R is a highly popular and powerful programming language for data analysis and graphics, used in many research domains. The Leibniz Supercomputing Centre (LRZ) is addressing the needs of R users by facilitating various ways of working with R on LRZ systems.
For one it is hosting a RStudio Server web application as frontend to the LRZ AI Systems. This is an easy to use and powerful, interactive platform for data analytics, machine learning and AI projects. Additionally, R can be used directly on the high performance computing (HPC) systems operated by LRZ, the Linux Cluster and SuperMUC-NG.
In this course, the different possibilities of using R for data analytics, machine learning and AI projects at LRZ will be demonstrated and experienced in hands-on session. Guidelines and best practice examples for running R applications efficiently and productively on the various systems will be provided. Special attention will be paid to different ways of parallelizing R code in order to utilize various LRZ cluster systems. There will be breaks during the session.
There will be three content blocks of roughly one and a half hour each:
The content level of the course is broken down as:
Beginner's content (B):
Intermediate content (I):
Advanced content (A):
Dr. Johannes Albert-von der Gönna (LRZ)
The course is open and free of charge for academic participants from Germany.
Please register with your official e-mail address to prove your affiliation.
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|Course||AI Training Series - High Performance Data Analytics Using R at LRZ|
|Date||12.05.2023 – 12.05.2023|
|Registration deadline||05.05.2023 16:59|
|1||12.05.2023||10:00 – 16:00||Johannes Albert-von der Gönna||ONLINE||Lecture|