XSEDE Big Data and Machine Learning workshop on your desktop on August 30-31, 2022

XSEDE HPC Workshop: Big Data and Machine Learning
August 30-31, 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.  

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

Tuesday, August 30
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, August 31
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