A community for developers and users of open source scientific tools with 200K+ people 🧑‍🔬 🧑‍💻, by @NumFOCUS. Join our Discord: discord.gg/VppDHHN6

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NumFOCUS is proud to be a community supporter of the Feature Store Summit 2026! 🎉 On Oct. 6, Hopsworks is bringing back this free online conference for the 6th time, with 15+ technical talks from teams at Spotify, Adyen, Uber, Airbnb, Delivery Hero, Zomato, and more. This year's theme is real-time context for agents: fresh features, low-latency serving, and the memory and retrieval systems that keep agents reliable in production. If you build data and ML systems, this is a great chance to learn from practitioners and connect with the community. Registration is free: hubs.la/Q04yshN40
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We had a great time at @pydataamsterdam 2026 this past week! Thank you to all of the organizers, volunteers, and attendees who made this event what it was. 🧡💙
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Happy kick-off day to PyData Amsterdam! We can't wait to see what comes out of the collaboration, learning, and networking over the next few days. Be sure to tag us with everything you've learned!
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This. Is. IT. There is just one day left before PyData Amsterdam takes the stage! If you've been on the fence, this is your sign to get your tickets NOW. Get your tickets at hubs.la/Q04wLPhT0
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*insert ticking clock* Time is running out! There are just 2 days until we kick-off PyData Amsterdam! Don't wait, get your tickets now at hubs.la/Q04wLN_k0
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3 days until PyData Amsterdam! We have one more keynote to highlight before the conference kicks off. Christophe Blefari (Co-founder, nao Labs) looks ahead with“Analytics Future,” which asks the question: What do we want the future of analytics to be? Time is running out to get your tickets to PyData Amsterdam! Don't miss out, get your tickets now: hubs.la/Q04wLNpP0
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4 days until PyData Amsterdam! Here's another keynote to check out: Nadieh Bremer (Data Visualization Designer, Visual Cinnamon) closes the visualization conversation with ”Amidst the Visualization and Art of Data,” exploring where data craft meets art. Don't miss out on this incredible conference! Get your tickets now at hubs.la/Q04wLM0g0
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5 days to PyData Amsterdam! Check out this blog on 5 talks to watch out for at PyData Amsterdam as we get closer to the big event! hubs.ly/Q04wPm4X0 Register now at hubs.ly/Q04wPm5z0
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6 days until PyData Amsterdam! We're highlighting another keynote today: Laura Summers (Lead Design Engineer, Pydantic) and Andy Kitchen (Co-founder, Cortical Labs) bring a joint keynote titled "Mothering the Machine,” a look at what it means to build and care for the systems we’re creating. There's still time to register for PyData Amsterdam. Get your tickets at hubs.la/Q04wLKxC0!
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7 days to PyData Amsterdam! Kicking off our countdown with one of this year's headline keynotes: Jay Alammar (Director & Engineering Fellow, Cohere) and Maarten Grootendorst (Developer Relations Engineer, Google DeepMind) join forces for "From LLMs to Agents and from Words to Actions" — a look at the shift from models that talk to systems that act. If you've followed either of their work on LLM explainability and applied AI, this is the session to build your schedule around. Register now at hubs.la/Q04wz7M_0
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PyData Amsterdam 2026 is a little over a week away! This year we're heading to NDSM Loods for two days of keynotes, technical talks, and the open-source community that makes PyData what it is. New on the blog: everything you need to know before you go — keynotes, tracks, the venue, and more. Read now: hubs.la/Q04wk3mL0 Get your tickets now at hubs.la/Q04wjZ7V0
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@pydataamsterdam is coming up soon! Join us Sept. 10-12 at the iconic NDSM Loods (Tutorial Day on Sept. 12 at Xebia). PyData Amsterdam is a conference for the international community of those working in AI, data science, data engineering, or open-source tools. This is a unique opportunity to connect with the community and learn from industry experts. Register now at hubs.la/Q04v_0nG0
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Today is the last day to submit your CFP for PyData Global 2026! Don't wait, get yours in now! Learn more and submit your proposal now at hubs.la/Q04v3LQK0
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Reminder: The CFP extended deadline for PyData Global 2026 is coming up soon! You have just a few days left to submit your talk proposal. Submit today at hubs.la/Q04tSXL70
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Time is running out to submit your talk proposal for PyData Global 2026! Learn more about how to submit at hubs.la/Q04tqCHZ0 About PyData Global 2026 PyData Global 2026 is a 3-day virtual event for the international community of data scientists, data engineers, and developers of data analysis tools to share ideas and learn from each other.
