Introduction to Applied AI
Organized by NSM Nodal Centres for Training in HPC and AI, in association with NVIDIA & OpenACC
Event Details
Date: Monday, January 31, 2022 to Friday, April 22, 2022
Venue: Online
Site URL:
Course Page
About the Course
This 33-hour online lecture series focuses on Applied Accelerated Artificial Intelligence, covering both foundational concepts and industrial use cases. The course is designed to help participants understand hardware acceleration for AI tasks and deploy AI solutions using state-of-the-art SDKs.
Key Features:
- Delivered by leading faculty and industry experts
- Includes demonstrations and code walkthroughs
- Covers real-world use cases in healthcare and smart cities
- End-of-course online examination with certificates and book prizes
Course Topics
- AI System Hardware: CPU, RAM, GPU, Interconnects
- System Software: OS, Virtualization, Cloud
- Accelerated Deep Learning Frameworks: PyTorch, TensorFlow
- AI Accelerators and Containers (Jupyter Lab)
- Distributed AI Computing: Multi-GPU, MPI, Horovod
- Optimizing Deep Learning: Mixed Precision, Transfer Learning
- Accelerated Data Analytics and Deployment
- Applied AI Use Cases: Smart City, Healthcare
Instructors
- Dr. Satyajit Das
- Mr. Bharatkumar Sharma
- Adesuyi Tosin
- Prof. Satyadhyan Chickerur
Assessment & Certification
- Online examination at the end of the course
- Top performers receive book prizes
- Certificates with grades for successful candidates
- Participation certificates for others
Contact
For full details and registration, visit the
AI SHIKSHA IIT Goa course page.