Please note that this session will be given a lecture in Japanese.
Overview
Not only the users of supercomputing system in the D3 Center but also the following user candidates in both academia and industry:
・Those who are interested in computer simulations
・Those who have never used supercomputing systems although being interested or those who just stated to use supercomputing systems.
・Those who are interested in programming (especially in Python programming)
can participate this networking session.
Python Tutorial (Deep Learning course)
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In this tutorial, a graduate student in the Advanced High-Performance Computing Infrastructure Systems Research Division at the D3 Center at The University of Osaka is in charge as the lecturer of this tutorial, in a cooperation with Prof. Susumu Date. Based on the programming experience and expertise acquired through his graduate study, the graduate student will give a practical lecture on Python. Everybody including those who want to begin learning Python and those who gave up Python in the past and want to try again are welcome to join.
The IDE mainly used in this tutorial is Google Collaboratory. It is available with free of charge but requires your Google account. Please refer here. Of course, you can join with your favorite IDE for Python programming.
Program
Day 1 : Fundamentals of Deep Learning
| November 5 (Wed) 10:00 - 12:00 | |
|---|---|
| 10:00 - 11:45 | Tutorial : Fundamentals of Deep Learning Learning the entire process from data preparation to training and verification, through learning the basic concepts of deep learning and practicing classification of table data. Lecturer: Yoshiki Noguchi, Graduate Student, Graduate School of Information Science and Technology, The University of Osaka, Japan / Advanced High-Performance Computing Infrastructure Systems Research Division, D3 Center, The University of Osaka, Japan |
| 11:45 - 12:00 | wrap-up and Q&A |
Day 2 : Applications of Deep Learning
| November 12 (Wed) 10:00 - 12:00 | |
|---|---|
| 10:00 - 10:10 | Greetings Susumu Date, Professor, Advanced High-Performance Computing Infrastructure Systems Research Division, D3 Center, The University of Osaka, Japan |
| 10:10 - 11:45 | Tutorial : Applications of Deep Learning Learning model improvement procedures and advanced design, through advanced deep learning (such as image data classification). Lecturer: Yoshiki Noguchi, Graduate Student, Graduate School of Information Science and Technology, The University of Osaka, Japan / Advanced High-Performance Computing Infrastructure Systems Research Division, D3 Center, The University of Osaka, Japan |
| 11:45 - 12:00 | wrap-up and Q&A |
Note
Note on application
When you click the "Send (送信)" button, an automatic email will be sent to the email address you entered. If you do not receive an email, please contact the system administrator (system@cmc.osaka-u.ac.jp).
Date : November 5, 10:00 a.m. - 12:00 a.m.
November 12, 10:00 a.m. - 12:00 a.m.
Instructor: D3 Center
Venue: Online
Type : Lecture, Hands-on
Quota: 15(Hands-on), 100(listen only)
Application deadline: November 4
