- Autonomous Navigation Systems
- Motion Planning for Multi-UAV (Uncrewed Aerial Vehicles) Systems
- Language Models and Agents
- Vision Transformers and Applications
- Applications of Language Models
- Detection and Tracking
- Computational Imaging
- Discrete Communication (TTS)
- AI Safety: Interpretability, Bias, Machine Unlearning, Robustness
- AI/ML in CogSci Applications (Statistics with R)
- Event-driven Data Pipelines for AI-enabled Systems
- Multimodal Large Language Models
- Diffusion Models with Generative AI
- Engineering Sustainable AI Systems
Resource Persons
NB: Admission restricted, to participants nominated by Training HQs
Hotels nearby IIIT Hyderabad:
| S. No. | Name of the Hotel | Address | Distance to (IIIT-H) |
|---|---|---|---|
| 01 | Aditya INN |
Plot No.4, IDBI Bank, Sri Harsha Apartments, Beside JN, Vinayak Nagar, Indira Nagar, Gachibowli, Telangana 500032 Contact Persons: Nagendar: 83740 52233, Sridhar: 93486 38685 Email: adityainn@hotmail.com Phone: 040-42000518, 40138108 |
900 M |
| 02 | Ellaa | Hill Ridge Springs, Gachibowli, Hyderabad, Telangana – 500032 | 1.9 KM |
| 03 | Red Fox | Plot No. 2, Survey No. 64, Hitech City, Madhapur, Hyderabad, Telangana 500081 | 4 KM |
| 04 | Radisson | Gachibowli Miyapur Rd, Hyderabad, Telangana 500032 | 4 KM |
| 05 | Treebo Tara Residency | Madhapur | 4 KM |
| 06 | Lemon Tree | Survey No. 115/1, Financial District, Nanakram Guda, Gachibowli, Hyderabad, Telangana 500032 | 4.5 KM |
| 07 | Westin | Building No: 15, Raheja IT Park, Hitec City, Madhapur, Hyderabad, Telangana 500081 | 6 KM |
| 08 | Sheraton | 115/1 Nanakramguda, Financial District, Gachibowli, Hyderabad, Telangana, 500032 | 6.7 KM |
| 09 | Trident | HITEC City, Near Cyber Towers, Madhapur, Hyderabad, Telangana, 500081 | 10 KM |
| 10 | Lime Boutique | 4-50/47, Jayabheri Enclave, Gachibowli, Hyderabad, India | 2.6 KM |
For reservations, please contact the hotel directly.
