Data Visualization

Der Fehler beginnt nicht beim Schreiben der Anforderungen, sondern schon beim Zuhören. Während dein Stakeholder spricht, füllt dein Gehirn Lücken mit eigenen Annahmen. Du filterst und verfälschst Daten, bevor sie im Backlog landen. Wir stoppen die mentale Autokorrektur. Wir behandeln die Worte deines Gegenübers wie eine schreibgeschützte Datei. Wer die Begriffe des Kunden durch eigene "Übersetzungen" ersetzt, baut technischen Schuldenberg auf, bevor der erste Sprint startet. **Clean Language** ist kein "Soft-Skill-Kuscheln", sondern ein präziser Abfrage-Algorithmus. Du lernst, deine Rolle als "interpretierender Experte" abzulegen und stattdessen die logische Struktur des Kunden zu extrahieren. **Das nimmst du mit** * Exquisites Zuhören: Du lernst, den Fokus zu 100% beim Gegenüber zu halten - ohne internen Filter. * 3 Basis-Fragen für saubere Daten: Wir üben die Syntax, mit der du Anforderungen erhebst, ohne sie zu kontaminieren (z.B. "Und was für eine Art von X ist dieses X?"). * Metaphern-Isolierung: Du erkennst vage Begriffe ("schnell", "sicher", "intuitiv") und lernst, deren spezifische Bedeutung für den Kunden freizulegen. **Der ​Trade-off** Du verlierst die Bequemlichkeit der schnellen Interpretation, gewinnst aber absolute Klarheit darüber, was wirklich gebaut werden muss. **Der Speaker** [Tobias Brennecke](https://www.linkedin.com/in/tobias-brennecke/) ist IT-Experte und Coach aus Dortmund, der mit der Methode Clean Language Kommunikationsblockaden in IT-Projekten löst. Mit 15 Jahren IT-Praxis hilft er Teams, klarer zu kommunizieren und Missverständnisse zwischen IT und Business zu überwinden. **Die Agenda** 🤗 17:30 Opening doors 🎤 Workshop mit Tobias 🥙 Anschliessend Networking 💰 Kostenlos **Die Sponsoren** 🏢 Location: [Gerstbach](https://gerstbach.at/) 🍽️ Catering: [FBC](https://fb-c.at/) **🎤 Call for Speakers & Sponsoren!** Und wenn du selbst etwas erzählen willst oder eine Idee für einen Talk hast, dann melde dich einfach. Auch suchen wir nicht nur Sprecher, sondern neue Lokationen zum Vortragen. 👉 **RSVP now!** Die Plätze sind begrenzt, also melde dich bitte an. Wie immer freuen wir uns sehr auf dich!

**Next Node\.js Vienna Meetup → May the 4th\, 2026 \| 18:00 @ LEAN‑CODERS Office \(1030 Wien\)** Two sharp talks. Real-world use cases. 🎤 **Edouard Maleix** — *How AI-First Dev Teams Build Collective Intelligence — One Attributed Mistake at a Time* 🎤 **Stefan Rath** — *CI/CD Excellence - Deploying Node.js Apps with European Cloud Independence* 🎤 **Christoph Walcher** — *The Hands-Off Maintainer: Seamless npm Releases with OIDC & Release Please* Whether you're deep in production or just Node-curious — you'll leave smarter (and probably full, too). 👉 RSVP now on Meetup 📍 Location: Hainburgerstraße 33, 1030 Wien 🍻 Drinks & snacks included **Want to speak, sponsor, or support?** Ping us at hello@lean-coders.at And yes — join our Discord to stay ahead of the curve.

Hello Viennovans! Pickwick's is getting quizzical every monday night! You have a chance to win a round of shots, a 40€ bar tab and/or eternal bragging rights 😉 Teams of up to 6 people, reserve your spot today! Start time is 7! FREE SHOT FOR EVERYONE COMING FROM VIENNOVA!

Get ready for an epic night of board games at the SpielBar! 🌟 We're hosting a monthly Meetup where you can dive into a world of fun, strategy, and laughter. From easy-going games for beginners to thrilling challenges for the pros, we have something for everyone. Don't worry about the rules; I'll be there to walk you through every step, ensuring a smooth and enjoyable experience for all. The SpielBar offers a fantastic selection of games, so you're in for a treat! RSVP now to secure your spot, and join us for an evening full of board games, and fun. 🎲🎉🏳️‍🌈 **How does it work?** We meet at 6:30 pm. Once we're gathered, we'll choose the games we want to play. If we're more than 6 people, we'll split up and play different games simultaneously. You can, of course, bring a board game with you and suggest it! We will finish the event by bringing everyone together again for a casual get-together.

