Run predictions inside the database

A introduction to purrr

Seurat meets tidyverse. The best of both worlds.

Translate purrr functions into regular for loops

Map, find and isolate captured side effects

List of resources for learning R

The joy and power of functional programming in R

The currr package is a wrapper for the purrr::map() family but extends the iteration process with a certain number of checkpoints ( currr = checkpoints + purr), where the evaluated results are saved, and we can always restart from there.

Learn tidyverse in R via a set of swirl (https://swirlstats.com) lessons on introductions to tidyverse.

Short course introducing R programming in the Tidyverse

Learn R and Tidyverse for reproducible data analysis. Intro to data wrangling, intro to visualization with ggplot2,

2023-03-22 R-Ladies Rome Presentation

R Tips and Tricks: custom functions, regex, and iteration. Learn techniques for common needs such as data-scraping, ingesting multiple files, transforming messy data into tidy data, quickly cleaning column names, separating multivalue fields, uniting variable values, and nesting data.

Fitting many models in R using purrr, broom & dplyr

Collocates retriever and Collocation association measure

⬇️ R package: download/clone all of a user's GitHub repositories for archiving purposes

🔬 Batch downloading of DNA or protein sequences from GenBank

🥷🧶 Demo: iterative rendering of {xaringan} slides with params using {purrr}

This lecture is part of the "Machine Learning in R" graduate course held at University of Münster, School of Business and Economics (winter term 2021/22). 🎓