Training materials
Difficulty level: Intermediate
and Scientific topics: Bioimaging or Comparative genomics or Gene expression or Machine learning or Metagenomic sequencing or Toxicology
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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 -
hands-on tutorial
AlphaFold and friends on the HPC
•• intermediateProtein structure analysis Machine learning Structure prediction AlphaFold Database (13181) -
hands-on tutorial
Bulk RNASeq analysis
•• intermediateTranscriptomics Gene expression Differential gene expression profiling Expression analysis Data analysis NGS RNASeq transcriptomics -
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) -
Tutorial
Tutorial on CARNIVAL
•• intermediateMolecular interactions, pathways and networks Gene expression Omics RNA-Seq Network analysis RNA-Seq analysis HPC Signaling RNAseq, transcriptomics -
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 -
Tutorial
Adding nanomaterial data
•• intermediateToxicology Database management ontologies enanomapper RDF -
Video
Deep Learning using a Convolutional Neural Network
•• intermediateMachine learning -
Video
Introduction to Machine Learning Algorithms
•• intermediateMachine learning