Advanced Topics in Deep Learning

This workshop is a follow-up for IU faculty, staff, and students to Intro to Deep Learning taught by UITS Research Technologies (RT). Attendees will take a deeper dive into some problems that can be addressed with DeepLearning on Big Red 200.

These topics include document similarity, custom GPU programming, and function optimization. These specific topics will illustrate general techniques that are widely applicable. No prior knowledge of these techniques is assumed. Knowledge of Unix and Python is needed for the hands-on exercises.

Prerequisite Skills

An account on BigRed200
Basic knowledge of Unix and Python
A means to login via a terminal
Recommended (but not required):
- Intro to Deep Learning on Big Red 200 Supercomputer
- Familiarity with a text editor

Go to the recording from November 2, 2023 workshop.

Advanced Topics in DeepLearning (on YouTube)

View hands-on material from the workshop.

Advanced Topics in DeepLearning (on GitHub)

The Supercomputing for Everyone Series (SC4ES) aims to bring more users into the realm of advanced computing, whether it be visualization, computation, analytics, storage, or any related discipline. Research Technologies can take you to the next level of computing.

Supercomputing for Everyone Series workshops and seminars are led by personnel from Research Technologies, a division of University Information Technology Services and a center in the Pervasive Technology Institute at Indiana University.

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Advanced Topics in Deep Learning

Prerequisite Skills

Go to the recording from November 2, 2023 workshop.

View hands-on material from the workshop.

Go to the recording from April 25, 2023 workshop.

View hands-on material from the workshop.