Data Umbrella

?? Dataframe libraries evolving faster than you can keep up? Marco Gorelli's Data Umbrella webinar is your cheat code! Learn Polars expressions and how to build library-agnostic data tools. ?? Watch now: https://lnkd.in/dpMGfx4a #DataScience #TechTips

The event video is now up! ?? Building APIs with @FastAPI ??? Abdulazeez A Adeshin (@kvng_zeez) #python #deployment And, subscribe to our YT channel for more videos. https://lnkd.in/e5gmsi3Q

At a recent Data Umbrella event, Marco Gorelli, senior software engineer at Quansight, delivered a talk titled "Polars & Narwhals: Translating from pandas." The talk is available on YouTube: https://lnkd.in/dTKnqy7m In his presentation, Marco began by explaining why Polars is worth your attention. He then delved into expressions and concluded by addressing the intriguing question: "Can expressions bring us ... together?" To discover the answer, you’ll need to watch the video—but here’s a hint: the Narwhals library plays a role in the conclusion! :) #Python #Dataframe #Polars #Narwhals

Grateful to Data Umbrella for their support as a Community Sponsor at NumHack! Their commitment to diversity and inclusion in data science creates invaluable opportunities for underrepresented communities, inspiring all of us to build a more inclusive tech landscape. Thank you, Data Umbrella, for championing diversity in data and empowering our community! Don’t miss out on the chance to join NumHack! Connect with data enthusiasts, collaborate on impactful projects, and learn from industry experts. Register today and become part of a vibrant community driving innovation in data science and open source! Learn more at https://hubs.la/Q02YyqPT0 #NumHack24 #AIForGood

#PyLadiesCon schedule has been published and registration is now open. Join online Dec 6-8! Full Schedule: https://lnkd.in/gY2GQZKW Register: https://lnkd.in/gcWZmGYn It's free and you can support #PyLadies by donating sponsoring, and by inviting others to join us. #Python #Conference

UPDATE: Deadline EXTENDED to November 24th! GO GO GO! FREE policy short-course from the incredible folks at the Aspen Policy Academy: Influencing AI from the Outside: https://lnkd.in/ey9yVya6 Learn to: ?? Navigate key debates in AI policy, ??? Make an effective argument for policy change, ?? Simplify technical language for policy audiences, and ?? Submit an effective public comment.

In our video library: ?? Contributing to @pymc_devs Documentation (Oriol Abril Pla) ??? @OriolAbril ?? "sphinx illustrations were very clear & informative" #oss And, subscribe to our YT channel for more videos. https://lnkd.in/eScMWXrH

Join us for our upcoming event: ?? Polars & Narwhals: Understanding Expressions When You're Used to pandas ??? Marco Gorelli ??? Tue, Nov 19, 2024 ? 9am PT / 12pm ET/ 17:00 UTC #polars #Narwhals When it comes to dataframes, pandas is the go-to library for many people. Yet Polars is taking the world by storm, and so many data practitioners are curious about trying it out. There is a learning curve though, as Polars introduces some concepts which pandas users might not be familiar with. This talk will be a deep dive into one of those concepts (expressions) and will focus on how you can understand them from a pandas perspective. The lessons learned will be useful beyond Polars, as they will also enable you to use Narwhals. Narwhals is a lightweight and extensible compatibility layer between dataframe libraries which is gaining traction (Altair, Marimo, scikit-lego, and more are currently using it) - like Polars, its API is also based on expressions. By learning this concept, you will not only be able to use Polars efficiently, but you'll also know how to build dataframe-agnostic tools. Sign up here: https://bit.ly/3AH7YcU

?? The Data Umbrella November 2024 newsletter is out! So MUCH NEWS! ? Open Research Community Accelerator (ORCA): report meeting and videos ? new organization of Open Collective ? Community partnerships with: PyladiesCon, PyData Global, NumHack (Kamila St?pniowska) ? article: Impact of Toxic Influencers on Community (Erin Casali) ? article: How do we Fund Open Source? (Bill Doerrfeld) PLUS ? Upcoming webinar: Polars & Narwhals: Understanding Expressions When You're Used to Pandas (Marco Gorelli) https://lnkd.in/eCiWEen7 RECENT VIDEOS ? Polars for Data Analysis in Python (Kimberly Fessel, PhD) ? RAGged Edge Box: A Personal AI-Powered Document Search System (Pablo Duboue) #datascience #pandas #opensource #machinelearning #openscience

Check out our playlist on "Intro to React": ??Building Your First React Application ??@JoeTorreggiani 1?? Background (HTML, CSS) 2?? JavaScript, Node.js 3?? Live demo on React https://bit.ly/3zXWM7c And, subscribe to our YT channel for more videos.