Training material
Get the basics right! In addition the the Tutorials and FAQ collections, this page links to a selection of additional training material useful for self study. At the bottom of the page, you can also find a summary of trainings and training material sources and platforms by CSC and partners!
Linux & HPC basics
- Linux 101 guide
- Linux 1: Introduction to Linux course material (GitHub source) and related lecture videos
- Linux 2: Intermediate Linux course materials (GitHub source)
- MPI: A Short Introduction to One-sided Communication PRACE MOOC
- Using CSC HPC Environment Efficiently Slides, tutorials and exercises about the CSC environment
- HPC Glossary All of the tooltipped acronyms (such as "HPC") as a single page.
CSC cloud resources, cPouta, ePouta and Rahti
- cPouta and ePouta related videos
- Pouta cloud course materials
- Container clouds fundamentals (with Rahti OpenShift OKD)
Learn R and Python
- R for Beginners
- Data Analysis with R
- Practical Machine Learning (using Python)
- Python basic course for geoscientists
- Python in High Performance Computing PRACE MOOC
Data analytics and machine learning
Language bank
- Kielipankki - The Language Bank of Finland offers a wide range of language resources and tools
Bioscience
- Bioscience learning material
- Chipster YouTube channel and Chipster course material
- Hands-on tutorial for analysing RNA-seq data using command line tools and R
- Training material and video lectures for single-cell RNA-seq data analysis
Geoscience
- CSC geoinformatics courses and workshops
- CSC geoinformatics seminars
- Skills development resources at Geoportti portal
- For tools specific training materials see also References sections of each geocomputing tool available at CSC computing environment.
Chemistry
- Spring School in Computational Chemistry 2024 course materials
- Spring School in Computational Chemistry 2023 course materials
- How to run GROMACS efficiently on LUMI workshop materials (2024)
- Advanced GROMACS workshop materials (2022)
- Advanced GROMACS workshop materials (2021)
Data management
- Fairdata service training material
- Data management checklist find tips on how to take care of your research data.
Training materials and sources from CSC and partners
| Source | Example content |
|---|---|
| CSC training calendar | Upcoming courses Links to self-learning materials, e.g. Elements of Supercomputing |
| eLena (Moodle environment) | Research Data Management CSC Computing Environment |
| Tutorials at Docs CSC | Getting started with supercomputing at CSC Machine learning guide |
| Docs CSC training materials collection (this page) | Links to thematically collected materials |
| CSC Noppe | Introduction to Python Introduction to R 2h Intro to Quantum Computing |
| VideoCSC | Introductions to topics Recordings of weekly user support coffee talks |
| CSC's YouTube channel | See also Chipster channel Elmer channel |
| CSC Training GitHub | Repositories of course materials (some are old) |
| LUMI training events | Workshop on Quantum Computing LUMI-C environment |
| LUMI training materials archive | Materials of past LUMI courses |
| CodeRefinery lessons | Version control open and collaborative coding |
| Aalto SciComp trainings | Python for Scientific Computing Linux shell Data analysis in Python and R |