Data Profiling

Anybody who wants to practice their programming skills is welcome. We share our ideas, learn from each other, do some exercise, ask questions, etc. This meetup is the best for those who want to improve their skills by programming and learning in a group If you want to learn more about our Co-Learning, please have a look at our website: [https://opentechschool-zurich.github.io/](https://opentechschool-zurich.github.io/) \*\*\* We have a chat group you can join to get more information: [https://app.element.io/#/room/#ots-zh:matrix.org](https://app.element.io/#/room/#ots-zh:matrix.org) (You need to create a free account if you don't already have one) Remote participants are also welcome. You first need to join the Element chat and then get into the video call that we start at around 19:00 (if we forget, pleas ping us in the Element chat!) \*\*\* Our main languages are Python and Javascript, but we welcome every programming languages. Some of the skills we can help you learning: * Python and * ... PyGame (Zero / Play) -.... Flask * ... Jupyter and data science -... PySide2 / PyQt * ... Shoebot * C++ and * ... Qt * ... cmake * ... and modern C++ * Flutter for Apps * PHP and * ... Vue.js * ... Wordpress * JS and React.js We have a few Github repository that can be interesting to browse:: https://github.com/opentechschool-zurich/

Das "Drinks und Links"-Team lädt dich zum nächsten Networking-Event in Zürich ein. Sich austauschen, innovative Geschäftsideen besprechen, Kontakte knüpfen oder einfach eine gute Zeit haben - das haben wir uns von "Drinks und Links" auf die Fahne geschrieben. Unkomplizierte Atmosphäre - kühle Drinks - coole Location. Wir freuen uns schon jetzt, dich an unserem nächsten Gratis-Event zu begrüssen! \-\-\-\-\-\-\-\-\-\- The Drinks and Links team are hosting another fab Free Networking Event in Zürich (http://drinksandlinks.com/netwoking-event-in-zuerich/). So make a resolution to save the date for a great night of networking and socialising. There is plenty of space to expand our group at a bar which boasts a great selection of drinks! See you there. \-\-\-\-\-\-\-\-\-\- The "Drinks and Links"-Team - now wer'e talking http://www.drinksandlinks.com

**Beschreibung** Willkommen zum OSS Meetup! Hier treffen sich Entwickler, technologische Enthusiasten und alle, die sich für Open-Source-Projekte interessieren. Egal, ob du Anfänger oder erfahrener Entwickler bist, unsere Treffen bieten eine Plattform, um Ideen auszutauschen, an Projekten zu arbeiten und gemeinsam zu lernen. **Ablauf dieses mal** \*Linux install party!!!\* Willst du dich von proprietären Betriebssystemen distanzieren und Linux ausprobieren? Hast du ungeklärte Fragen oder Probleme mit deiner Linux-Installation? Dann bist du hier genau richtig! Wir veranstalten eine Linux-Installationsparty, also nimm deinen Laptop mit und lass uns zusammen dein System einrichten. Erfahrene Linux-Nutzer stehen bereit, um dir bei der Installation und Konfiguration deines Systems zu helfen. Es werden auch die Grundlagen von Linux, nützliche Befehle und Anpassungsmöglichkeiten abgedeckt werden. PS: Es gibt auch Pizza ;) \*Mitnehmen\* Bitte bringe deinen Laptop, und optional auch einen USB-Stick oder eine externe Festplatte, um eine Linux-Distro zu booten. Es werden auch USB-Sticks mit vorbereiteten Distros an der Veranstaltung zur Verfügung stehen. **Ort** Ostschweizer Fachhochschule Rapperswil, Gebäude 1, Zimmer 1.262 Oberseestrasse 10, 8640 Rapperswil-Jona Wegbeschreibung: https://geometalab.gitlab.io/campus-maps-with-openstreetmap/ifs-campus-map/?search=way/902580361 **Zielgruppe** Alle Interessierten, die sich mit Open-Source-Technologien, -Projekten und -Philosophien beschäftigen möchten. **Details** Infos zum Meetup und vergangenen Treffen: https://gitlab.com/oss-meetup-group/presentations Zukünftige Themen: https://gitlab.com/oss-meetup-group/presentations/-/boards/10058452 Die Themen für kommende Meetups können von jedem erstellt und abgestimmt werden. Wir freuen uns auf deinen Beitrag! **Kontakt** Bei Fragen oder Vorschlägen kannst du gerne im Git ein Issue erstellen oder eine E-Mail schreiben. Issues: https://gitlab.com/oss-meetup-group/presentations/-/issues?sort=created_date&state=opened&or%5Blabel_name%5D%5B%5D=misc&or%5Blabel_name%5D%5B%5D=feedback&first_page_size=20 E-Mail: oss_meetup@getgoogleoff.me *Wir freuen uns auf dein Kommen!*

