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Forecasting Platelet Blood Bag Demand to reduce Inventory Wastage at the Stanford Blood Center
The Stanford Blood Center collects and distributes blood products to Stanford Hospital. One of these is platelets, a vital clot-forming blood component with a limited shelf life of a few days.
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Interactivity and Programming in the Tidyverse
In Tidyverse grammars such as dplyr you can refer to the columns in your data frames as if they were objects in the workspace. This syntax is optimised for interactivity and is a great fit for data...
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List-columns in data.table: Reducing the cognitive & computational burden of complex data
The use of list-columns in data frames and tibbles is well documented (e.g. Bryan, 2018), providing a cognitively efficient way to organize results of complex data (e.g. several statistical models...
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MLOps for R with Azure Machine Learning
Azure Machine Learning service (Azure ML) is Microsoft’s cloud-based machine learning platform that enables data scientists and their teams to carry out end-to-end machine learning workflows at scale.
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Neural Networks for Longitudinal Data Analysis
Longitudinal data (or panel data) arise when observations are recorded on the same individuals at multiple points in time.
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Object of type ‘closure’ is not subsettable
Your first “object of type ‘closure’ is not subsettable” error message is a big milestone for an R user. Congratulations, if there was any lingering doubt, you now know that you are officially...
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Panel: Career Advice for Data Scientists
This panel will be focused on how you build a career around R! Our panelists are all passionate about R and have each taken a different path to build a career around that passion.
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Platelet Transfusion Management using R and the Tidyverse
Development of a web-based clinical decision support application for platelet transfusion management using R and the Tidyverse Blood product transfusion is a high risk and costly medical procedure.
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RMarkdown Driven Development
RMarkdown enables analysts to engage with code interactively, embrace literate programming, and rapidly produce a wide variety of high-quality data products such as documents, emails, dashboards...