The R Language

No Clocks
R_inferno.pdf
R for Excel Users
This is a workshop for RStudio::conf(2020) in San Francisco, California
R Development Guide
A guide to R development.
R Cookbook, 2nd Edition
Second edition of R Cookbook
Modern R with the tidyverse
This book will teach you how to use R to solve your statistical, data science and machine learning problems. Importing data, computing descriptive statistics, running regressions (or more complex machine learning models) and generating reports are some of the topics covered. No previous experience with R is needed.
Mastering Software… by Roger D. Peng et al. [PDF/iPad/Kindle]
This book covers R software development for building data science tools. This book provides rigorous training in the R language and covers modern software development practices for building tools that are highly reusable, modular, and suitable for use in a team-based environment or a community of developers. (Printed copies coming soon!)
Field Guide to the R Ecosystem
This guide aims to introduce the reader to the main elements of the R ecosystem.
Efficient R programming
Efficient R Programming is about increasing the amount of work you can do with R in a given amount of time. It’s about both computational and programmer efficiency.
Cookbook for R
This site is powered by knitr and Jekyll. If you find any errors, please email winston@stdout.org
rOpenSci Packages: Development, Maintenance, and Peer Review
Extended version of the rOpenSci packaging guide. This book is a guide for authors, maintainers, reviewers and editors of rOpenSci. The first section of the book contains our guidelines for creating and testing R packages. The second section is dedicated to rOpenSci’s software peer review process: what it is, our policies, and specific guides for authors, editors and reviewers throughout the process. The third and last section features our best practice for nurturing your package once it has been onboarded: how to collaborate with other developers, how to document releases, how to promote your package and how to leverage GitHub as a development platform. The third section also features a chapter for anyone wishing to start contributing to rOpenSci packages.
Pack YouR Code
This book showcases a basic example of how to create an R package based on S3 classes.
Chapter 1 Preamble | HTTP testing in R
Best practice and tips for testing packages interfacing web resources.
RAP Companion
R for Data Engineers
Exploring Enterprise Databases with R: A Tidyverse Approach
An introduction to Docker and PostgreSQL for R users to simulate use cases behind corporate walls.
DevOps for Data Science
34 Workflow | Big Book of R
300+ Free R programming books
qinwf/awesome-R: A curated list of awesome R packages, frameworks and software.
A curated list of awesome R packages, frameworks and software.
resouRces - More Databases with R Resources
Buy me a coffee
Big Book of R
300+ Free R programming books
just-VBA/pbLogging.bas at main · lopperman/just-VBA
VBA Utilities - 100% MAC & PC Compatible . Contribute to lopperman/just-VBA development by creating an account on GitHub.
Simple, Consistent Package Options
Simple mechanisms for defining and interpreting package options. Provides
helpers for interpreting environment variables, global options, defining
default values and more.
Flask Boilerplate and Your Guide to Flask in 2023. With SQLAlchemy. / abstractkitchen.com
Flask-Backbone is my take to create an initial structure and a set of rules, so most of my flask projects are easy to support.
Awesome Python: find the best Python libraries
Hand-picked awesome Python libraries, with an emphasis on data and machine learning
Health Check Response Format for HTTP APIs
This document proposes a service health check response format for HTTP APIs.
Integrate swagger and model validation to flask APIs with flask-restx
Practical guides for getting things done using python with easy examples and videos
Setup python on Linux in Windows using WSL and VS Code
Practical guides for getting things done using python with easy examples and videos
Building a Flask API with APIFairy
This tutorial shows how to build a Flask API using APIFairy.
Web Authentication Methods Compared
This article looks at the most commonly used web authentication methods.