Training materials
Difficulty level: Intermediate
and Scientific topics: Chemistry or Gene expression and microarray or Machine learning or Molecular biology or Simulation experiment or Systems biology
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Bioinformatics, Computational Biology, Computer Science, Programming, Coding, Education, Data Science, Transcriptomics, Machine Learning
R for Data Science: November 2024
•• 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
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
Tutorials on COBREXA
•• intermediatePersonalised medicine Simulation experiment Modelling and simulation cell-level simulations Biomodelling HPC -
Tutorial
Tutorial on CellNOpt
•• intermediatePersonalised medicine Simulation experiment Molecular interactions, pathways and networks Transcription factors and regulatory sites Modelling and simulation HPC Biomodelling Signalling -
Tutorial, Documentation
BioSimulators tutorial and help
•• intermediateSystems biology Computational biology Simulation experiment Modelling and simulation Modeling biomodel dynamic simulations COMBINE OMEX SED-ML SBML BNGL -
Documentation
BioSimulations tutorial and help
•• intermediateComputational biology Systems biology Simulation experiment Visualisation Modelling and simulation SystemsBiology ComputationalBiology Computational modelling Modeling Biomodelling Model Kinetic modeling SED-ML COMBINE -
course materials
Learning structural bioinformatics and evolution with a snake puzzle
•• intermediateBioinformatics Evolutionary biology Molecular biology Protein structure analysis -
Video
Deep Learning using a Convolutional Neural Network
•• intermediateMachine learning
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