Training materials
Scientific topics: Data mining or Functional genomics or Machine learning or Sample collections or Software engineering or Structure prediction
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Yorko/mlcourse.ai
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Learning pathway
Version control with Git
•• intermediateSoftware engineering Open science Version control -
Recorded webinar
Digital twins for drug repurposing by integrating mathematical modelling and machine learning: bridging the gap between in silico and real-world data
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e-learning
Data-driven plant sciences: A curated collection of EMBL-EBI on-demand training
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hands-on tutorial
Gentle Introduction to Python
• beginnerPython script Software engineering Programming Python -
hands-on tutorial
AlphaFold and friends on the HPC
•• intermediateProtein structure analysis Machine learning Structure prediction AlphaFold Database (13181) -
hands-on tutorial
R introduction
• beginnerR script Software engineering data visualisation programming -
hands-on tutorial
Introduction to Git and Github
• beginnerSoftware engineering Git Github Version control -
lessons, e-learning
Introduction to Data Management Practices - Versioning of data and code using Git
• beginnerData management FAIR data Software engineering RStudio CONVERGE README -
Recorded webinar
Utilising GPUs in scientific algorithms