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Reminder: There's still time to submit your CFP for PyData Global 2026! You have until Aug. 24 to submit your idea for a talk! Learn more and submit your proposal at hubs.la/Q04t40RZ0 About PyData Global: PyData Global 2026 is a 3-day virtual event for the international community of data scientists, data engineers, and developers of data analysis tools to share ideas and learn from each other. During the conference, attendees will have the opportunity to attend live keynote sessions and talks, lightning talks, and get to know fellow members of the PyData Community.
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PyData Global CFP Deadline Extension Alert! We have extended the deadline to submit your talk proposal for PyData Global 2026 to Aug. 24. So, if you missed out on the original deadline, you have a chance to submit now! Learn more at hubs.la/Q04r_ln-0
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Tomorrow is the deadline to submit your talk proposal for PyData Global 2026! Don't wait, submit yours now to make sure you're included in the selection process. Submit now at hubs.la/Q04rwjN10 About PyData Global: PyData Global 2026 is a 3-day virtual event for the international community of data scientists, data engineers, and developers of data analysis tools to share ideas and learn from each other. During the conference, attendees will have the opportunity to attend live keynote sessions and talks, lightning talks, and get to know fellow members of the PyData Community.
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The weekend is the perfect time to get some to-dos done, including your talk proposal for PyData Global 2026! Submit yours now at hubs.la/Q04rwr_60 About PyData Global: PyData Global 2026 is a 3-day virtual event for the international community of data scientists, data engineers, and developers of data analysis tools to share ideas and learn from each other. During the conference, attendees will have the opportunity to attend live keynote sessions and talks, lightning talks, and get to know fellow members of the PyData Community.
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There are just 4 days left to submit your proposal for PyData Global 2026! Don't wait, submit yours today at hubs.la/Q04rwnXP0 About PyData Global: PyData Global 2026 is a 3-day virtual event for the international community of data scientists, data engineers, and developers of data analysis tools to share ideas and learn from each other. During the conference, attendees will have the opportunity to attend live keynote sessions and talks, lightning talks, and get to know fellow members of the PyData Community.
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The deadline to submit a talk proposal for PyData Global is this coming Monday! Learn more about what to submit at hubs.la/Q04rnXs40 About PyData Global: PyData Global 2026 is a 3-day virtual event for the international community of data scientists, data engineers, and developers of data analysis tools to share ideas and learn from each other. During the conference, attendees will have the opportunity to attend live keynote sessions and talks, lightning talks, and get to know fellow members of the PyData Community.
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Don't miss out on the opportunity to submit a talk proposal for PyData Global 2026! The deadline to submit is Aug. 3. PyData Global 2026 is a 3-day virtual event for the international community of data scientists, data engineers, and developers of data analysis tools to share ideas and learn from each other. Learn more and submit your proposal at hubs.la/Q04rbt_d0
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It's here. SciPy 2026 is officially kicking off today!. Tutorials start today — the beginning of a week-long celebration of 25 years of open source scientific computing. If you're attending in person or virtually, share what you're learning and tag us! #SciPy2026.
