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Liebe JUG-Mitglieder, wir möchten Euch herzlich zu unserem nächsten Stammtisch, der jeden ersten Dienstag im Monat stattfindet, einladen. Alles weitere kann im unserem Blog unter http://www.jug-berlin-brandenburg.de/ gefunden werden. Viele Grüße Sandra, Jan, Jörg und Oliver

We are back in the c-base! Do you already run NixOS and want to talk to other people or want an introductory session with some NixOS users. Just bring your machine! Usually there are no topics, we just sit in front of our computers, talk about stuff, debug some problems or review some PRs on nixpkgs. There are drinks usually available from the c-base bar. If you can't find us. just ask around or ask in irc (#krebs on hackint)

In diesem Kurs beschäftigen wir uns mit verschiedenen Texten aus unterschiedlichen Bereichen. Das können u.a. kurze Geschichten, Gedichte, Zeitungsartikel, Kolumnen oder Videos sein. Immer sind es Themen, die uns gefallen, die wir besonders interessant, wichtig oder manchmal auch richtig schlecht finden. Gemeinsam versuchen wir die Position der Autor*in, den Stil und die Argumentationsstruktur zu verstehen. Dazu diskutieren wir über das, was wir verstehen, welche Meinung wir zu dem Thema haben oder welche Fragen offen bleiben.
Gerne könnt ihr uns auch Themenvorschläge mitbringen oder zuschicken.
Der Kurs richtet sich an interessierte Menschen mit einem B2-Niveau (oder so ähnlich), die Lust haben sich weiter mit der deutschen Sprache zu beschäftigen und ihren Wortschatz zu erweitern.
Die Termine sind sporadisch.

On the 3rd February we will host the next iteration of our monthly Audio Developer Meetup where **Svein Berge** will be giving a talk on ambisonics and **Christoph Schied** will be showing [Stracker](https://bleep.toys/stracker/). See below! As always, there will be a chance to network over drinks and pizza. Anyone interested in Audio development is welcome! Doors open at 18:00, talks start at 18:15. Please note: Attendance is **strictly limited** to people who have RSVP'd Talk details: **The principles of ambisonics** \- Svein Berge More talk details to follow shortly Svein Berge has a master's degree in electronics and acoustics from NTNU in Norway and a Diplôme d’Etudes Approfondies in lasers and atomic physics from Université Paris 6. He has worked as a software developer in the telecoms industry since the 90s and as an individual developer in the field of ambisonics since about 2009, where he created the Harpex decoder and Spacemic ambisonic microphone array among other things. He has been based in Berlin since 2011, where he runs the company Harpex Audio GmbH. **Writing a modern tracker, how hard can it be?** \- Christoph Schied When I started Shield Tracker as a spare-time project in December 2023, I was frustrated by existing hardware and software sequencers. I kept wondering, how hard can it really be, and with little background in audio programming I decided to find out. The project escalated quickly, now sitting at over 45k handwritten lines of code, including a custom UI framework driven by a domain-specific-language, a built-in programmable fantasy CPU, various synth engines, effects, cross platform compatibility, and many more features. After a brief demonstration of the tracker I will talk about my techniques for achieving a high development speed and maintaining the momentum. With this talk I hope to inspire attendees to build things from scratch and go onto their own explorative coding journeys. Christoph Schied established himself as a live experimental electronic music performer in the Seattle underground music scene under the moniker "Herr Shield". In his live performances he uses a hybrid hardware setup with his custom-written tracker. He has over a decade of experience as a professional graphics researcher and developer.

