# Deep Learning by Doing: The NVIDIA Deep Learning Institute and University Ambassador Program

## TL;DR

This paper describes NVIDIA's Deep Learning Institute and University Ambassador Program, which provide hands-on, project-based online training in deep learning and accelerated computing to students and educators worldwide.

## Contribution

It introduces an online platform with practical courses and a program supporting university educators to teach deep learning and HPC, bridging the gap between theory and application.

## Key findings

- Students gain hands-on experience with AI frameworks and GPU acceleration.
- The platform enables real-world problem solving in deep learning.
- University programs expand access to practical HPC education.

## Abstract

Over the past two decades, High-Performance Computing (HPC) communities have developed many models for delivering education aiming to help students understand and harness the power of parallel and distributed computing. Most of these courses either lack a hands-on component or heavily focus on theoretical characterization behind complex algorithms. To bridge the gap between application and scientific theory, NVIDIA Deep Learning Institute (DLI) (www.nvidia.com/dli) has designed an on-line education and training platform that helps students, developers, and engineers solve real-world problems in a wide range of domains using deep learning and accelerated computing. DLI's accelerated computing course content starts with the fundamentals of accelerating applications with CUDA and OpenACC in addition to other courses in training and deploying neural networks for deep learning. Advanced and domain-specific courses in deep learning are also available. The online platform enables students to use the latest AI frameworks, SDKs, and GPU-accelerated technologies on fully-configured GPU servers in the cloud so the focus is more on learning and less on environment setup. Students are offered project-based assessment and certification at the end of some courses. To support academics and university researchers teaching accelerated computing and deep learning, the DLI University Ambassador Program enables educators to teach free DLI courses to university students, faculty, and researchers.