XSEDE HPC Workshop: BIG DATA and Machine Learning
August 30-31, 2022
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 including big data analytics and machine learning with Spark, and deep learning using Tensorflow.
Due to COVID-19, this workshop will be remote, using Zoom.
Registration
Register by going to: https://portal.xsede.org/course-calendar
Tentative Agenda
| Tuesday, August 30 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, August 31 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.