- Добавил: literator
- Дата: 2-07-2023, 05:57
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Автор: Bruno Rodrigues
Издательство: Leanpub
Год: 2023-06-04
Страниц: 522
Язык: английский
Формат: pdf (true), epub
Размер: 18.9 MB
Build reproducible analytical pipelines to output consistent, high-quality data products using R, Github and Docker. Learn about functional and literate programming to keep your code concise, easier to test and share and easily understandable by others by packaging it. Run your pipelines on Github Actions and focus on what matters: analysing data! This book will not teach you about the R programming language, Machine Learning, statistics or visualisation. The goal is to teach you a set of tools, practices and project management techniques that should make your projects easier to reproduce, replicate and retrace. These tools and techniques can be used right from the start of your project at a minimal cost, such that once you’re done with the analysis, you’re also done with making the project reproducible. Your projects are going to be reproducible simply because they were engineered, from the start, to be reproducible.