Neal Richardson

Vice President, Engineering

nealrichardson

Software by Neal Richardson#

Events attended by Neal Richardson#

Posts and resources by Neal Richardson#

Neal Richardson | Bigger Data With Ease Using Apache Arrow | RStudio

The Apache Arrow project enables data scientists using R, Python, and other languages to work with large datasets efficiently and with interactive speed. Arrow is so fast at some workflows that it seems to defy reality--or at least the limits of R's capabilities. This talk examines the unique characteristics of the Arrow project that enable it to redefine what is possible in R. The talk also highlights some of the latest developments in the arrow R package, including how you can query and manipulate multi-file datasets, and it presents strategies for speeding up workflows by up to 100x. About Neal: Currently Director of Engineering at Ursa Labs / RStudio. Previously led product and engineering at Crunch.io. Ph.D. in Political Science from the University of California, Berkeley

Neal Richardson

rstudio RStudio Data Science Machine Learning Python Stats Tidyverse Data Visualization Data Viz Ggplot Technology Coding Connect Server Pro Shiny RMarkdown Package Manager CRAN Interoperability Serious Data Science Dplyr Ggplot2 Tibble Readr Stringr Tidyr Purrr Github Data Wrangling Tidy Data Odbc Rayshader Plumber Blogdown Gt Lazy Evaluation Tidymodels Statistics Debugging Forcats RStats Open Source OSS Reticulate Neal Richardson Apache Apache Arrow Big Data

Neal Richardson | Accelerating Analytics with Apache Arrow | RStudio (2020)

The Apache Arrow project is a cross-language development platform for in-memory data designed to improve system performance, memory use, and interoperability. This talk presents recent developments in the 'arrow' package, which provides an R interface to the Arrow C++ library. We'll cover the goals of the broader Arrow project, how to get started with the 'arrow' package in R, some general concepts for working with data efficiently in Arrow, and a brief overview of upcoming features

Neal Richardson

rstudio Rstudio::conf(2020) Neal Richardson RStudio Data Science Machine Learning Python Stats Tidyverse Data Visualization Data Viz Ggplot Technology Coding Connect Server Pro Shiny RMarkdown Package Manager CRAN Interoperability Serious Data Science Dplyr Forcats Ggplot2 Tibble Readr Stringr Tidyr Purrr Github Data Wrangling Tidy Data Odbc Rayshader Plumber Blogdown Gt Lazy Evaluation Tidymodels Statistics Debugging RStats Open Source OSS Reticulate Apache Arrow

Neal Richardson

Software by Neal Richardson#

chatlas

dplyr

purrr

reticulate

roxygen2

Shiny for Python

renv

rlang

rstudio-conf

httr2

pins-python

rsconnect

rsconnect-python

blastula

httpuv

pak

connectapi

actions

pins-r

cpp11

design

helm

rstudio-docker-products

Events attended by Neal Richardson#

AI in Production

Posts and resources by Neal Richardson#

Neal Richardson | Bigger Data With Ease Using Apache Arrow | RStudio

Neal Richardson | Accelerating Analytics with Apache Arrow | RStudio (2020)