Institute for Digital Research and Education
Institute for Digital Research and Education
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Workshop on Machine Learning and Big Data
July 31, 2024 @ 8:00 am - August 1, 2024 @ 2:00 pm
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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.