## **Analoge Farbfotoentwicklung: Ein Einführungskurs in klassische Fotolabor-Techniken** Die analoge Farbfotoentwicklung bietet eine faszinierende Möglichkeit, Farbfotos auf klassische Weise zu entwickeln und zu vergrößern. Prozesse wie **C41**, **RA4** und **E6** gehören zu den bekanntesten Techniken in der Welt der analogen Fotografie. Doch wie relevant sind diese Verfahren heute noch, und wie lassen sie sich im fotografischen Alltag sinnvoll einsetzen? Ist es nicht einfacher, alles digital zu drucken und zu bearbeiten? Diese Fragen tauchen häufig auf, wenn sich Interessierte mit der analogen Farbfotoentwicklung beschäftigen. In unserem Kurs bieten wir eine praxisorientierte Einführung in die Grundlagen der **analogen Farbfotoentwicklung**. Wir zeigen auf, wie man im klassischen Farblabor arbeitet und welche Techniken dafür erforderlich sind. Dabei setzen die Teilnehmenden die Theorie direkt in der **Dunkelkammer** um und lernen das notwendige Handwerkszeug für die Arbeit mit analogen Farbfotos kennen. Der Kurs beginnt mit einer theoretischen Einführung in die Farbenlehre und den Grundlagen der **analogen Farbfotoentwicklung**. Die Teilnehmenden lernen, wie Farben in der Fotografie wirken und wie sie diese im Labor gezielt steuern können. Anschließend geben wir eine technische Einführung und teilen Tipps und Tricks für das sichere Arbeiten im Farblabor. Ein besonderer Fokus liegt darauf, wie man in völliger Dunkelheit – eine Voraussetzung in vielen Prozessen der analogen Fotografie – sicher und effektiv arbeitet. **Kursinhalte:** * **C41 Filmentwicklung**: Die Entwicklung von Farbnegativfilmen im C41-Prozess. * **Farbpositiventwicklung im RA4-Prozess**: Erlernen der Entwicklung von Farbdias im RA4-Verfahren. * **Grundlagen der Farbenlehre im Fotolabor**: Wie Farben im Labor gezielt beeinflusst werden können. * **Vergrößerungen in der Farbdunkelkammer**: Anfertigung von Vergrößerungen auf zwei verschiedenen Fotopapieren. * Am Ende des Kurses werden alle Teilnehmenden einen Farbfilm im **C41-Prozess** entwickelt und Vergrößerungen auf zwei unterschiedlichen Papieren anfertigen. Bitte bringt dazu einen bereits belichteten Farbfilm zum Kursstart mit. Die anfallenden Materialkosten für Fotopapiere werden im Kurs separat abgerechnet. Wir bieten auch einen Kurs für die Arbeit mit Schwarz-Weiß-Fotos in der Dunkelkammer an. Diesen findet ihr [hier](https://lette-akademie.de/kurse/dunkelkammer-workshop/). Bildungsurlaub: Dieser Kurs ist gemäß § 10 Absatz 1 Satz 3 Berliner Bildungszeitgesetz vom 05.07.2021 als Veranstaltung der beruflichen Weiterbildung anerkannt. ### Kursinformation Anmeldung: https://lette-akademie.de/kurse/analoge-farbfotoentwicklung/ Termine: Di., 03. Feb. 26, 09:30 – 14:00 Mi., 04. Feb. 26, 09:30 – 14:00 Do., 05. Feb. 26, 09:30 – 14:00 Fr., 06. Feb. 26, 09:30 – 14:00 Gebühr: 360 € / 24 Unterrichtsstunden Veranstaltungsort: Lette-Akademie Berlin gGmbH c/o Lette-Verein Viktoria-Luise-Platz 6 10777 Berlin Fragen zum Kurs? [info@lette-akademie.de](info@lette-akademie.de)

