Training materials
Difficulty level: Intermediate
and Scientific topics: Data integration and warehousing or Genomics or Machine learning or Microbial ecology or Plant biology or Sample collections
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Bioinformatics, Computational Biology, Computer Science, Programming, Coding, Education, Data Science, Transcriptomics, Machine Learning
R for Data Science
•• intermediateBioinformatics Computational biology Machine learning Transcriptomics Computational Biology Coding Programming Data Science Data Analysis Computer Science Machine Learning -
Online material, online course
Workshop on Resources for Plant Sciences, 2023
•• intermediatePlant biology service bundle eLearning EeLP plant science Data Visualization Gene Ontology Knowledge graph MIAPPE -
hands-on tutorial
AlphaFold and friends on the HPC
•• intermediateProtein structure analysis Machine learning Structure prediction AlphaFold Database (13181) -
hands-on tutorial
A tour of Machine Learning
•• intermediateMachine learning Classification Deep Learning Machine Learning -
Slideshow, Training materials
Prediction of protein structures and complexes with AlphaFold on the HPC
•• intermediateProtein structure analysis Machine learning Structure prediction Structure visualisation Multiple sequence alignment AlphaFold Database (13181) -
Poster
3DBionotes COVID-19 Structural Hub: A Central Resource for Validation Information and Refined Models
•• intermediateStructural biology Data visualisation Data integration and warehousing Data mining covid-19 Protein models electron microscopy data annotation Web Services (5596) Quality Validation Cryo-Electron Microscopy -
Slides, course materials, hands-on tutorial
Organisation and utilisation of hologenomic datasets – course notes
•• intermediateMetatranscriptomics Sample collections Metabolomics Metagenomics hologenomics metagenomics MGnify Workshop -
Training materials
PLAZA is a plant-oriented online resource for comparative, evolutionary and functional genomics
•• intermediateGenotype and phenotype Phylogenomics Evolutionary biology Comparative genomics Functional genomics Plant biology Comparison Visualisation Annotation plants Plants bioinformatics genomics Visualisation Annotation -
Text-mining exercises
•• intermediateMicrobial ecology Metagenomics Natural language processing Data mining -
Video
Deep Learning using a Convolutional Neural Network
•• intermediateMachine learning
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