User networking session: Python Tutorial (Intermediate course)

Please note that this session will be given a lecture in Japanese.
 

Overview

This session provides a third-place place in the field of computational science through a wide range of academic and industrial user gathering, mainly for the users of this Center. The Python tutorial is held as a support program for user networking session. For this reason, not only users of this center, but also those who belong to academic institutions and private companies and to apply the following situation.
・Those who are interested in simulation, etc.
・Those who have been "interested in but have never used a supercomputer" or those who have just started using it
・Those who are interested in programming (Python programming)
 

About Python Tutorial (Intermediate course)

  • This tutorial is an intermediate course, but the contents are for a beginner who has used Python before. The first session will be held hands-on based on examples of practical programming while reviewing the contents of the beginner course. In the tutorial, not only knowledge of Python but also related knowledge such as IT, Web, Internet, AI, etc. will be explained.
  • This tutorial is intended to be a tutorial development and lecturer by graduate students belonging to the center, with the cooperation of the Applied Information Systems at this center (Professor Shimojo, and Director of the Center, and Associate Professor, Susumu Date). Based on the experience of graduate students themselves, those who want to start Python from now on, those who have given up and want to try again, etc. are highly recommended. So, this is a good opportunity that you can feel free to ask questions about things you can not understand.

    •  

    *Note: The IDE used as a programming environment in the seminar is mainly advanced using Google Colaboratory. Google Colaboratory is free, but you will need a Google account to use it. For more information about Google Colaboratory, please click here. You can also ask questions when you join us in an IDE that supports the familiar Python.

     

Program

Python tutorials (intermediate course) are held three times every week on Monday, a total of three weeks.
 

Day1

October 17 (Mon) 13:15 - 15:00
13:15 - 13:20 Greetings and Explanation of Purpose
Susumu Date, The Associate Professor of the Research Division of Applied Information Systems at the Cybermedia Center, Osaka University
13:20 - 14:45 Learn how to use Python libraries through numerical calculations, data visualization, web scraping, and more. (Instructor: Seiju Yasuda, Applied Information Systems at the Cybermedia Center, Osaka University / Graduate School of Information Science and Technology, Osaka University)
14:45 - 15:00 Summary and Q&A session

 

Day2

Learn AI programming, including pre-processing of training data. We will mainly use Pandas for preprocessing and scikit-learn for AI models. The goal is to master the basic programming knowledge necessary to start AI. (Instructor: Seiju Yasuda, Applied Information Systems at the Cybermedia Center, Osaka University / Graduate School of Information Science and Technology, Osaka University)

October 24 (Mon) 13:15 - 15:00
13:15 - 14:45 Tutorial
14:45 - 15:00 Summary and Q&A session

 

Day3

Using image classification as a subject, we will learn Deep Learning. TensorFlow/Keras is going to be used as a deep-learning library. The goal is to master the basic programming skills necessary to use deep learning. (Instructor: Seiju Yasuda, Applied Information Systems at the Cybermedia Center, Osaka University / Graduate School of Information Science and Technology, Osaka University)

October 31 (Mon) 13:15 - 15:00
13:15 - 14:45 Tutorial
14:45 - 15:00 Summary and Q&A session

 

Important notice with regard to taking this seminar

Because of COVID‑19, this seminar is live-streamed online using online meeting tools.
Please make sure you have internet access. We will contact you about how to connect separately.

Date : October 17 (Mon) 13:15 - 15:00
　　　October 24 (Mon) 13:15 - 15:00
　　　October 31 (Mon) 13:15 - 15:00
Instructor: Cybermedia Center
Venue: Online
Type : Lecture, Hands-on
Quota: 15(Hands-on), 100(listen only)
Application deadline: May 17, 10:00 a.m.

Application acceptance has ended.