Hallo zusammen! In Rahmen PAKD Gallery Kurse bieten euch ein Zeichnen Kurs Wenn ihr Zeichnen liebt und eure Fähigkeiten weiterentwickeln möchtet, dann seid ihr hier genau richtig.In diesem Video erzähle ich euch von meinem Kurs für realistisches Zeichnen mit Bleistift – und wie er eure künstlerische Arbeit auf ein neues Level bringen kann. Hattest du schon immer das Gefühl, zeichnen zu können – dir fehlt aber die richtige Anleitung?In diesem Kurs lernst du realistisches Zeichnen mit Bleistift, einfach, verständlich und Schritt für Schritt. In dieser Kurs werden wir lernen Die Realistisches Zeichnen. • Korrekte Perspektive, • Licht und Schatten. • Materialdarstellung wie Glas, Keramik, Stoff, Metall Der Kurs ist perfekt für Anfänger und für alle, die ihre Fähigkeiten verbessern möchten. Wenn dieses Video eure Leidenschaft für das Zeichnen mit Bleistift geweckt hat,dann schickt mir einfach eine E-Mail –und lasst uns gemeinsam eure Reise in die Welt des realistischen Zeichnens mit Bleistift beginnen.Kleiner Kurs, große Wirkung. Nur 12 Teilnehmerinnen! Anmeldung: [kifan@pakd-gallery.com](mailto:kifan@pakd-gallery.com) Sichere dir deinen Platz, bevor alles ausgebucht ist. Dienstag 18:30 - 21:30 Uhr. 25€ für eine einzelne 3- stündige Einheit 200€ für ein 10er-Paket, flexibles einlösbar.

**The Vibe Coding Collective is a global community** helping anyone turn ideas into working software with AI. We host **relaxed social coding jams** and other vibe coding events in bars, cafés, and maker spaces. We started in London and have now launched events in Berlin 🇩🇪, New York 🇺🇸, Edinburgh 🇬🇧, Osaka 🇯🇵, Amsterdam 🇳🇱, and Lisbon 🇵🇹. **Details 🚀** This meetup is a **social coding jam** where we use AI to quickly turn fun ideas into functional prototypes. Whether you’re an experienced developer or have never written a line of code, you’ll fit right in. You can use any AI tools you like: **Google AI Studio, ChatGPT, Claude, Cursor, Replit**, whatever! And see what you can build together before the last orders 🍻 👉 Join our global Discord chat! [https://discord.gg/5R9YwvEr](https://discord.gg/5R9YwvEr) **Format 🛠️** After an opening presentation, we’ll be teaming up in small groups (2–3 people). Everyone gets the same open-ended challenge (or a choice between two), and then it’s heads-down building with your teammates. The goal is to **vibe, learn from each other, and see where the collaboration takes us.** **New to vibe coding? ✨** No worries! We begin with a simple starter guide with example prompts and tips so even total beginners can dive in without stress. *** **Schedule 🕒** *(Doors open early so we can settle in — aim to arrive by 6:50 PM so we can kick off on time)* * **7:00** – Presentation 🎤 * **7:15** – Assignment + team formation 🤝 * **7:15** – **Round 1:** Build together 💻 * **8:00** – Break (grab a drink, swap ideas, hang out) 🍺 * **8:20** – **Round 2:** Keep building 🏗️ * **8:50** – Optional demos 📺 * **9:10** – Hang out, network, make friends ✌️ *** **Who is it for?** **Anyone!** Curious coders, tinkerers, designers, artists, entrepreneurs, and anyone who wants to explore AI-powered creativity in a fun, social pub setting. **What to bring:** * **Laptop!** 💻 * **Vibes** ⚡ **Location 📍** **An einem Sonntag im August** Kastanienallee 103, 10435 Berlin, Germany 👉 **No pressure, no gatekeeping.** Just good people, fun ideas, and some fast-paced collaborative building.

