XSEDE HPC Workshop: BIG DATA and Machine Learning

big-data
machine-learning
spark
08/30/22 - 11:00 AM - 08/31/ - 05:30 PM EDT

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

Agenda
Tuesday, August 30
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 31
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