Institute for Digital Research and Education
Institute for Digital Research and Education
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HPC Monthly Workshop: Machine Learning and BIG DATA
March 8, 2023 @ 8:00 am - March 9, 2023 @ 2:30 pm
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UCLA-IDRE, along with ACCESS and Pittsburgh Supercomputing Center, is pleased to announce a two-day Big Data workshop (March 8 – 9, 2023, 8 AM-2 PM PDT each day).
This workshop will focus on topics including big data analytics, machine learning with Spark, and deep learning using Tensorflow. It will be presented using the Wide Area Classroom (WAC) training platform in UCLA’s Visualization 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: ACCESS User Registration
Once you have an ACCESS ID, please complete the following registration page by Sunday, March at Noon Pacific time: Eventbrite Reservation
Tentative Agenda:
Day – 1:
| Wednesday, February 19, 2020 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, February 20, 2020 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: Visit PSC’s workshop for more details. You may also reach out to tvsingh@ucla.edu in case of any questions about the workshop at UCLA.