**⭐ NEW LOCATION! ⭐ PLEASE ARRIVE BEFORE 8PM! ⭐** The Creative Code Stammtisch is a casual show-and-tell for artists, makers, designers, coders, performers, learners and anyone interested in the use of computing skills for artistic expression. The event is free and open to all, regardless of age, origin, gender or experience. Beginners and first-timers should feel especially welcome! You don't have to be a coder yourself 😃 HOW TO FIND US? Find Prachtsaal Studio by crossing the courtyard next to Cafe Augusta on Jonasstr. 22, 12053 Berlin. **NOTE: NEW LOCATION!** WHAT SHOULD I EXPECT? We start with quick introductions, then open the floor to anyone who wants to present something. There are usually around six 10-minute slots available, plus time for questions from the audience. First-timers are encouraged to share their work. Topics range from net art to computational design and interactive installations all the way to wearable electronics or generative poetry. If you’re wondering whether your own project might fit, take a look at the [Stammtisch archive](https://creativecodeberlin.github.io/Stammtisch/) to see what others have shared in the past. This event is *not* just for coders! New-media artists and anyone working with technology in their art are very welcome to share. If you enjoy art and/or technology, you’ll likely have a great time, and maybe even learn something new! BEGINNERS WELCOME! If you’re new to creative coding, you can find beginner-friendly resources at [creativecode.berlin/learn](https://creativecode.berlin/learn). THIS IS YOUR SPACE We do our best to create a welcoming environment for all people regardless of race, ethnicity, color, religion, gender identity, sexual orientation, national origin, age, disability, or genetics. People from group generally underrepresented in open-source, art, and technology fields are warmly encouraged to come by. And if you know someone who might enjoy this meetup but isn’t sure it’s for them, let them know they’ll be welcome! SAFE SPACE POLICY We support the Berlin Code of Conduct: [berlincodeofconduct.org](http://berlincodeofconduct.org/) Please read and make sure you agree with its content. ACCESSIBILITY Prachtsaal Studio is located on an easy to access ground floor. We're very sorry to say that the bathrooms are not wheelchair accessible yet. DO I NEED TO SPEAK GERMAN? We speak mostly English so international guests are more than welcome! Our team also speaks French, Italian, Spanish, Dutch, Finnish and German... though language availability may vary depending on which organizers are present :) CONTACT Raphaël de Courville team@creativecode.berlin +49 (0) 176 70070572 or get in touch via [creativecode.berlin](https://creativecode.berlin/) *** The featured artwork of the month is by aBe. We'd love to feature your work on the cover for the next Stammtisch! Please send an image at team@creativecode.berlin

