A complete beginner's introduction to tidy R for data transformation, visualization and analysis automation — with applications in experimental biology. This book is based on a short course developed for biomedical scientists at the WEHI Medical Research Institute. The content is designed to make learners comfortable with using R for exploratory analysis of large data sets, but does not cover statistics. The material and teaching examples draw on popular (non-biological) data sets, as well as gene expression and drug screening data types.
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A complete beginner's introduction to tidy R for data transformation, visualization and analysis automation — with applications in experimental biology. This book is based on a short course developed for biomedical scientists at the WEHI Medical Research Institute. The content is designed to make learners comfortable with using R for exploratory analysis of large data sets, but does not cover statistics. The material and teaching examples draw on popular (non-biological) data sets, as well as gene expression and drug screening data types.