Training materials
Difficulty level: Beginner
and Keywords: Command line or Interoperability or John Innes Centre or Statistics and machine learning
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hands-on tutorial
Fine tune large protein model (ProtTrans) using HuggingFace
• beginnerStatistics and probability Statistics and machine learning deep-learning dephosphorylation-site-prediction fine-tuning interactive-tools jupyter-lab machine-learning -
e-learning
Identifiers in Bioinformatics
• beginnerData management Data identity and mapping Data handling Data retrieval Database search Interoperability Identifiers Standards -
e-learning
Interoperable File Formats
• beginnerData management Formatting Interoperability File formats Standards -
e-learning
Vocabularies for bioinformatics
• beginnerBioinformatics Data management Data submission, annotation, and curation Data handling Data retrieval Database search Ontologies Interoperability Standardised vocabulary Standards -
course materials, Online material, Training materials
Cloud-SPAN Genomics
• beginnerBioinformatics Software engineering Genomics DNA polymorphism Workflows Data architecture, analysis and design Shell Command line Cloud computing HPC Data analysis High performance computing -
course materials, online course, Training materials
Cloud-SPAN Prenomics
• beginnerBioinformatics Software engineering Genomics Query and retrieval Data handling Cloud computing Shell Command line Amazon Web Services genomics HPC Data analysis bioinformatics -
Video, E-learning
FAIR principles in practice for health data
• beginnerComputer science Data management FAIR data Medical informatics Standardisation and normalisation Design Clinical data RDF Knowledge graph Semantic framework FAIR Findability Accessibility Interoperability Reusability -
hands-on tutorial
A Docker-based interactive Jupyterlab powered by GPU for artificial intelligence in Galaxy
• beginnerStatistics and probability Statistics and machine learning deep-learning image-segmentation interactive-tools jupyter-lab machine-learning protein-3D-structure -
hands-on tutorial
Classification in Machine Learning
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Regression in Machine Learning
• beginnerStatistics and probability Statistics and machine learning