HPC Monthly Workshop: Machine Learning and BIG DATA
July 29-30, 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 first Login, then complete one of the following registration pages by Monday, July 28 at Noon Eastern time:
ONCE YOU HAVE LOGGED INTO ACCESS, please click on the site below that you wish to attend and you will be directed to the ACCESS registration system:
- Carnegie Mellon University (PSC)
- University of Central Florida
- Georgia Institute of Technology
- University of Houston – Clear Lake
- Jet Propulsion Laboratory – NASA (Not Open To Public)
- New Jersey Institute of Technology
- Purdue University
- Texas Tech University
- More sites may still be added
FAQ
Tentative Agenda
| Tuesday, July 29 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, July 30 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 |