Training materials
Difficulty level: Intermediate
and Authors: Jessica Kirkpatrick krkptrc2@illinois.edu or Lars Juhl Jensen or Fotis E. Psomopoulos or Marta Lloret Llinares
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Learning pathway
Version control with Git
•• intermediateSoftware engineering Open science Version control -
hands-on tutorial
Hands-on for 'Introduction to Machine Learning using R' tutorial
•• intermediateStatistics and probability statistics interactive-tools -
hands-on tutorial
Hands-on for 'Plotting in Python' tutorial
•• intermediateSoftware engineering data-science jupyter-notebook -
hands-on tutorial
Hands-on for 'Advanced R in Galaxy' tutorial
•• intermediateSoftware engineering data-science R -
hands-on tutorial
Hands-on for 'Advanced Python' tutorial
•• intermediateSoftware engineering data-science jupyter-notebook -
Video
Data Gravity in the Life Sciences: Lessons learned from the HCA and other federated data projects
•• intermediateData architecture, analysis and design Cloud computing Data analysis Standards Translational research -
Video
Status Update Code of Conduct: Teaming up & Talking about it
•• intermediateGDPR Healthcare research data harmonization -
Text-mining exercises
•• intermediateMicrobial ecology Metagenomics Natural language processing Data mining -
Cytoscape stringApp exercises
•• intermediateBioinformatics Molecular interactions, pathways and networks Protein interactions Proteomics Data visualisation