This post is the fourth in our series on MLOps with vetiver: Part 1: Vetiver: First steps in MLOps Part 2: Vetiver: Model Deployment Part 3: Vetiver: Monitoring Models in Production Part 4: Vetiver: MLOps for Python (this post) Parts 1 to 3 int...

Call for abstracts now open We are excited to announce the Call for Abstracts for Shiny in Production 2025, to be held on 8th-9th October 2025 in Newcastle upon Tyne, UK. This event brings together industry experts, data scientists, and developer...

Preamble This post, Part 2 in a series of two, looks at styling and deploying the Observable Framework app we built in Part 1. Codeblocks with burgundy backgrounds refer to specifc tagged commits in the accompanying GitHub repositiory. Join us for the next installment of our Shiny in Production conference! For more ...

The fourth instalment of Shiny in Production is back this October, hosted at the Catalyst in Newcastle upon Tyne, with the super early bird deadline on the 31st of January! Set in the heart of Newcastle, this conference dives into the world of {s...

Preamble This post, Part 1 in a series of two, looks at porting the functional code of a Shiny app - written in R - into JavaScript code to be used in an Observable Framework application. Part 2 will look at styling and deploying the ported application. Background and Motivation If you’...

The latest release of Posit Package Manager introduces several enhancements, including: Python Git Builders: Build Python packages (wheels) directly from Git. Blocklists: Easily block specific packages or versions. Improved Documentation: Cleare...

Programming is a craft, and in data science we often spend countless hours coding. There isn’t a magic shortcut to improving your programming skills. But, like any craft, improvement comes from practice: challenging yourself, exploring rela...

We are pleased to announce the full line-up for this year’s Shiny in Production conference! This year, we’re introducing a new lightning talk session. These short 5 minute talks will allow us to showcase many more uses of Shiny in Production. The conference will still feature 6 full length talks, ...

Shiny in Production is returning to the Catalyst, Newcastle upon Tyne, for its third instalment this October. We’ve expanded the itinerary this year, with four workshops to choose from as well as a day of talks, with speakers soon to be announced. Full details of the workshop are below, ...

Call for abstracts now open We are excited to announce the Call for Abstracts for Shiny in Production 2024, to be held on 9th-10th October 2024 in Newcastle upon Tyne, UK. This event brings together industry experts, data scientists, and develope...