As a general-purpose programming language with a growing user-base amongst data scientists, Python is increasingly used for data analysis and machine learning applications at the Leibniz Supercomputing Centre (LRZ).
In this half-day course several techniques and best practice examples will be demonstrated - empowering participants to use Python effectively on LRZ systems like the Linux Cluster and the upcoming LRZ cloud infrastructure.
(subject to change)
Installation of Python packages and libraries
Jupyter Notebooks on the Linux Cluster and the Compute Cloud
Simple ML applications on the GPU Cloud and the DGX-1 using TensorFlow and Keras
Parallel Programming on the Linux Cluster
High quality scientific plotting
Batch Programming using Slurm and Python on the Linux Cluster