Workshops

Workshops Repo - posit-conf-2023

DevOps for Data Scientists

Rika Gorn, Senior Solutions Engineer, Posit, PBC

Video: Watch Rika Gorn introduce DevOps for Data Scientists and explain why you should consider taking part in this workshop.

In this workshop, we will discuss ways to better containerize, deploy, and scale your data products. We’ll use both R and shell scripting to virtualize Posit products in the cloud. You’ll learn about servers, networking, security, and authorization to be dangerous -- or at least to understand your DevSecOps teams. By the end of the workshop you will have the tools to start deploying your own data science assets into production.

This workshop is for you if you:


Pretty Things

Getting Started with Shiny for R

Shiny Dashboards

Shiny in Production

Intro and Advanced Quarto

Engaging and Beautiful Data Visualizations with ggplot2

Teaching Data Science Masterclass

Workflows

ML and DL with Python

Data Science Workflows with Posit Tools - R focus

Data Science Workflows - python

Tidy Models

Big Data with Arrow

Packages

Fundamentals of Package Development

Package Development Mastercalss