XSEDE HPC Workshop: Big Data and Machine Learning: August 10-11, 2021

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Date: 
Tuesday, August 10, 2021 - 11:00am to Wednesday, August 11, 2021 - 5:00pm

XSEDE HPC Workshop: BIG DATA and Machine Learning
August 10-11, 2021
 
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 via the XSEDE Poral Training Pages. Registration closes on August 6. 
https://urldefense.com/v3/__https://portal.xsede.org/course-calendar__;!!KGKeukY!hVMnvKUIE96eyALLcKm_OfTTeOgg4K8y--JnU_V613H7_MHvonoH7aD1vLy6gcB1XWk$

Tentative Agenda
Tuesday, August 10
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 11
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