Emissionsdaten aus verschiedenen Quellen erfassen, zusammenbringen, aggregieren und visuell darstellen. Eine Anforderung, die in vielen Unternehmen existiert und sich alle wünschen. Wie das geht, zeigt Stefanie am Beispiel des GreenOps Reports für die EnBW. Sie erläutert ganz praktisch welche Datenquellen (Azure, AWS, Datacenter, Endgeräte) an das Power BI Reporting angebunden wurden und welche Quellen noch in Zukunft angebunden werden. Das ermöglicht ein vollständiges Bild zum IT Fußabdruck der EnBW zu erhalten. Zudem zeigt sie auf, wie sie bei der Validierung der CO2e Zahlen in Zusammenarbeit mit externen Firmen wie resilio und eco:digit vorgegangen ist und auf welche Ergebnisse die EnBW bei der Validierung gestoßen sind. Der Abend wird ein Mix aus Praxis-Bericht, Show Cases und How-To sein. Am Ende haben wir alle einen Überblick, wie man die Emissionen der großen Hyperscaler, On-Prem Rechenzentren und weitere Quellen erfasst und in einem Dashboard visualisiert. **Agenda** 18:00 Einlass & Networking 18:30 Vortrag mit einer kleinen Pause zwischendurch 21:00 Ende & Networking \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Green Software Development Karlsruhe ist ein unabhängiger Teil der globalen [Green Software Foundation](https://greensoftware.foundation/) Community. Das [CyberForum](https://www.cyberforum.de/), die Wirtschaftsförderung, die [Fairantwortung](https://fairantwortung.org/) und der [ImpactHub Karlsruhe](https://karlsruhe.impacthub.net/) sorgen für eine Verbreitung des Events im Netzwerk. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

Our women's group run regularly in Zurich. Grab a friend or come alone — and leave with new friends. Let’s run together!

!!!THE EVENT IS NOT BOOKABLE VIA MeetUp Playhard Couple Padel Playdate - Special Edition 🎾💛 We’re spicing up Playhard Playdates! This time, it’s all about padel with a twist – you’ll be matched in pairs, and each pair can bring their partner for a fun session. After playing, you can grab coffee, chat, or continue the fun however you like! 1\. You RSVP for the event\, 2\. We’ll assign pairs and groups of four \(two pairs\) according to your location choice\. 3\. Each pair brings their partner\, books a padel court\, and plays together\. 4\. Enjoy the game\, meet new people\, and have fun\! *** Hey girl, Just fyi Playhard is a members-only social club for girls 25-35ish in Zurich. We host 10-20 intimate events each month, from brunches and girls nights to deep talks and games… Don’t be confused by the event page signups - our social club has over 100 members and 8-15 girls come to each of our events. Being a member of Playhard is mandatory for attendance. To secure your spot in the community, please join the waitlist via our website: https://playhard.ch/ More about Playhard: Website: https://playhard.ch/ Instagram: https://www.instagram.com/playhard_zurich Dm us or email hey@playhard.ch with questions See you soon! xoxo Playhard

