HPC Monthly Workshop: Machine Learning and BIG DATA
March 8-9, 2023
The Pittsburgh Supercomputing Center is pleased to present a Machine Learning and Big Data workshop, sponsored by ACCESS.
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. The satellite site list(subject to change) is as follows:
- University of California, Los Angeles
- Carnegie Mellon University (sold out)
- Georgia Institute of Technology
- Georgia State University
- University of Houston – Clear Lake
- Iowa State University
- Ohio Supercomputer Center
- Yale Center for Research Computing (sold out)
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 the following registration page by Sunday, March 5 at Noon Eastern time:
Classroom location and further details will be provided once your registration has been processed. Thank you for your patience.
Tentative Agenda
| Wednesday, March 8 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 |
| Thursday, March 9 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 |