Training materials
Keywords: Clinical data or Data Integration or Machine Learning or Open science
and Licence: CC0 1.0 or Creative Commons Attribution Non Commercial Sha... or GNU General Public License v3.0 only
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hands-on tutorial
A tour of Machine Learning
•• intermediateMachine learning Classification Deep Learning Machine Learning -
Video, E-Learning
How to create a concept for the SPHN Dataset
• beginnerComputer science Data management FAIR data Medical informatics Design Standardisation and normalisation Clinical data Semantic Framework FAIR Concepts design Ontology Semantic inheritance SNOMED CT Conceptualization -
Video, Training materials with mock data, e-learning
Querying Data with SPARQL
• beginnerComputer science Data management FAIR data Medical informatics Data mining Query and retrieval Database search Data handling Data retrieval Clinical data SPARQL Query data RDF Knowledge graph SNOMED CT LOINC Interoperability -
Video
Introduction to FAIR principles - Open science through FAIR health data networks: dream or reality?
• beginnerData management FAIR data Health data Open science -
Video
Annotating data using next generation biobanking ontology (NGBO)
• beginnerData integration and warehousing Ontology and terminology Standards Ontologies Data Integration data harmonization Standardised vocabulary -
Training materials
FAIR principles applied to bioinformatics
•• intermediateFAIR Reproducible Science Open science Data analysis Data processing