Guides
Navigate Complex Topics with Ease
Our guides provide clear and actionable insights into the key aspects of effectively managing data-driven teams.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
python
r
community
tutorials
ai&research
xspliner: An R Package to Build Explainable Surrogate ML Models
xspliner is an R package that helps explain black box ML models. In this presentation, you will learn what PDP curves and GLMs are and how you can calculate them based on black box models. I'll then show you a specific use-case for xspliner.

speed up shiny
r
data analytics
community
rstudio
How to Write Production-Ready R Code: Tools and Patterns
In this talk you’ll learn tools and best practices for making clean, reproducible R code in a working environment ready to be shared and productionized. We cover the benefits of version control, plumber, RStudio Connect, and many other tools.

python
leaflet
covid-19
data for good
case studies
IIASA Collaboration: An Interactive Map for COVID-19 Public Policy Decisions
Appsilon created a dashboard in collaboration the International Institute for Applied Systems Analysis to deliver information about COVID-19 to policymakers. We implemented the solution with Python and Svelte.

shiny dashboards
sass
r
rstudio
tutorials
How to Build a Video Game in R Shiny with CSS, JavaScript, and R6 Classes
R Shiny has historically been used for data-driven applications and as a rapid development tool, but it's a highly adaptable technology. Is it possible to build a functioning video game in R Shiny? Let's find out.

shiny dashboards
r
data analytics
shiny modules
tutorials
How to Safely Remove a Dynamic Shiny Module
Dynamic Shiny Modules can destabilize the Shiny environment and cause its reactive graph to be rendered multiple times. Here is how to safely remove deleted module leftovers and make sure that your Shiny graph observers are rendered properly.

shiny dashboards
r
data analytics
rstudio
infrastructure
Why Remote Data Science Teams Should Use RStudio (Posit) Connect
Distributed data science teams bring unique challenges. Managers may be looking for new tools. In this article we’ll explain how RStudio Connect helps organizations to properly organize teams and overcome the typical inefficiencies of remote work.

python
satellite imagery
data for good
case studies
ai&research
Satellite Image Analysis with fast.ai for Disaster Recovery
In this article, we focus on the technical aspects of the machine learning solution we implemented for the xView2 competition. We used PyTorch to build our models for satellite image analysis and fast.ai to develop their critical parts.

covid-19
shiny dashboards
data for good
r
data analytics
COVID-19 Risk Heat Maps with Location Data, Apache Arrow, Markov Chain Modeling, and R Shiny
Our submission to the Pandemic Response Hackathon (CoronaRank) is inspired by Google’s PageRank and utilizes geolocation data in the Apache Parquet format from Veraset for effective exposure risk assessment using R and Markov Chain modeling.

covid-19
data for good
data analytics
shiny dashboard
ai&research
Data for Good: Fighting COVID-19 with Data Science
This is the first of two blog posts about our recent participation in the Pandemic Response Hackathon. Our project (CoronaRank) was one of only 5 projects out of 230 submissions chosen to present at the closing ceremony.

r
rstudio
open source
shiny dashboards
Appsilon’s shiny.info R Shiny Dashboard Development and Testing Package Released on CRAN
Appsilon’s open source shiny.info package just received a major update and is now available on CRAN. A great solution for development and testing, shiny.info allows for displaying diagnostic information from inside Shiny apps.

python
mbaza ai
data for good
case studies
ai&research
Data for Good: AI for Wildlife Image Classification to Analyze Camera Trap Datasets
As part of our D4G Initiative and with the support of a Google grant, Appsilon Data Science will be contributing to to the work of biodiversity conservationists at the National Parks Agency in Gabon in collaboration with the University of Stirling.

shiny dashboards
open source
video tutorials
r
data analytics
Video Tutorial: Create and Customize a Simple Shiny Dashboard
We'll show you how to import the proper libraries, set up a dashboard, add UI components, and more!

shiny dashboards
open source
r
community
rstudio
RStudio::conf 2020 San Francisco Recap
RStudio::conf 2020 is a wrap!

mbaza ai
data for good
case studies
ai&research
Using AI to Identify Wildlife in Camera Trap Images from the Serengeti
We recently took part in Hakuna-ma Data, a competition organised by DrivenData in partnership with Microsoft’s AI for Earth, which asked participants to build an algorithm for wildlife detection that would generalise well across time and locations...

There are no available cars matching the current filters.
Reset AllExplore Possibilities
Share Your Data Goals with Us
From advanced analytics to platform development and pharma consulting, we craft solutions tailored to your needs.







