Posit PBC

Deploying Python data apps just got easier with Connect Cloud! 🙌🏼 If you can build an application locally, you can deploy it to Connect Cloud. All you need: ✔️ Public GitHub repository ✔️ Working application ✔️ requirements.txt file We created a how-to guide that shows how to deploy a Dash app to Connect Cloud. While this guide covers Dash apps, the same workflow also supports Streamlit, Shiny, and Bokeh apps. 💡 How-to guide → https://lnkd.in/gc97SMZC

How to analyze and explore data stored in Snowflake using R ❄️ In this tutorial, James Blair, Sr. Product Manager of Cloud Integrations at Posit, shares how to: 1️⃣ Set up an R environment inside of Posit Workbench running as a native app on Snowpark Container Services. 2️⃣ Use the RDB player interface to push computation into Snowflake, allowing you to access greater memory and compute resources than you typically would in a standard R session. 🔍 Explore more about the Snowflake and Posit partnership → https://lnkd.in/gt2QCs_i 🎥 Watch the tutorial on YouTube → https://lnkd.in/gh9P7wNm

We are thrilled to announce the release of Quarto 1.5! 🎈 Highlights in this latest update include: • Typst CSS: CSS properties on HTML tables, divs, and spans are also translated to Typst properties, so that they should look as good in PDFs. • Improved Website Draft Support: Quarto 1.5 brings improved support for workflows involving draft posts and pages. Drafts can be gone, unlinked, or visible, and the linking behavior of draft documents is improved. • Native Julia Engine: Opt-in to a native Julia engine. • Placeholder Shortcodes: New shortcodes for placeholder images and text. • Website Announcements: Add a customizable banner at the top of your website! Learn more in the latest post on the Quarto blog: https://lnkd.in/gHJ6HdXJ

We’re brimming with glee to announce the release of bonsai 0.3.0. bonsai is a parsnip extension package for tree-based models and includes support for random forest and gradient-boosted tree frameworks like partykit and LightGBM. The 0.3.0 release of bonsai introduces support for accelerated oblique random forests via the "aorsf" engine for classification and regression in tidymodels. Learn more on the tidyverse blog: https://lnkd.in/gV3jQgux

Introducing Posit Connect Cloud – now in Alpha! 🎉 Share your Python and R data applications and documents online in a simple cloud environment. ✔️ In one place. ✔️ In three simple steps. ✔️ In three minutes. Share your work with the world by trying out Connect Cloud today: https://lnkd.in/gi6Ws2jh

The Plotnine Contest has been extended until July 26th! If you are ready to test your python plotting chops, and contribute to the plotnine community, learn more and take part, https://lnkd.in/gC63skXE From Hassan Kibirige: - We have been thrilled with the uptick in the number of responses received for the plotnine visualisation Contest over the past week. This is the first run of this contest, and it has taken some time for the word to zip through the cosmos. To give everyone a bit more time to perfect their submissions and to allow those who have just been visited by the word to rise from their slumber, we are extending the deadline by two weeks. The contest will now close on July 26th. We are not threatened by your creativity. We promise.

Posit Conf 2024. The Open Source Data Science Conference. Whether you’re just starting your data science journey, a skilled professional, or a data science leader, posit::conf(2024) has it all, with four talk tracks, community events, updates on product enhancements, all-day workshops, and keynotes from your favorite data scientists. August 12-14th in Seattle, Washington Learn more & register at posit.co/conference

Real World Applications of Open Source in Public Health with Idaho Southwest Health District, Oregon Health Authority, and Vermont Department of Health ✨ Join us on July 17th at 11 a.m. ET to hear from Public Health professionals about how they leverage Posit Academy and open-source tools to serve their communities! What is Posit Academy? Posit Academy is a mentor-led apprentice program that follows a project-based learning format. Like riding a bike or playing the piano, Posit Academy participants learn by doing with real-world applications. They are placed in small groups under the guidance of a mentor to motivate and support one another throughout their learning journey. Save the date by adding the event to your calendar → https://lnkd.in/gNwyNfj2

Winners of the 2024 Posit Table Contest! Check out the winners and highlights, https://lnkd.in/gzZSGgPx ⬡ Winner, Today’s Top Hits – Spotify Dashboard, By Melissa Van Bussel ⬡ Runners Up 1, Podcast Index Database Dashboard, By Eric Nantz ⬡ Runners Up 2, Transfermarkt Contract Detector Shiny Application, By Ekrem Bayar ⬡ The Outstanding Novice Submission, Top AI Companies Stock Performance, By Arnav Chauhan ⬡ The Best Static Table, Rolling Stone’s Greatest Albums of All Time, By Sukalpo Saha ⬡ The Best Interactive Table, Top Ranked Board Games, By Richard Bamattre ⬡ The Best Tutorial (feat. Tables), Engaging tables with R or Python using {gt}, By Albert Rapp ⬡ The Best Single-Table Example, Arizona Indigenous Tribal Water Rights, By Greg Chism ⬡ The Best Shiny Table, Stock-specific summaries and optimal portfolio weights, By Christoph Scheuch ⬡ The Best {reactable} Table, Create a Interactive Table for Adverse Events Analysis for Clinical Trials, By Bingjun Wang & Yujie Zhao ⬡ The Best {gt} Table, Resumen Sistema Educativo en Córdoba Capital, By Illak Zapata ⬡ The Greatest Great Tables Table, Hourly Transit Service Patterns, By Tiffany Ku ⬡ The Best Table that Uses Polars, Euro NCAP Safety Ratings – 2023, By Jerry Wu ⬡ The Best Sports Table, Scottie Scheffler’s Dominance, By Stephan Teodosescu ⬡ The Best Pharma Table, Complete Clinical Study Report Tables with gtsummary, By Agustin Calatroni & Daniel D. Sjoberg ⬡ The Best Finance Table, Tables for Personal Finance (Ebenezer), By Deepansh Khurana ⬡ The Special Prize for Going Viral with a Table, Carbon Intensity of Electricity Consumption, By Grant Chalmers

Take your R and Python workflows to the next level with Posit Professional Tools. Join our workshops at posit::conf(2024) to explore the possibilities: • DevOps for Data Scientists, led by Rika Gorn: Learn the basic principles and tools of DevOps and get hands-on experience with DevOps workflows in production. • Using Databricks with R, led by Edgar Ruiz Discover the latest methods to connect and interact with Databricks services. • Data Science Workflows with Posit Tools — Python Focus, led by Sam Edwardes and Gagandeep Singh: Build a streamlined, Pythonic data science workflow using Posit’s professional products and open-source tools. • Data Science Workflows with Posit Tools — R Focus, led by Ryan Johnson and Katie Masiello: Enhance your data science workflows using open-source packages and Posit’s professional tools, including Workbench, Connect, and Package Manager. Learn more in the workshop catalog: https://lnkd.in/dscykZMr