(English below) \>\> der Event findet statt\, wenn sich bis 18:00 mindestens 4 Personen angemeldet haben\, sonst nicht << Worum es geht: "Kann ein Walfisch ein Wellensittich sein?" \~> Natürlich nicht, denn Säugetiere sind niemals Vögel. "Kann ein Fenster ein Getränk sein?" \~> Jeder weis, das ist unmöglich, denn Festkörper sind keine Flüssigkeiten. ABER: "Kann eine Demokratie eine Republik sein?" "Kann eine Vermutung eine Meinung sein?" "Ist etwas zu begreifen das Selbe wie etwas zu verstehen?" \~> Tja, jetzt wird's schwierig! Und es wird spannend... Nichts regt dermaßen zum nachdenken an wie dieses neue Gesellschaftsspiel. Die Spielregeln: 1. Jeder schreibt einen Begriff auf einen Zettel. 2. Die Zettel werden paarweise gezogen. 3. Per Beamer werfen wir die Bedeutung der zwei Wörter an die Wand. 4. jeder kann per Laptop (zur Not auch per Smartphone) die Bedeutung ergänzen / editieren, muss dafür ggf. Beispiele angeben warum etwas gleich sein können soll, oder nie gleich sein kann. 5. nach einer Zeit fällt niemandem mehr etwas ein. Unterschiede und Gemeinsamkeiten zwischen den beiden Begrifflichkeiten sind deutlich herausgearbeitet. Dann wird der Punktestand gezählt: (+1) Jeder verbliebene neue Beitrag in der Bedeutung ergibt einen Pluspunkt (-2) aber jeder wieder gelöschte neue Beitrag gibt zwei Minuspunkte. (+5) jede Verbesserung der bisherigen Bedeutung in Reclue ergibt plus 5 Pluspunkte Die Auffassungen aller Mitspieler werden viel klarer, erst recht wenn man häufig mitspielt. Ziel des Spiels ist nicht, dass irgendwer am meisten Punkte sammelt, sondern, dass alle zusammen überhaupt auf mehr als 50 Punkte kommen. Das Spiel funktioniert auch mehrsprachig. Man kann auch von Zuhause aus online mitmachen. Den Zugang können wir dann über die Kommentare hier organisieren. Bring deinen Laptop mit, dann wird es einfacher... Warum macht das Spiel klug? Schach trainiert das Konzentrationsvermögen. Aber es hat mit der Wirklichkeit nichts zu tun. Dieses Spiel hingegen schon, denn genau mitdenken zu können setzt voraus genau zu unterscheiden. Andernfalls assoziiert man das eine sprunghaft mit irgendetwas anderem. Aber ob die Assoziationskette notwendiger Weise der Fall ist, ist nicht klar - und andere Aspekte sind vll. viel wichtiger. Und dann irrt man in wirren Assoziationen, entscheidet wenig optimal, verliert Zeit, usw. Mit der Übung über dieses Spiel nicht mehr! Wer die Bedeutung der Wörter sauber ausdifferenziert wird immer klüger. \*\*\* english version \*\*\* "Can a whale be a parakeet?" \~> Of course not! "Can a window be a drink?" \~> Everyone knows that's impossible. "Can a democracy be a republic?" "Can a conjecture be an opinion?" "Is grasping something the same as understanding something?" \~> Well, now it gets tricky! And it gets exciting... Nothing stimulates thought quite like this new party game. The rules: 1. Everyone writes a term on a slip of paper. 2. The slips of paper are drawn in pairs. 3. We project the meaning of the two words onto the wall using a projector. 4. Everyone can add to/edit the meaning using a laptop or smartphone, and must provide examples of why something could be the same, or could never be the same. 5. After a while, no one can think of anything else. The differences and similarities between the two words are clearly highlighted. Then the score is tallied: (+1) Each new entry adding meaning earns one point. (-2) However, each deleted entry deducts two points. (+5) Each improvement on the existing meaning in Reclue earns five points. The understanding of all players becomes much clearer, especially with frequent play. The goal for the entire group is to reach at minimum 50 points. The game also works in multiple languages. You may join us from home using the internet. Comments in meetup-app will be used to organize that it works. The location (somewhere in Prenzlauer Berg) will be published the day when it takes place.

📅 **Week 3 Focus: Training Your Own Deep Learning Model** Each 7-week cycle focuses on a small, well-defined part of a larger system—and over time, these cycles build toward a complete, real-world project Feel free to join at any week and we will catch you up. There is no need to be at the beginning of the cohort to build. Complete beginners welcomed! 📌 By the End of a Full Cycle, You should Have 🎯 A working project in your own GitHub repo 🎯 A small but real portfolio piece you can demo or write about 🧠 **Current Project** This cycle’s shared project is an **image-based knowledge extraction system**. In Week 2, we explored classical computer vision with OpenCV and introduced the full data labeling workflow needed for deep learning models. In **Week 3**, we’ll make the jump into modern deep learning with **YOLO**: * Quick recap of OpenCV techniques and how they compare to deep learning approaches * Intuition-first overview of how YOLO works (what it predicts, how training actually happens) * How labeled datasets are used to train object detection models * Walkthrough of training YOLO on your own project data \*\*\* **👋 Who Is This For?** 🔹 Beginners who learn best by doing — no prior experience needed 🔹 Career switchers from product, engineering, design, marketing, or other fields who want to break into data 🔹 Analysts, engineers, and PMs looking to sharpen their skills or build real-world projects 🔹 Data professionals who want a creative playground outside of work 🔹 Anyone with big questions and a love for learning through experimentation \*\*\* **BUILD. LEARN. EXPERIMENT. OVER COFFEE.** Come hang out, meet like-minded people, and work on something fun. 📍 Based in Berlin – in-person meetups only (for now!) 💻 Laptops + ☕ highly encouraged Join our Discord → [https://discord.gg/dPnmzcCP8w](https://discord.gg/dPnmzcCP8w) Check out our program resources: [Google Drive](https://drive.google.com/drive/folders/15DmZqD4bLBk2vU4zpvh1HiB3_5n09v-q?usp=sharing) \*\*\* ✨ Who’s Hosting? I’m Lindsey, a senior data scientist working on AI, causal inference, and data products. I’ve built models for fraud detection, uplift modeling, and LLM-based systems. I am always open to suggestion for different format for this meetup.

