HPC Monthly Workshop: Machine Learning and BIG DATA
January 7-8, 2025
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, The satellite site list is as follows
- Carnegie Mellon University (PSC)
- California State University, San Bernardino
- University of Central Florida
- Clarkson University
- University of Delaware
- Florida International University – SOLD OUT
- Georgia Institute of Technology
- University of Houston – Clear Lake
- Jet Propulsion Laboratory – NASA (Not Open To Public)
- Michigan State University – Institute for Cyber Enabled Research
- New York University
- Northwestern University
- Yale Center for Research Computing
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 send email (indicating your ACCESS ID and which site you wish to attend) to Tom Maiden at tmaiden@psc.edu by Monday, January 6 at Noon Eastern time.
Classroom location and further details will be provided once your registration has been processed. Thank you for your patience.
FAQ
Tentative Agenda
| Tuesday, January 7 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, January 8 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 |