Machine Learning and BIG DATA, Part 1 of 2

The Pittsburgh Supercomputing Center is pleased to present a Machine Learning and Big Data workshop.

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 at UCF, a Satellite Site. The speakers will be on Zoom. There WILL NOT be a direct to desktop option for this event. You must bring your laptop to the sessions.

This is a two-part event taking place over two days, January 7 and January 8, with the second day's material building upon the first day. You do not need to register for both parts of the event.

How to Register

Interested applicants must first have an ACCESS ID. If you do not have an ACCESS ID, please visit https://operations.access-ci.org/identity/new-user. 

For further instructions to create ACCESS ID: https://rci.research.ucf.edu/wp-content/uploads/sites/38/2024/12/ACCESS-Account-Creation-Workshop.pdf

Once you have an ACCESS ID, please send an email to Tom Maiden (tmaiden@psc.edu) by Friday, January 3rd at 12:00 PM Eastern with the following information:

• ACCESS ID: <YOUR ACCESS ID>
• Satellite Site Location: University of Central Florida

Agenda for January 7, 2024

• 11:00 AM - Welcome
• 11:25 AM - A Brief History of Big Data
• 12:20 PM - Intro to Spark
• 01:00 PM - Lunch break (lunch is not being provided for this event)
• 02:00 PM - More Spark and Exercises
• 03:00 PM - Intro to Machine Learning
• 05:00 PM - Adjourn

Agenda for January 8, 2024

• 11:00 AM - Machine Learning: Recommender System with Spark
• 01:00 PM - Lunch break (lunch is not being provided for this event)
• 02:00 PM - Deep Learning with TensorFlow
• 05:00 PM - Tying it All Together
• 05:30 PM - Adjourn

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