Hello All! L will be out of town, so Ruth Sergel\* will be leading this month's open studio. We will focus on using Isadora to create interactive documentary projects including strategies for seamless public participation, story building through scenes and using Isadora to create audience experiences that are transformative. No prior experience with Isadora is necessary but please bring pictures/video/audio that you'd like to use as a base for your project and we will launch from there. If you are new to Isadora, we provide a free Isadora 7-Day license to jump start your work. All are welcome! **Isadora** is a software created by and for artists to use interactivity in performance, installations and more. Learn about Isadora [here](https://troikatronix.com/isadora/). **Ruth Sergel** has exhibited at the Museum of Modern Art (NYC), Boston Museum of Fine Art, Corcoran Gallery of Art, National Museum of Women in the Arts, New-York Historical Society, Anthology Film Archives, 3LD Art & Technology Center, and Künstlerhaus Bethanien (Berlin). Her work is in the permanent collection of Universität Hamburg. Her projects have been supported by the New York State Council on the Arts, Jerome Foundation, Lower Manhattan Cultural Council and the 21st Century ILGWU Heritage Fund. Ruth was resident researcher in video at New York University where she received her masters degree and a fellow in Public Humanities at Brown University. In 2011, Ruth was honored to be included in the Community Leaders Briefing Series at the Obama White House. Her first book, See You in the Streets! Art, Action and Remembering the Triangle Shirtwaist Factory Fire, won a 2017 American Book Award.

Salut les amis, Nous vous invitons pour notre prochaine discussion **le mercredi à 19h00**, **au Dussmann KulturCafé**, au 2e étage de Dussmann das KulturKaufhaus Berlin, Friedrichstraße 90, 10117 Berlin. Nous espérons voir de nombreux nouveaux visages et avoir une discussion animée et inspirante ! 😊 ✨ **Au programme ?** Des échanges captivants sur des sujets de **philosophie** et de **société** qui nous intriguent et nous passionnent. Une belle occasion de partager nos idées, découvrir d’autres points de vue et apprendre ensemble dans une ambiance conviviale. 🇫🇷 **Niveau de français** : Idéalement, il vous permet de participer à une discussion intellectuelle sans trop de difficultés ! 📍 **Lieu** : Wittenbergpl. 3a, 10789 Berlin, Germany. À bientôt, Yaroslava

Wissen verändert die Welt. Mach Mit! Du hast Wikipedia in der Schule, der Uni oder woanders genutzt und dich schon immer gefragt, wie die Artikel entstehen – und möchtest tiefer einsteigen? Dann aufgepasst: **Jugend editiert** richtet sich speziell an junge Leute bis 25. Wir treffen uns immer am **1\. Donnerstag** im Monat. Zusammen erleichtern wir Neulingen den Einstieg in die Wikipedia und tauschen uns aus. Erfahre die vielfältigen Möglichkeiten, wie du deine eigenen Interessen einbringen kannst, so dass auch die Gesellschaft davon profitieren kann. Für eine Betreuung von minderjährigen Teilnehmenden wird durch Wikimedia Deutschland gesorgt, es gelten die [Hausordnung des WikiBär](https://de.wikipedia.org/wiki/Wikipedia:WikiB%C3%A4r/Hausordnung) und die Regeln des Jugendschutzgesetzes. 🕖 Termine: immer am 1. Donnerstag im Monat ab 18.00 Uhr ℹ️ Aktuelle Termine: [https://w.wiki/tv](https://w.wiki/tv) Die Teilnahme ist kostenfrei, vor Ort können Leihrechner zur Verfügung gestellt werden. Minderjährige ohne Begleitperson melden sich bitte über die E-Mail-Adresse an, damit ihr eine Einverständniserklärung für Erziehungsberechtigte erhaltet und ausgefüllt mitbringen könnt: [community@wikimedia.de](mailto:community@wikimedia.de) P. S.: Auch wenn die Teilnahmezahlen hier niedrig erscheinen – wir bewerben das Event noch auf anderen Plattformen. Foto: Freddy2001, [CC BY-SA 3.0](https://creativecommons.org/licenses/by-sa/4.0), via Wikimedia Commons

