Training materials
Difficulty level: Beginner
and Contributors: Alireza Khanteymoori or Avans Hogeschool or Jalview Coordinator or Jamie Edwards or Michael Krone or Pavel Dvorak or Praveen Kumar or Prof. Tom Freeman
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hands-on tutorial
Regression in Machine Learning
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Classification in Machine Learning
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Clustering in Machine Learning
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Hands-on for 'Metatranscriptomics analysis using microbiome RNA-seq data' tutorial
• beginnerMetagenomics metagenomics metatranscriptomics -
hands-on tutorial
Hands-on for 'Metatranscriptomics analysis using microbiome RNA-seq data (short)' tutorial
• beginnerMetagenomics metagenomics metatranscriptomics -
hands-on tutorial
Hands-on for 'CLI basics' tutorial
• beginnerdata-science bash jupyter-notebook -
hands-on tutorial
Hands-on for 'Advanced SQL' tutorial
• beginnerdata-science SQL jupyter-notebook -
hands-on tutorial
Hands-on for 'Introduction to SQL' tutorial
• beginnerdata-science SQL jupyter-notebook -
hands-on tutorial
Introduction to deep learning
• beginnerStatistics and probability Statistics and machine learning -
Train the trainer
• beginnerComputational biology Bioinformatics training pedagogy