XSEDE Big Data and Machine Learning workshop on your desktop on December 7-8, 2021
XSEDE HPC Workshop: Big Data and Machine Learning
December 7-8, 2021
XSEDE along with the Pittsburgh Supercomputing Center is pleased to present a two-day Big Data and Machine Learning workshop.
This hands on workshop will focus on topics such Spark and Tensorflow.
Due to COVID-19, this workshop will be remote, using zoom.
Registration
Register by going to: https://portal.xsede.org/course-calendar
Agenda
Tuesday, December 7
All times given are Central
10:00 Welcome
10:25 A Brief History of Big Data
11:20 Intro to Spark
12:00 Lunch break
1:00 More Spark and Exercises
2:00 Intro to Machine Learning
4:00 Adjourn
Wednesday, December 8
All times given are Central
10:00 Machine Learning: Recommender System with Spark
12:00 Lunch break
1:00 Deep Learning with Tensorflow
4:00 Tying it All Together
4:30 Adjourn