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Tomorrow, SciPy 2026 begins. Tutorials kick off at the University of Minnesota in Minneapolis — and for the next week, this community will learn together, build together, and celebrate 25 years of open source scientific computing. Whether you're on your way to Minneapolis or logging in remotely: we're glad you're here. See you tomorrow. There's still time to register: hubs.la/Q04pg7VB0
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Time is running out to celebrate 25 years of SciPy this year! There are just 2 days between us and the start of SciPy 2026. Don't miss out, register now: hubs.la/Q04pfqln0
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Thank you to the Silver Sponsors for SciPy 2026! Thanks for helping support this historic year to celebrate 25 years of SciPy! Our Silver Sponsors are: @quansightai @Kitware @ANSYS
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3 days until SciPy 2026! Talks, tutorials, birds of a feather sessions... This conference has it all! Don't miss out, register today at hubs.la/Q04pcV1P0
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Thank you to our Gold Sponsors for SciPy 2026! Thanks for your commitment to helping grow the open source scientific computing community! Thanks to our Gold Sponsors: @marimo_io @thomsonreuters @Meta @anacondainc @curvenote @prefix_dev
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We're on the countdown to SciPy 2026, and there are just 4 days left to register to learn and grow with this incredible community! Register online now at hubs.la/Q04p4rJh0
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Shout-out to our SciPy Platinum Sponsors! Huge thank you to helping us celebrate 25 years of SciPy this year! This year's Platinum Sponsors are: @nvidia @posit_pbc There's still time to register for SciPy at hubs.la/Q04nYRVR0
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5 days until SciPy! Registered yet? 👀 If not, you still can at hubs.la/Q04nYbgS0
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Shout-out to our SciPy Diamond Sponsor: @Nominal_io. Thank you for your support in growing the open source scientific community. 💙
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🚨6 DAYS UNTIL SCIPY🚨 Time is running out to join us for the 25th SciPy Conference this year! Get all the info and register now online at hubs.la/Q04nNNC70
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We're just one week away from the launch of SciPy 2026! Come celebrate 25 years of SciPy this year. Learn more about the conference and register online at hubs.la/Q04nDzGB0
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Our third SciPy keynote speaker works at petabyte scale. Dr. Joseph H. Kennedy is a Staff Scientist at the Alaska Satellite Facility and Geophysical Institute at the University of Alaska Fairbanks. A computational glaciologist by training, he now leads global-scale remote sensing and Earth-observing data processing campaigns — including the ITS_LIVE global glacier velocity project and HyP3, ASF's on-demand processing system. His specialty is bridging scientists and software engineers, building cloud and HPC platforms that turn raw satellite data into analysis-ready insights for the scientific community. Register now: hubs.la/Q04nrwP50
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Our second keynote speaker at SciPy 2026 approaches science and technology from a fascinating angle. Amber Case is a design advocate, researcher, and author of Calm Technology — and founder of the Calm Tech Institute. She's a Fellow at MIT's Center for Civic Media and Harvard's Berkman Klein Center for Internet & Society, and received the Bell Labs Claude Shannon Innovation Award. Her work explores how humans interact with technology, and how design can reduce cognitive load rather than create it — a question that feels increasingly urgent as our tools grow more powerful. Register now: hubs.la/Q04nqh_70
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Meet one of our SciPy 2026 keynote speakers. Thomas Caswell is the Project Lead for Matplotlib and staff scientist at Brookhaven National Laboratory's NSLS-II, where he develops data acquisition and analysis software for x-ray science. He's been using scientific Python for over 15 years, started contributing to Matplotlib with a single character change in 2012, and hasn't stopped since. He's also a PSF Fellow and core contributor to h5py. Register now: hubs.la/Q04nqx-G0
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We're ending the month highlighting the second part of Give Me 5 Live at PyData London! Community is at the center of everything we do, so getting to hear from people live is always refreshing. Learn how you can support the community at hubs.la/Q04n7Dh-0
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SciPy 2026 is coming to Minneapolis, MN, July 13–19 at the University of Minnesota — and this year marks a major milestone: 25 years of open source scientific computing. Register now: hubs.la/Q04m_0wS0