The **Digitec Galaxus Product Development Meet-Up** is back — this time diving into **recommender systems** with two talks bridging data science and engineering practice. **Talk 1: Insights from Building and Operating a Recommender System for Migros Supermarkets** *Max Nolte – Data Scientist & Team Lead at Supermarkt IT, Migros-Genossenschafts-Bund* When you think of a Migros supermarket, you don't usually think about recommender systems. Over the past four years, my team and I have built and operated the engine behind personalized Cumulus coupons and a few other digital touchpoints. I'll share how it works, why we invest in it at a brick‑and‑mortar retailer, and what we've learned, covering data, models, measurement, and the practical realities of running it day to day. **Talk 2: Recommendations at Digitec Galaxus — From Data Science to Engineering Practice** *Michael Weiss, Senior Software Engineer & Robert Rosenbach, Senior Data Scientist – Digitec Galaxus* How do you go from a promising model to a recommender system that is fast, scalable, and maintainable in production? We will walk through the Digitec Galaxus recommendation stack end to end: the engineering architecture that keeps recommendations snappy and reliable, and the data-science side of model training — what to optimize for, which input signals matter, and the trade-offs involved in both. The two presentations will take roughly a combined hour, leaving plenty of time for discussions, questions, and exchange afterwards over drinks and snacks. Whether you come from a software engineering, data science, product, or any other background — we'd love to have you join us!

**IMPORTANT: YOU NEED TO BUY A TICKET IN YOUR NOII PROFILE TO GET IN** **Auf Tinder kein Bock mehr, aber für Parship ist es zu früh? We got you!** **Wir organisieren mehrere Real Life Single Events. Jede. Woche.** Lassen wir alle Single Herzen höher schlagen und veranstalten einen legendären noii Event. Vergiss Swipen und Chatten, in diesem Jahr daten wir im echten Leben (we don't make the rules). Mit bis zu 400 Personen pro Event ist immer viel los. Worst case hast du ein geiles noiices Erlebnis gehabt, best case lernst du jemanden kennen, den du daten möchtest **It's a vibe.** Keine Sorge, das wird kein awkward Single Event mit einem sturen Ablauf. Es ist wie ein normaler Bar-Abend mit deinen Friends, wo du aber ganz easy noch andere Leute kennenlernst. **[HERE MORE INFORMATION](https://date.noii.ch/preview)** **So done with tinder but it’s too early for Parship? We got you!** **We organize several real life single events. Every. Week.** Let's make all single hearts beat faster and organize a legendary noii event. Forget swiping and chatting, this year we're dating in real life (we don't make the rules). With up to 400 people per event, there is always a lot going on. Worst case scenario: you have a great noiice experience, best case: you meet someone you want to date **It's a vibe.** Don't worry, this won't be an awkward singles event with a stubborn schedule. It's like a normal bar evening with your friends, where you can easily meet other people. **[HERE MORE INFORMATION](https://date.noii.ch/preview)**

**[⚠️ >>Ticket needed (click here)<<](https://eventfrog.ch/en/p/dating/speed-dating/mystery-matches-blindfolded-speeddating-7432017503818140259.html) or** **[www.social-circle.ch](https://social-circle.ch/)**[ ](https://social-circle.ch/) ✨ **Mystery Matches: Blindfolded Speed Dating in Zürich** **Beyond Looks – Find Real Connection** Had enough of small talk and superficial dating? Dive into an experience where true chemistry sparks *before* appearances come into play. **The Vibe** Imagine sitting across from someone you can’t see. No distractions. No snap judgments. Just their words, their voice, and their energy. That’s **Mystery Matches**—Zürich’s one-of-a-kind blindfolded speed dating event designed for deeper connection. Join our WhatsApp chat to keep up with the event: https://chat.whatsapp.com/FoJN0DzRQgF232huSHiGOi (if you run into trouble open it in WhatsApp Web on your desktop) **How It Works** * Rotate through a series of short, blindfolded conversations. * Exchange a card with your name so your partner remembers who they spoke with. * With sight switched off, you’ll naturally tune into personality, tone, and presence. * After the rounds, blindfolds come off and the evening flows into a relaxed mingle—this time with faces revealed. (Name tags included!) * Stay for vynil music! **What’s Included** * A welcome drink * A guided, well-paced format that keeps things fun and easy * A welcoming, pressure-free atmosphere for playful connections **Where & When** * Venue: *Raedli bar* * Time: *19:00 sharp – please arrive on time!* ️ **Tickets** * Early bird: **19.-** Want more events like this? Join our newsletter: [https://chat.whatsapp.com/DaGFCvKs6iu62pftk5cotM](https://chat.whatsapp.com/DaGFCvKs6iu62pftk5cotM) ​**Important:** Tickets are **non-refundable**. Pictures might be taken during the event, if you do not want it please let the organizer know.

