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What is academy-python-ide-tutorials?

rstudio/academy-python-ide-tutorials — explained in plain English

Analysis updated 2026-08-08 · repo last pushed 2026-07-25

Audience · dataComplexity · 1/5ActiveSetup · moderate

In one sentence

Starter files for a Posit Academy course that teaches you to build data analysis reports and presentations using Python, Quarto, and your coding environment.

Mindmap

mindmap
  root((repo))
    What it does
      Guided Python tutorials
      Hands-on starter files
      Reports and slideshows
    Tech stack
      Python
      Quarto
      Positron
      RStudio
    Use cases
      Author data reports
      Tabbed multi-column layouts
      Parameterized reports
      Presentation slideshows
    Audience
      Beginner data analysts
      Python learners
      Team presenters

Code map

Detail Auto

An interactive map of this repo's files and how they connect — its source is parsed live in your browser. Click Visualize to build it.

filefunction / class

What do people build with it?

USE CASE 1

Learn to author data analysis documents mixing text, code, and charts in a single file.

USE CASE 2

Create reports with tabs and multi-column layouts for organizing data findings.

USE CASE 3

Build parameterized reports that automatically adjust based on values you set.

USE CASE 4

Turn your data analysis into a polished slideshow for presenting to a team.

What is it built with?

PythonQuartoPositronRStudio

How does it compare?

rstudio/academy-python-ide-tutorials000madz000/rfid-attendance00kaku/gallery-slider-block
LanguageTypeScriptJavaScript
Last pushed2026-07-252024-07-222021-05-19
MaintenanceActiveDormantDormant
Setup difficultymoderateeasyeasy
Complexity1/52/52/5
Audiencedatadevelopergeneral

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · moderate Time to first run · 30min

Requires installing Python data packages and the Quarto document format tool on your computer.

No license information is provided in the repository materials.

So what is it?

This repository provides starter files for a Posit Academy course called "Foundations of Python for Data Science." The course teaches you how to build data analysis reports and presentations using a coding environment on your computer while you follow guided lessons in your web browser. Instead of starting from a blank page, you get partially built files so you can jump right into learning by doing. The project is organized into four folders, each covering a different skill. You learn how to author a data analysis document, create reports with tabs and multi-column layouts, build reports that automatically adjust based on parameters you set, and turn your analysis into a slideshow. Each folder contains a starter file and any data needed for that lesson. As you watch the browser tutorial, you edit the provided file alongside it, so you are practicing the concepts in real time rather than just reading about them. This is designed for people learning Python for data science, particularly those using Positron or RStudio as their coding software. A beginner data analyst who wants to move beyond basic spreadsheets and start creating polished, reproducible reports would get a lot out of these exercises. Someone preparing to present data findings to a team could also use these tutorials to learn how to turn raw analysis into a clean slideshow. To use the materials, you download the project to your computer and install a few standard data tools, specifically packages for working with data tables and creating charts. The tutorials rely on a document format called Quarto, which lets you mix written text, code, and visual output into a single file that can be rendered as a report or presentation.

Copy-paste prompts

Prompt 1
Set up the Quarto document format in my Python project so I can mix written text, code, and visual output into a single file that renders as a report.
Prompt 2
Create a parameterized Quarto report in Python that automatically adjusts its output based on parameters I define at the top of the document.
Prompt 3
Build a Quarto presentation in Python that turns my data analysis into a slideshow with code, charts, and narrative text on each slide.
Prompt 4
Organize my Python data report into tabs and multi-column layouts using Quarto so readers can navigate different sections easily.

Frequently asked questions

What is academy-python-ide-tutorials?

Starter files for a Posit Academy course that teaches you to build data analysis reports and presentations using Python, Quarto, and your coding environment.

Is academy-python-ide-tutorials actively maintained?

Active — commit in last 30 days (last push 2026-07-25).

What license does academy-python-ide-tutorials use?

No license information is provided in the repository materials.

How hard is academy-python-ide-tutorials to set up?

Setup difficulty is rated moderate, with roughly 30min to a first successful run.

Who is academy-python-ide-tutorials for?

Mainly data.

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