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SciPy 2026 has something for every corner of the scientific Python community. This year's conference tracks include: Physics & Astronomy | Environmental, Earth & Climate Sciences | Biological & Medical Sciences | Maintainers & Community | Scientific Computing in Education | Data-Driven Discovery, ML & AI (highlighted track) | Spirit of SciPy (highlighted track) The Spirit of SciPy track in particular is special this year — it celebrates 25 years of open source collaboration, honoring the interdisciplinary, ground-up ethos that started it all. Register today at: hubs.la/Q04mV91K0
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If you've never been to SciPy before — here's what a week looks like: Tutorials — Deep-dive, hands-on workshops to sharpen your skills before the main event. Conference — Keynotes, talks, and sessions across tracks including Physics & Astronomy, Environmental & Climate Sciences, Biological & Medical Sciences, AI/ML, and more. Sprints — Roll up your sleeves and contribute directly to open source projects alongside maintainers. Plus Birds-of-a-Feather sessions, community gatherings, and 25 years worth of people who built the tools you use every day. Get your tickets now at hubs.la/Q04mJqjT0
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SciPy 2026 is coming to Minneapolis, MN, July 13–19 at the University of Minnesota — and this year marks a major milestone: 25 years of open source scientific computing. SciPy is where the scientific Python community comes together to learn, build, and celebrate everything we've created together. Register now: hubs.la/Q04mmWw60
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Let's celebrate 25 years of SciPy together this year! 25 years ago, the first SciPy conference convened scientists eager to work together to solve open problems with Python. As the community and conference have grown, the spirit of this first meeting remains central to SciPy. Join us in Minneapolis this year by registering now at hubs.la/Q04lJSXC0
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The center of PyData: community. We hear it a lot from all of our attendees that the best thing about PyData events is getting to connect with and learn from people all across the open source scientific ecosystem. But, this community doesn't come together out of thing air. You can help continue the great work happening at these conferences by Maxing the Stack and donating to support NumFOCUS at hubs.la/Q04lBWr60
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Happy opening day to PyData London 2026! We hope every attendee has a great time growing and networking at one of the premier data science conferences!
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Tomorrow, PyData London 2026 begins. If you have your ticket, we'll see you there. If you don't have yours yet — there's still time: hubs.la/Q04jpJ3R0 - - - PyData London 2026: Convene Sancroft, St. Paul's Tutorials: Friday, June 5-7 Talks: Saturday and Sunday, June 6-7 Keynote Speakers all 3 days Tickets: hubs.la/Q04jpJ3R0
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We're just a few days away from PyData London 2026, and there's still time to join this incredible conference. 3 days of talks, tutorials, and community building. What else could you ask for? - - - PyData London 2026: Convene Sancroft, St. Paul's Tutorials: Friday, June 5-7 Talks: Saturday and Sunday, June 6-7 Keynote Speakers all 3 days Tickets: hubs.la/Q04j_WPp0
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When you come to PyData London this weekend, be sure to stop by and talk to the NumFOCUS staff members there! They'll be there throughout the weekend and that are looking forward to connecting with community members, contributors, speakers, sponsors, projects, and attendees throughout the event. We'll see you there! (Event details below) - - - PyData London 2026: Convene Sancroft, St. Paul's Tutorials: Friday, June 5-7 Talks: Saturday and Sunday, June 6-7 Keynote Speakers all 3 days Tickets: hubs.la/Q04jQVJY0
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We're just days away from PyData London 2026! The schedule is incredible, the speakers are ready, and the community is showing up. Are you? - - - PyData London 2026: Convene Sancroft, St. Paul's Tutorials: Friday, June 5-7 Talks: Saturday and Sunday, June 6-7 Keynote Speakers all 3 days Tickets: hubs.la/Q04jpFX00
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Thank you to our PyData London 2026 Community Partners! We're thankful for your help in promoting our conference. Time is running out to get your tickets, so don't wait! - - - PyData London 2026: Convene Sancroft, St. Paul's Tutorials: Friday, June 5-7 Talks: Saturday and Sunday, June 6-7 Keynote Speakers all 3 days Tickets: hubs.la/Q04jpQ7S0
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