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XSEDE HPC Workshop: Big Data and Machine Learning
August 4, 2020 @ 11:00 AM – August 5, 2020 @ 5:00 PM
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.
This will count as a workshop for students enrolled in the Certificate of Advanced Scientific Computing
Due to COVID-19, this workshop will be remote, using zoom.
Registration
Register by going to: https://portal.xsede.org/
Tentative Agenda
Tuesday, August 4
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 Intro to Machine Learning
4:45 Bridges: A Big Data Platform
5:00 Adjourn
Wednesday, August 5
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 Adjourn