Training materials
Scientific topics: Data integration and warehousing or Data mining or Machine learning or Protein interactions or Sample collections
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Video
Solutions for overcoming cohort data integration challenges using ontology: an introduction
• beginnerOntology and terminology Data integration and warehousing Data management Ontologies Data integration Annotation -
Text-mining exercises
•• intermediateMicrobial ecology Metagenomics Natural language processing Data mining -
STRING exercises
• beginnerBioinformatics Molecular interactions, pathways and networks Protein interactions -
Cytoscape stringApp exercises
•• intermediateBioinformatics Molecular interactions, pathways and networks Protein interactions Proteomics Data visualisation -
Video
Deep Learning using a Convolutional Neural Network
•• intermediateMachine learning -
Video
Introduction to Machine Learning Algorithms
•• intermediateMachine learning -
Sample prep for Proteomics