Training materials
Licence: Creative Commons Attribution 4.0 International
and Scientific topics: Natural language processing or Data quality management or Machine learning
-
sib-swiss/pytorch-practical-training
-
sib-swiss/statistics-and-machine-learning-training
-
sib-swiss/intro-machine-learning-training
-
nrennie/r-pharma-2023-tidymodels
-
Presentation
FAIRtracks and Omnipy – FAIRtracks interoperability story
•• intermediateData submission, annotation, and curation Data identity and mapping Data quality management Data governance Workflows Data handling -
How to make your messy data usable? / OpenRefine
• beginnerData management Data quality management Data exploration data quality Data validation data cleaning -
hands-on tutorial
AlphaFold and friends on the HPC
•• intermediateProtein structure analysis Machine learning Structure prediction AlphaFold Database (13181) -
Slidedeck
Helis Academy course FAIR data stewardship 2021, Day 2, Finding and capturing data part 1
• beginnerData quality management FAIR data Analysis Data collection -
WEBINAR: Getting started with deep learning
-
Text-mining exercises
•• intermediateMicrobial ecology Metagenomics Natural language processing Data mining