Prerequisite: None
Being asked to reproduce a chart from a powerpoint, long after the data has changed and the spreadsheet or queries are long lost, is a harrowing anxiety-filled experience. Fortunately it’s one that is easy to avoid when you leverage modern data science tools and techniques. In this talk we will discuss how a data scientist can implement version control, literate tools, notebooks, docker, and QR platforms to capture the provenance of a past decision, a chart in a presentation, or even a model currently in production.