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Workshop on Machine Learning and Big Data
July 31 @ 8:00 am - August 1 @ 2:00 pm
UCLA-IDRE is pleased to host a two-day, in-person, Big Data workshop (July 31 – August 1, 2024, 8 AM-2 PM each day) organized by Pittsburgh Supercomputing Center.
This workshop will focus on big data analytics, machine learning using Spark, and deep learning using TensorFlow. It is an in-person workshop presented using the Wide Area Classroom (WAC) training platform in OARC Portal (5628 Math Science Building).
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 send an email (indicating your ACCESS ID and which site you wish to attend) to Tom Maiden at tmaiden@psc.edu by Friday, July 26, at Noon Eastern time.
Further details will be provided once your registration has been processed.
Tentative Agenda:
Day – 1:
Wednesday, July 31, 2024 All times given are Pacific |
|
08:00 AM | Welcome |
08:25 AM | A Brief History of Big Data |
09:20 AM | Intro to Spark |
10:00 AM | Lunch Break |
11:00 AM | More Spark and Exercises |
02:00 PM | Intro to Machine Learning |
02:00 PM | Adjourn |
Day – 2:
Thursday, August 1, 2024 All times given are Pacific |
|
08:00 AM | Machine Learning: Recommender System with Spark |
10:00 AM | Lunch break |
11:00 AM | Deep Learning with TensorFlow |
02:00 PM | Tying it All Together |
02:30 PM | Adjourn |
Note: Please visit the PSC’s website for details about the agenda. You are also welcome to contact tvsingh@ucla.edu if you have any questions about this workshop at UCLA.