The Center for Advanced Research Computing is partnering with the NVIDIA Deep Learning Institute (DLI) to offer a free Fundamentals of Deep Learning workshop on July 28, 2021 from 9:00 to 5:00 PM PST.
The NVIDIA DLI offers hands-on training for developers, data scientists, and researchers looking to solve challenging problems with deep learning and accelerated computing.
In this workshop, you’ll learn how deep learning works through hands-on exercises in computer vision and natural language processing. You’ll train deep learning models from scratch, learning tools and tricks to achieve highly accurate results. You’ll also learn to leverage freely available, state-of-the-art pre-trained models to save time and get your deep learning application up and running quickly. Free to USC students, faculty, and staff - please register with your USC email address.
Workshop details, learning objectives, and a sample workshop agenda can be found here.
An understanding of fundamental programming concepts in Python 3, such as functions, loops, dictionaries, and arrays; familiarity with Pandas data structures; and an understanding of how to compute a regression line.
Suggested materials to satisfy prerequisites: Python Beginner’s Guide.