**Bachata Fusion Workshop — Social Dancing & Connection** *with Marcel & Jasmin* *Sunday April 12* *3pm–4pm* Join us for **Bachata Fusion!** A hands-on workshop series focused on what actually matters on the social dance floor: **Simple, easy-to-follow moves on the dance floor,** **fluid movement, and dancing that feels good for both partners.** 🎯 **What to expect** We don't just learn new moves; we delve deeply into the underlying technique. 📅 **Dates:** April 12, 19, 26 🕒 **Time:** 3pm – 4pm 📍 **Location:** Fuego Dance Studio (at Ella's Fellas), Hohlstrasse 192, Zürich *(next to Hardbrücke / Hardplatz)* 💸 **Free workshop** Try it for free, no commitment. 👥 **No partner needed** — just show up and dance. 🔥 **Stick around after?** Javier runs his **Salsa Lab** right after at 4pm. Perfect if you want to keep moving and make a full afternoon of it. 📆 **Reserve** your spot in Meetup.com ℹ️ **Website**: https://www.eversports.ch/activity/0f830c9a-7d73-418b-8f4b-b0026b485402 **Level:** Improver, beginner are welcome to try! **Style:** Bachata Fusion with focus on social dancing & connection See you on the floor!

**IMPORTANT: YOU NEED TO BUY A TICKET IN YOUR NOII PROFILE TO GET IN** **Auf Tinder kein Bock mehr, aber für Parship ist es zu früh? We got you!** **Wir organisieren mehrere Real Life Single Events. Jede. Woche.** Lassen wir alle Single Herzen höher schlagen und veranstalten einen legendären noii Event. Vergiss Swipen und Chatten, in diesem Jahr daten wir im echten Leben (we don't make the rules). Mit bis zu 400 Personen pro Event ist immer viel los. Worst case hast du ein geiles noiices Erlebnis gehabt, best case lernst du jemanden kennen, den du daten möchtest **It's a vibe.** Keine Sorge, das wird kein awkward Single Event mit einem sturen Ablauf. Es ist wie ein normaler Bar-Abend mit deinen Friends, wo du aber ganz easy noch andere Leute kennenlernst. **[HERE MORE INFORMATION](https://date.noii.ch/preview)** **So done with tinder but it’s too early for Parship? We got you!** **We organize several real life single events. Every. Week.** Let's make all single hearts beat faster and organize a legendary noii event. Forget swiping and chatting, this year we're dating in real life (we don't make the rules). With up to 400 people per event, there is always a lot going on. Worst case scenario: you have a great noiice experience, best case: you meet someone you want to date **It's a vibe.** Don't worry, this won't be an awkward singles event with a stubborn schedule. It's like a normal bar evening with your friends, where you can easily meet other people. **[HERE MORE INFORMATION](https://date.noii.ch/preview)**

