HPC Monthly Workshop: Machine Learning and BIG DATA
From the NCSA Delta resource team:
NCSA will be hosting a satellite site for the next PSC/ACCESS training event on Machine Learning and BIG DATA July 31 - Aug 1, 2023.
July 31-August 1, 2023
The Pittsburgh Supercomputing Center is pleased to present a Machine Learning and Big Data workshop, sponsored by ACCESS.
This workshop will focus on topics including big data analytics and machine learning with Spark, and deep learning using Tensorflow.
This will be an IN PERSON event hosted by various satellite sites, there WILL NOT be a direct to desktop option for this event.
Registration
Interested applicants must first have an ACCESS ID. If you do not have an ACCESS ID, please visit this page to create one:
Once you have an ACCESS ID, please complete the following registration page by Friday, July 28 at Noon Eastern time:
Classroom location and further details will be provided once your registration has been processed. Thank you for your patience.
Tentative Agenda
Monday, July 31
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
Tuesday, August 1
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