Due to the COVID-19 pandemic, this session will be available via zoom direct to desktops only.
XSEDE HPC Workshop: BIG DATA and Machine Learning
October 5-6, 2021
XSEDE, along with the Pittsburgh Supercomputing Center, is pleased to present a two day Big Data and Machine Learning workshop. This workshop will focus on topics such as Hadoop and Spark and will be presented using the Wide Area Classroom (WAC) training platform.
Due to COVID-19, this workshop will be remote, using Zoom.
Registration
Register by going to: https://portal.xsede.org/course-calendar
If you do not currently have an XSEDE Portal account, you will need to create one:
Should you have any problems with that process, please contact help@xsede.org and they will provide assistance.
Tentative Agenda
| Tuesday, October 5 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, October 6 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 |
Questions
Please address any questions to Tom Maiden at tmaiden@psc.edu.
XSEDE, the Extreme Science and Engineering Discovery Environment, is the most advanced, powerful, and robust collection of integrated digital resources and services in the world. It is a single virtual system that scientists and researchers can use to interactively share computing resources, data, and expertise. XSEDE integrates the resources and services, makes them easier to use, and helps more people use them.
https://www.psc.edu/resources/training/hpc-workshop-series/xsede-hpc-wor...