### **Salsa Grundkurs – Dein Einstieg ins Tanzen** In unserem Salsa Kurs lernst du die Basics von Salsa kennen: Schritte, Drehungen und erste Figurenkombinationen. Unser Grundkurs ist perfekt für Anfänger und legt die Basis für Deine Salsa-Reise. Mit Spaß und Leidenschaft bringen wir Dir die Rhythmen und Bewegungen bei. Starte jetzt und entdecke die Welt des Salsa-Tanzens! Ein Schnupperstunde kostet 15€ Saludos Latin Studio Julion :)

Argentine tango has nothing to do with the tango you've seen on TV. No dramatic dips. No fixed choreography to memorise. No performance. Real tango is a conversation. Two people, close together, listening to each other through embrace, weight and breath. The leader proposes. The follower responds. The dance emerges from that - improvised, alive, completely in the present moment. It is one of the most direct ways I know to practice both body and mind. In this introductory evening, you'll learn the basic structure of the embrace and a few simple steps. More importantly, you'll begin to feel what tango is actually about: connection. To your own body first, then to another person. You don't need a partner. You don't need dance experience. You need comfortable shoes with a smooth sole and an open mind. I've been dancing tango for years, and I come to it from the same place I come to everything else I teach: the body knows things the mind doesn't. Tango is one of the ways we learn to trust that. Partners are rotated during class so you practice with everyone. If you want to connect, join our WhatsApp Community: https://chat.whatsapp.com/GBNrqkP0AUD4O4XCydmhgM?mode=gi_t Teachers and organisers Sara & Nemanja are competitive dancers and teachers who discovered their love for tango and now want to share it! Students under 28 receive a discount. Contacnt us for any questions! :)

\# MICROSOFT FABRIC USER GROUP AUSTRIA **Achtes Meetup \| 07\. Mai 2026 \| ab 18:00 Uhr \(vor Ort\)** 📍 Cloudflight GmbH ([Walcherstraße 1A/Stiege 3, 3. Stock, 1020 Wien](https://www.google.com/maps/place//data=!4m2!3m1!1s0x476da818996cbc03:0x1982d7cc1b9d2c4c?sa=X&ved=1t:8290&ictx=111)) 🍴 Snacks & Drinks 🖥️ Nur Vorort (kein Online) 💬 Session: Englisch Wir freuen uns, euch zum achten **Meetup** der **Microsoft Fabric User Group Austria** einzuladen. Unsere Community trifft sich **monatlich** und rotiert dabei zwischen **Wien, Graz** und **Linz**. Diesmal sind wir bei **Cloudflight** in **Wien** rein Vorort zu Gast. **AGENDA** **18:00** – Ankommen · Leute kennenlernen · Snacks & Drinks genießen **18:45** – Begrüßung · Update: *What's New* **19:00** – *Weaving CI/CD into Fabric: Implementing CI/CD Best Practices with fabric-cicd* \| **[Stefan Mikic](https://www.linkedin.com/in/stefan-mikic-1a76361a3/),** Cloudflight (englisch) **20:00** – Offene Runde · Fragen, Austausch & gemütlicher Ausklang **ABSTRACT** *Weaving CI/CD into Fabric: Implementing CI/CD Best Practices with fabric-cicd* - **Stefan Mikic** Every great fabric starts with the right threads but what happens when your Microsoft Fabric workflows are held together by manual Git actions, slow deployments, and the occasional human error? Things start to unravel. In this session, learn to stitch together a solution using the Python Library fabric-ci-cd, weaving CI/CD best practices across DEV, TEST, and PROD workspaces, with version control, automated pipelines, and complete isolation of PROD. Come see it in action, and leave with the patterns you need to weave CI/CD into your own Fabric! 🧵🪡

