XSEDE HPC Workshop: BIG DATA and Machine Learning

February 16 & 18, 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

Wednesday, February 16 
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
Friday, February 18
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.