As adults, meeting new people isn’t as easy as it used to be. Between busy schedules and shrinking social circles, it can feel hard to form fresh connections—and while we’re constantly interacting online, it rarely matches the warmth and depth of a real, face-to-face conversation. That’s where our Fast Friending Evening comes in. It’s all about genuine, in-person connections with like-minded ladies and gents in the city. Just show up, be yourself, and enjoy an evening of effortless conversations and meaningful new connections. **You will need to buy a ticket for attending -** [https://zurich11thapril.eventbrite.co.uk](https://zurich11thapril.eventbrite.co.uk) \*You can use any debit or credit card to purchase your ticket at PayPal checkout. It will ask you for your email address but that is only to send you a receipt. You do not need a PayPal account. TICKETS:- Early bird - CHF 10 Regular ticket - CHF 15 Cash at the meetup - If you have not purchased your ticket in advance then you can pay CHF 20 per person in cash on the day of the meetup to Neo (Please bring exact change) 'Fast friending' is our fun and quick way to help you make new connections quickly with both ladies and gentlemen. These are people in the age group of 25 and 45 and so you will be on a similar wavelength. Naturally you can always choose who to speak with based on your preference! Here's how your evening is planned - **7:00 PM – Welcome** \- We will meet at 7\.00 pm when you will be welcomed by your host Neo\. She will manage the evening and also help you make connections\. If you are a bit shy or anxious then please come early. Neo will help you meet other members in a small group and help you settle down and get comfortable. All attendees are also welcome to bring a lady friend along with them for free. This will make it a lot less stressful for you as you will always have your friend alongside. **7:30 – 8:30 PM \| Fast Friending** \- From 7\.30 to 8\.30 pm\, we will start 'Fast Friending' where our host will ask you to speak to a different attendee every 3 minutes\. You will be able to meet lots of ladies and gentlemen and not be limited to only those sitting or standing next you\. **After 8:30 PM \| Open Mingling** \- After 8\.30 pm you will have time to interact with those you have met as well as others\. If you are a bit shy or anxious then please come early. Neo will help you meet other members in a small group and help you settle down and get comfortable. \- We are not a close knit tight group\. Our evenings are warm and comfortable for members attending for the first time and those coming alone\. You will not feel alone\! \- We have many groups in this city\. Members of our other groups who RSVP are included as guests of the organisers in order to give you an indication of expected people\. \- This evening is for ladies and gents in the 25 to 45 age group\. \- Our evenings are not about 'dating' or for 'romantic' connections\. 'Fast friending' is NOT 'Speed dating'\. 'Fast friending' is designed to help members meet other like minded ladies and gents\. It is about new friendships and connections\. Naturally\, new friendships can lead to dating or romantic connections\, but that is not our focus\. Why do we have tickets? 1. Cover our costs - Our host is compensated for their time and work. We also pay meetup and have dedicated staff to manage our events, hosts, venues and communication. 2. Group Safety - By securing your ticket we have a record and you contribute to a well organized evening where everyone is more committed and better behaved. 3. Management - Tickets help us better manage attendee group size, book suitable space and activity. ABOUT [fastfriends.co.uk ](https://fastfriends.co.uk/)- We have connected members successfully for the past 10 years in over 30 cities (operating as Expatsclub, MeetConnectDevelop and fastfriends.co.uk). \-\-\-\-\-\-\-\-\-\-\-\-\-\- You can contact our founder Dan on +447715705005 with any questions or ideas. \-\-\-\-\-\-\-\-\-\-\-\-\-\- **Here are some videos which will give you some guidance and comfort to make your attendance more productive.** Secrets of socializing at our meetups - [http://bit.ly/secrets-socializing ](http://bit.ly/secrets-socializing) How to make new friends - [https://www.youtube.com/watch?v=v6GB0Hc_bSs](https://www.youtube.com/watch?v=v6GB0Hc_bSs) How to make people like you at our socials -[ https://www.youtube.com/watch?v=K4guProkKrI](https://www.youtube.com/watch?v=K4guProkKrI) Why you should attend our evenings - [https://www.youtube.com/watch?v=wEjwGBXzJE8](https://www.youtube.com/watch?v=wEjwGBXzJE8) Member feedback - [https://youtu.be/bF_oxrWGqus?si=8ewukkeawt1N12nm](https://youtu.be/bF_oxrWGqus?si=8ewukkeawt1N12nm)

The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.

**The Data-Driven Brand: Using Analytics to Shape Perception** Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory. For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy. She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps). Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way. **About Our Speaker** Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

The April Ohio North Database Training user group meeting will be held on **April 7th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined online by **Kayla Boor**. You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/22562814501129?p=w1cSxeUXFTVeIpZiMw)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract **Accidental friends: How a DBA and an SRE worked together to optimize the system.** Are you receiving nonactionable alerts? Does your team have issues communicating with one another? This session explores real world experiences my team has faced the last several years. We will talk about why collaboration is important and how to collaborate more effectively. Attendees will leave with a better understanding of how to communicate with team members and be ready to make small changes daily that have a lasting impact over time. \*\*NEW SPEAKER \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services)

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty. Join the local UX and Digital Design community for a casual monthly breakfast. Look for us upstairs!

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!