HPC Monthly Workshop: Machine Learning and BIG DATA
May 13-14, 2025
The Pittsburgh Supercomputing Center is pleased to present a Machine Learning and Big Data workshop.
This workshop will focus on topics including big data analytics and machine learning with Spark, and deep learning using Tensorflow.
This will be an IN PERSON event hosted by various satellite sites, there WILL NOT be a direct to desktop option for this event.
Registration
Interested applicants must first have an ACCESS ID. If you do not have an ACCESS ID, please visit this page to create one:
Once you have an ACCESS ID, please complete one of the following registration pages by Monday, May 12 at Noon Eastern time:
Click on the site below that you wish to attend and you will be directed to the ACCESS registration system:
- University of Arizona
- Carnegie Mellon University (PSC)
- University of Central Florida
- University of Delaware
- Georgia State University
- Georgia Institute of Technology
- University of Houston – Clear Lake
- University of Iowa
- Jet Propulsion Laboratory – NASA (Not Open To Public)
- University of Michigan
- National Center for Supercomputing Applications
- New York University, High Performance Computing Group
- Texas Tech University
- University of California, Los Angeles
- West Virginia University
FAQ
Tentative Agenda
| Tuesday, May 13 All times given are Eastern |
|
|---|---|
| 11:00 | Welcome |
| 11:25 | A Brief History of Big Data |
| 12:20 | Intro to Spark |
| 1:00 | Lunch break |
| 2:00 | More Spark and Exercises |
| 3:00 | Intro to Machine Learning |
| 5:00 | Adjourn |
| Wednesday, May 14 All times given are Eastern |
|
|---|---|
| 11:00 | Machine Learning: Recommender System with Spark |
| 1:00 | Lunch break |
| 2:00 | Deep Learning with Tensorflow |
| 5:00 | Tying it All Together |
| 5:30 | Adjourn |