XSEDE HPC Workshop: BIG DATA and Machine Learning

December 1-2, 2020

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.


Register by going to: https://portal.xsede.org/course-calendar


Tentative Agenda

Tuesday, December 1
All times given are Eastern
11:00 Welcome
11:25 Intro to Big Data
12:00 Hadoop
12:30 Intro to Spark
1:00 Lunch break
2:00 Spark continued
3:00 Intro to Machine Learning
5:00 Adjourn


Wednesday, December 2
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



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.