**From Projects to Products: Why Data Products Are Still Hard** A Data Products Book Launch & Practitioner Panel **About the event** This meetup marks the release of **Amy Raygada’s new book on Data Products** and explores why, despite years of discussion, data products are still hard to implement in practice. Data products are not a new concept. For years, organisations have talked about treating data as a product — with clear ownership, well-defined interfaces, and measurable business value. And yet, many teams continue to struggle with fragmented dashboards, inconsistent metrics, and slow, reactive delivery. So why is this still so difficult? In this meetup, we’ll unpack why data products remain hard in practice — not because teams lack tools or frameworks, but because meaning, ownership, and operating models are often misunderstood or only partially implemented. Through in-depth practitioner talks and discussion, we’ll explore: * Why data initiatives often slip back into project mode * Where ownership breaks down across domains and platforms * How weak semantics and unclear definitions erode trust * What changes when data products are treated as long-lived products rather than delivery artefacts * Why AI and advanced analytics amplify these challenges instead of solving them The conversation is grounded in real delivery experience across engineering, architecture, and data strategy. It also features insights from Amy Raygada’s newly released book, which captures lessons learned from years of hands-on work helping organisations move from intent to execution. Expect practical perspectives, honest trade-offs, and an open discussion — not hype, not vendor pitches, and no one-size-fits-all answers. **About the speakers** **Amy Raygada** Principal Data & AI Strategist at Thoughtworks \| Author Amy Raygada is a Principal Data & AI Strategist at Thoughtworks, with over a decade of experience helping organisations design and govern data products that deliver real business impact. Her work spans data product strategy, governance, operating models, and AI readiness, with a strong focus on aligning technical capabilities with decision-making. This meetup marks the release of her new book on Data Products, bringing together lessons from years of real-world delivery across industries. **Kiran Prakash** Director, Data & AI at Thoughtworks Kiran Prakash is a Director in the Data & AI service line at Thoughtworks, working with organisations to design and scale data-driven systems. In his talk *“What We Talk About When We Talk About Data Products,”* Kiran presents a practical approach to designing, implementing, and governing data products. Drawing on real-world experience, he clarifies what data products are — and what they are not — and explores how teams can work backwards from use cases, apply adaptable implementation patterns, and use governance mechanisms such as fitness functions to keep data products aligned over time. **Carsten Fritsch** Principal Data Engineer at Thoughtworks Carsten Fritsch is a Principal Data Engineer at Thoughtworks in Berlin, with deep experience in data engineering, analytics architecture, and data modelling at scale. His work focuses on semantic layers, shared metrics, and the practical challenges of operationalising meaning across organisations. Carsten brings a grounded perspective on why semantics are foundational to trustworthy data products — especially as organisations move toward AI-driven use cases. **Format** * Each speaker will deliver a **25–30 minute talk**, followed by **Q&A** * Final **panel discussion** with all speakers * Open audience Q&A * Informal networking and book signing \-\-\-\-\-\- **Code of Conduct** We adhere to the [Berlin Code of Conduct](https://berlincodeofconduct.org/) to ensure a welcoming and respectful environment for all participants. The event space operates under largely compatible [Thoughtworks Meetups & Events CoC](https://www.thoughtworks.com/en-de/about-us/events/code-of-conduct-germany). **Accessibility** The Location is accessible for wheelchair users. This includes the entrance (no steps to get into the location), toilets and the stage.

