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 tutorial
- Linux 1: Introduction to Linux course material
- Linux 2: Intermediate Linux course materials
- Linux 3: Scripting course material
- 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
- Geoscience training material
- GeoPortti learning material
Chemistry
- Spring School in Computational Chemistry course materials
- Jupyter Machine Learning in Chemistry (Notebook requires Haka, Virtu or CSC account)
- Advanced GROMACS workshop 2021 materials
Data management
- Fairdata service training material
- Data management checklist find tips on how to take care of your research data.
- Remote training day for the Universities of the Applied Sciences 18th May (in Finnish)
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 Puhti Machine learning guide |
| Docs CSC training materials collection (this page) | Links to thematically collected materials |
| CSC Notebooks | 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 |
Last update:
May 16, 2023