Resources

Courses

Learn our tools with courses and learning paths from Posit Academy.

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Mar 3, 2026 | 20 min

What is Posit Workbench?

A high-level overview of Posit Workbench for all audiences. Covers what Posit Workbench is, the development environments it provides, how to run code, and the value it delivers to data science teams

Positron rstudio

Apr 23, 2026 | 10 min

What is Posit Connect?

Learn how Posit Connect accelerates the exchange of ideas between data scientists and decision makers

Apr 23, 2026 | 16 min

What is Posit Package Manager?

Learn about Posit Package Manager, its role in enterprise package management, and how it speeds up deployment, ensures package version consistency, and enhances software supply chain security for data scientists and analysts using Posit Workbench and Posit Connect

Positron

Dec 24, 2025 | 2.5 hours

Posit Team User Training Workshop

Master Posit Team in this hands-on workshop, where data scientists gain practical experience with Workbench, Connect, and Package Manager to streamline collaborative coding, AI-driven development, and reproducible deployments

Positron

Apr 10, 2026 | 24 min

Getting Started with renv

Learn to use renv to manage R package dependencies and create reproducible environments across projects and collaborators

renv

Apr 22, 2026 | 90 min

Positron AI Workshop

Learn the basics of the Positron IDE and get hands-on with its various AI features to seamlessly import, clean, and analyze data

Positron Quarto

Apr 27, 2026 | 5 courses

Posit Connect Fundamentals

A collection of courses to get you familiar with Posit Connect!

Mar 10, 2026 | 30 min

Introduction to Shiny - R Focus

An introduction to building interactive web applications with Shiny in R. Covers what Shiny is, how apps are structured, and the basics of inputs, outputs, and reactivity

Shiny

Mar 18, 2026 | 20 min

Introduction to Shiny - Python Focus

An introduction to building interactive web applications with Shiny in Python. Covers what Shiny is, how apps are structured, and the basics of inputs, outputs, and reactivity

Shiny for Python Shiny

Apr 28, 2026 | 2 hours

Build and Share AI Apps and Dashboards

Build and deploy AI-powered apps with R, Shiny, and Querychat

leaflet Positron Quarto querychat Shiny

Apr 23, 2026 | 13 min

Publish to Posit Connect

Learn three easy ways to publish your R and Python content

Apr 24, 2026 | 10 min

Control access to your content on Connect

Learn how to add viewers and collaborators to your content

Apr 24, 2026 | 12 min

Schedule Updates and Notifications with Posit Connect

Apr 25, 2026 | 24 min

Monitor and maintain your content on Connect

Learn how to maintain your content, from monitoring to troubleshooting to deleting and inspecting usage

Apr 28, 2026 | 20 min

Package Management in R

Learn the fundamentals of R package management, including what packages, libraries, and repositories are, how different library types work, and how to keep your R environment clean and reproducible

renv

Jun 25, 2026 | 28 min

Navigating the Positron Interface

Get oriented in Positron, Posit’s next-generation data science IDE. Tour the interface and core panes, then customize it with themes, extensions, and interpreter sessions

Positron rstudio

Jun 12, 2026 | 23 min

Using R and Python inside the Posit Team Native App in Snowflake

Connect to Snowflake data from R and Python in Posit Team, analyze it with dbplyr and pandas, and publish a Shiny app to Posit Connect, all within Snowflake

dbplyr Shiny

Jul 16, 2026 | 25 min

Working with Data in Positron

Work with data in Positron end-to-end: preview files in the Data Explorer, load and inspect data, connect to databases with Data Connections, and produce plots, tables, and interactive HTML

Positron

Jul 10, 2026 | 20 min

How to install R and Python packages from Posit Package Manager?

Learn how to configure your R and Python development environments to install packages from Posit Package Manager. This course covers both the public instance (P3M) and internal, organization-hosted repositories. You’ll find the correct repository URL, point your tools at it in Positron and RStudio, and verify your environment is installing from the intended source

Positron rstudio

Jul 27, 2026 | 24 min

Running and Managing Code in Positron

Run scripts, work with notebooks, create projects with reproducible environments, and track your work with Git in Positron

Positron renv

Jul 31, 2026 | 3 courses

Introduction to Positron

A collection of courses to get started using Positron!

Positron

Jul 30, 2026 | 25 min

Getting Started with Posit AI Pass in RStudio

Set up Posit AI Pass in RStudio and put Posit Assistant and Next Edit Suggestions to work in your data science projects

rstudio

Aug 7, 2026 | 45 min

Getting Started with R and the Tidyverse

Learn the fundamentals of R, then get started with the tidyverse: build plots with ggplot2 and transform data with dplyr

dplyr ggplot2 tidyverse

Aug 21, 2026 | 24 min

Introduction to Version Control

A beginner-friendly introduction to version control with Git. Learners practice every concept in an interactive browser-based Git sandbox, so no installation or setup is required

Sep 25, 2026 | 28 min

AI and LLM Fundamentals

Learn what large language models are, how they generate text, and what to know about context, models, and data privacy before using an AI-powered tool

Sep 23, 2026 | 26 min

Getting Started with Posit AI Pass in Positron

Set up Posit AI Pass in Positron and put Posit Assistant and Next Edit Suggestions to work in your Python and R projects

Positron

Sep 2, 2026 | 22 min

Migrating from shinyapps.io to Posit Connect Cloud

Migrate your shinyapps.io apps to Posit Connect Cloud on your own schedule, before automatic migration begins: link your account, migrate an app, test the preview, and finalize the move

rsconnect shinyapps

Sep 15, 2026 | 45 min

Collaborate with AI on a Python Analysis

Use Posit Assistant to explore Excel data, build a Python notebook, and turn it into a Quarto dashboard

Quarto

Oct 6, 2026 | 3 courses

Positron for Python

Learn to adapt Positron to your Python workflows

Positron

Sep 16, 2026 | 20 min

Migrate to Positron from VS Code

Import your VS Code settings and extensions into Positron and see what makes Positron different

Positron

Oct 6, 2026 | 3 courses

Positron for R

Learn to adapt Positron to your R workflows

Positron

Sep 16, 2026 | 15 min

First Data Analysis with R in a Quarto Document

Set up an R environment, install packages, and explore data in a Quarto document in Positron

Positron Quarto tidyverse

Sep 16, 2026 | 20 min

Migrate to Positron from RStudio

Set up Positron so it looks, feels, and responds like the RStudio you already know. A hands-on course for RStudio users

Positron rstudio

Sep 16, 2026 | 45 min

Collaborate with AI on an R Analysis

Use Posit Assistant to explore Excel data, build an R analysis in a Quarto document, and turn it into a dashboard

Quarto

Sep 16, 2026 | 15 min

First Data Analysis with Python in a Jupyter Notebook

Set up a Python environment, install packages, and explore data in a Jupyter Notebook in Positron

plotnine Positron

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