Using Python in an HPC environment

Pre-requirements:

Pre-requirements
Prepare the environment

Common:

Schedule
Log in and other preparations
Use the tarball with exercises
Use a text editor
HPC clusters
NAISS projects overview
Interactive sessions and Desktop On-Demand

Lessons day 1 (Intro to Python):

Link to Day 1 (Intro to Python)

Lessons day 2 (packages and analysis):

Introduction
Using packages
Install packages
Use isolated environments
Interactive work on the compute nodes
Desktop On Demand
Loading IDEs
A Brief Intro to Matplotlib
Summary
Evaluation
Python documentations at the different HPC centres

Lessons day 3 (advanced analysis):

Intro to Pandas
A Brief Introduction to the Seaborn Statistical Plotting Library
Running Python in batch mode
Big data with Python
Summary day2
Evaluation

Lessons day 4 (parallel and ML):

Parallel computing with Python
Using GPUs with Python
Machine Learning and Deep Learning
Evaluation

Extra:

Other courses
More about packages
Developing in isolated environments
Jupyter at Kebnekaise
On UPPMAX clusters
On Kebnekaise cluster
On Bianca cluster

Using Python in an HPC environment

Evaluation
Edit on GitHub

Evaluation

The evaluation form can be found here: https://forms.office.com/e/KL2EEU3x2M

Previous Next

© Copyright 2025, UPPMAX/HPC2N/LUNARC/InfraVis.

Built with Sphinx using a theme provided by Read the Docs.