Posit PBC

One week left for the Plotnine Contest! Check out generative art made with Plotnine. Hassan and the Plotnine team are open to all sorts of entries, from great learning examples, superbly informative plots, historic plots, and including generative art. Anything you're excited to work on and share. Get plotting!

There will be dozen’s of speakers from Posit at posit::conf this year, below is an overview of what to look forward to: ⬡ Keynote: Updates from Posit, featuring updates on Posit’s mission, products, and recent projects. Speakers include Hadley Wickham on Posit’s mission, James Blair on partnerships with Databricks and Snowflake, Charlotte Wickham on new features in Quarto for PDF creation, and George Stagg on innovations in webR for teaching R code. https://lnkd.in/gMXqantr ⬡ Shiny Templates - Greg Swinehart. https://lnkd.in/gQPnW24h ⬡ What's New With Shiny For Python? - Bending the Shiny learning curve with Shiny Express - Joe Cheng - Building ML and AI apps with Shiny for Python - Winston Chang Supercharge Your Shiny (for Python) App: Unleashing Jupyter Widgets for Interactivity - Carson Sievert - Editable data frames in Py-Shiny: Updating original data in real-time - Barret Schloerke https://lnkd.in/ggYNcE8t ⬡ What's New With Tidymodels? Four talks on tidymodels, including, - Survival analysis is coming to tidymodels! with Hannah Frick - Evaluating Censored Regression Models is Hard with Max Kuhn - Fair machine learning with Simon P. Couch - Tidypredict with recipes, turn workflow to SQL, spark, duckdb and beyond with Emil Hvitfeldt https://lnkd.in/giUKhqxS ⬡ Keras 3: Deep Learning made easy - Tomasz Kalinowski. https://lnkd.in/gukfkbHz ⬡ Oops I'm A Manager - Finding your Minimal Viable Process - Andrew Holz. https://lnkd.in/gnmag8Ss ⬡ Data Contracts: Keep Your Weekend Work-Free! - Nick Pelikan, Senior Solution Architect, Posit. .https://lnkd.in/gyvs_vK4 ⬡ Deploying data applications and documents to the cloud - Alex Chisholm, Product Manager, Cloud Platforms, Posit. https://lnkd.in/gyvs_vK4 ⬡ Introducing Positron, a new data science IDE. A series of 7 talks introducing Positron. Positron is a new, extensible data science IDE in early beta testing that supports Python and R for exploratory data analysis, reproducible authoring, and publishing, with potential for additional language support in the future. https://lnkd.in/gTDg_dDJ Register for Posit Conf at https://lnkd.in/e7a659Ui

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