RStudio

RStudio Pharma Updates

RStudio will share a number of exciting product updates specifically built for pharmaceutical companies

Data visualization for real-world machine learning

Visual representations of data inform how machine learning practitioners think, understand, and decide. Before charts are ever used for outward communication about a ML system, they are used by the system designers and operators themselves as a tool …

Styling Shiny & R Markdown with bootstraplib & thematic

The pharmaceutical industry has witnessed a growing interest in open source languages such as R and Python as an alternative to SAS for many activities related to clinical research. Hop on board for a whistle-stop tour of our efforts within GSK …

StackEm High! Ensembles Using tidymodels

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RMarkdown

A four-hour workshop that will take you on a tour of how to get from data to manuscript using R Markdown. You'll learn - The basics of Markdown and knitr- How to add tables for different outputs- Workflows for working with data- How to include and …

Reproducible shiny apps with shinymeta

Shiny makes it easy to take domain logic from an existing R script and wrap some reactive logic around it to produce an interactive webpage where others can quickly explore different variables, parameter values, models/algorithms, etc. Although the …

Shiny in Production: Building bridges from data science to IT

We know that adopting documentation, testing, and version control mechanisms are important for creating a culture of reproducibility in data science. But once you've embraced some basic development best practices, what comes next? What does it take …

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