RStudio

This one is not like the others: Applicability Domain methods in R

Even though a model prediction can be made, there are times when it should taken with some skepticism. For example, if a new data point is substantially different from the training set, its predicted value may be suspect. In chemistry, it is not …

Reproducibility and the role of code in reproducible data science

Unfortunately we do not currently have an abstract, copy of the slides or link to the video to this presentation

Machine learning

plotly

Shiny Reproducibility

Interactive data visualization with R, plotly, and dashR

Unfortunately we do not currently have an abstract, copy of the slides or link to the video to this presentation

Interactive data visualization with R, plotly, and dashR

Interactive web graphics are a popular and convenient medium for conveying information. However, web graphics are rarely used during the initial exploratory phase of a data analysis, largely due to the lack tools for seamless iteration between data …

Using interactivity responsibly in pharma

Shiny is a package for turning analyses written in R into interactive web applications. This capability has obvious applications in pharma, as it lets R users build interactive apps for their collaborators to explore models or results, or to automate …

Modeling in the tidyverse

The tidyverse (tidyverse.org) is an opinionated collection of R packages designed for data science. All packages share an underlying design philosophy, grammar, and data structures. The packages primarily consist of tools for data ingest, …