Come out to Improving for our monthly iOS and Mac meetings. This Month's Presentation: Nothing yet. (You should volunteer). What is Cocoaheads (http://cocoaheads.org/)? CocoaHeads is a group devoted to discussion of Apple Computer's Cocoa Framework for programming on MacOS X and iOS (including the iPhone, iPad and Apple Watch). During monthly meetings, members present on their projects and offer tutorials on various programming topics. What is BuckeyeCocoa (http://buckeyecocoa.org/)? BuckeyeCocoa is a group of Objective-C/Swift developers/enthusiasts. We host monthly Cocoaheads and near-weekly NSCoder meetings in Columbus, Ohio. The meetings are free to attend. Presentations! Presenters welcome! We are always in need of people willing to present material. Any Swift and/or Objective-C related topic is welcome. Times can be 5 minutes (i.e. lightning talks) to a maximum of 2 hours. Interested? Contact info is on the BuckeyeCocoa website. To volunteer for a presentation contact us at @BuckeyeCocoa on Twitter. Follow us on Twitter! @BuckeyeCocoa (https://twitter.com/#!/Buckeyecocoa/) For more information: http://buckeyecocoa.org/

Communication is everything in life! Attend this free lecture about how to be a better communicator. 📍 1266 Dublin Road, Columbus, OH 43215 You are only as successful as your ability to communicate. \- What if you could confidently talk to anyone? \- What if you had the ability to calmly control every conversation? \- What if you could close that sale\, ask for that date\, make new friends\, repair problematic relationships\, get that raise\, or effortlessly express any idea with confidence? You can! The secret to success relies on your ability or inability to effectively communicate. Attend a free seminar and gain a better ability to communicate. Hosted by the Church of Scientology of Central Ohio For more information, contact Rhiannon, the Event Host at 614-221-5024

Join members of the local UX and Digital Design community for a casual monthly breakfast. There _might_ be a little snow, but there _will_ be effectively infinite serve-yourself coffee, so it evens out if you ask me. Just a reminder, while the other locations are great too, we’re at the Lane Ave one this time.

**How to take control of your subconscious and harness its power!** Join us for an eye-opening lecture where the speaker will break down complex ideas in a clear and practical way. You’ll gain insights into: ✅ The true definition of the subconscious ✅ How it generates unwanted emotions ✅ Its real purpose and function ✅ What determines the pressure it exerts on you And the most important topic: **How do you take control of your subconscious!** But this isn’t just another lecture where you sit and listen passively. It’s interactive and engaging—you can ask questions at any time. 📅 Reserve your spot now! Seats are limited, so don’t wait too long to sign up. Location: 1266 Dublin Rd, Columbus, OH 43215 Hosted by the Hubbard Dianetics Foundation

### Tools in your AI's Toolbox : An introduction to MCP Servers The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way? This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents. Join this session for a developer-focused introduction where you will learn how to: Understand the core concepts of the open-source Model Context Protocol and its architecture. Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases. Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI. Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem. Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does. Want to be a speaker? submit your talk to our Call for Presenters!!! [https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)

This is a FREE, in-person workshop about mastering the science of reading people and predicting their behavior. **Stop guessing and start LEADING.** Join us for a FREE and highly interactive seminar, where you will learn to use the Emotional Tone Scale to read people, predict behavior and handle any objection with ease. The edge you'll gain: * ****Read People**:** Instantly decode human behavior. * * **Predict Actions:** Know their next move before they make it. * * **Influence Others:** Master the tools to win in work and life. * * **Build Trust:** Know exactly who to trust and how to handle them. * Attend this workshop and start developing the mindset of success! **Seats are limited. Reserve your spot today!** Hosted by: Church of Scientology of Central Ohio 1266 Dublin Rd, Columbus, OH 43215

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!