Training materials
Scientific topics: Machine learning or Mass spectrometry or Software engineering
and Authors: Dr Euan McDonnell or Marta Lloret Llinares or Morris Riedel or Wolmar Nyberg Åkerström
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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 -
Learning pathway
Version control with Git
•• intermediateSoftware engineering Open science 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 -
Video
FAIR software tools
• beginnerSoftware engineering FAIR software tools Software -
Video
Deep Learning using a Convolutional Neural Network
•• intermediateMachine learning -
Video
Introduction to Machine Learning Algorithms
•• intermediateMachine learning