(Deutsch unten.) Sunday's portrait sessions start at 3 PM. Everyone is welcome to join our Open Sessions, just bring pencil, paper and any other utensils you may need. (Easels & Boards are available in the atelier). One pose will be maintained for the whole session, so that it is also possible to paint in watercolor, oil, etc. For the breaks we will offer some drinks and snacks. Free snacks and non-alcoholic drinks are available. Registration through this Meetup is suggested but not required. You can pay the 12 Euros fees in cash upon arrival. For more information, feel free to send email at info@viennaatelier.com Looking forward to see you soon! ============================= Die Porträtsitzungen am Sonntag beginnen um 15 Uhr. Bringe Bleistift, Papier und andere Materialen selbst mit, Staffeleien & Bretter gibt es im Atelier. Die gleiche Pose wird, unterbrochen von kleinen Pausen, über den gesamten Zeitraum beibehalten, daher ist es auch gut möglich mit Aquarell, Öl, usw. zu malen. Kostenlose Snacks und alkoholfreie Getränke stehen zur Verfügung. Eine Anmeldung über dieses Meetup wird empfohlen, ist aber nicht erforderlich. Sie können die 12 Euro Gebühr beim Ankommen in bar bezahlen. Für weitere Informationen senden Sie bitte eine E-Mail an info@viennaatelier.com

Do you want to learn how to master Agentic BI Workflows in Power BI? Then join our hybrid Session remote or on site in Kirchheim in our office. This session is for Data Analyst and BI Engineers of all levels: * Setup MCP Server with Claude and VS-Code * Plan tasks and manage the Agentic BI Workflows * Check Compliance with ABIS set golden Rules * Heal Compliance and talk with your data * Ensure Data quality and security GDPR MCP Server is a powerfull add on to Power BI Development. It enables Agents in Claude to support you in planning and developing Semantic Models 11x faster and with 25% of automation. Hope to see you on the hackathon :)

Dear artists, This time we will draw Ivo again! See you all there! :)

Join me at for a photo walk through Döbling! :) We will start at Karl-Marx-Hof and continue throught Setagaya park and Zacherlfabrik to Türkenschanzpark. After our walk everyone is welcome to join for a drink at a nearby cafe. The event is free, but limited to 10 people as it is meant as an opportunity to connect. It is appropriate for all reagardless of age/skill/gear.

**Walk & Talk** Willst du auch mehr Bewegung in dein Leben bringen? Und dich dabei noch gut unterhalten, so dass die Zeit verfliegt? Dann bist du hier genau richtig, denn mir geht es genauso. Alleine ist langweilig und die Zeit vergeht nicht, daher hab ich mir Walk & Talk überlegt. Inspiriert wurde ich durch die Walk & Talk Gruppe in Hamburg, wo ich mehrere Male dabei war als ich in Hamburg lebte. Unterschiedliche Menschen treffen sich einmal in der Woche für einen flotten Spaziergang und unterhalten sich dabei. Ich liebe es neue Menschen kennenzulernen und auch bekannte Gesichter wiederzusehen, dann geh ich ganz nebenbei und das macht auch noch Spaß.😊 **Walk:** Wir brauchen einfach regelmäßige Bewegung und ich weiß selbst, wie schwierig es ist, diese in den Alltag zu integrieren. Deshalb ist dieser Walk genau richtig. Nach diesem Spaziergang fühlst du dich einfach wohl, fit und entspannt. **Talk:** Das Reden kommt ganz von selbst beim Gehen. Du kannst über alles reden, egal, ob privates oder berufliches, alles was sich ergibt ist willkommen. Und wenn du keinen Bock aufs Reden hast, dann gehst du alleine, auch das ist völlig in Ordnung. **Wie das ganze abläuft:** * Die Teilnahme ist völlig kostenlos. * Wo: U6 Spittelau (im Freien), Richtung Donaukanal, Ausgang Josef-Holaubek-Platz, direkt vor dem Fernwärme-Turm (https://maps.app.goo.gl/XwAayz4FQe2EW8WK9) Wenn du mit der U4 kommst, geh bitte zum Hauptgebäude, wo die Züge und die U6 fahren. * Wann: Wir treffen uns dienstags um 13 Uhr, egal, ob bei Regen, Sturm und Kälte oder bestem Sonnenschein – Walk & Talk findet nahezu JEDE Woche statt außer ich bin mal im Urlaub. * Wir starten pünktlich und beginnen mit einer kurzen Vorstellungsrunde. * Wie gehen am Donaukanal entlang von Höhe Spittelau bis zum Schwedenplatz und zurück. * Ca. 7 Kilometer sind wir unterwegs und unterhalten uns dabei mit interessanten Menschen. Dabei kannst du neue Bekanntschaften schließen, dich inspirieren lassen, von Projekten erzählen oder einfach nur smalltalken und die frische Luft genießen. Alles ist erlaubt. * Nach ca. 1,75 Stunden sind wir wieder am Ausgangspunkt zurück. * Bei einer Teilnahme von über 5 Personen gehen wir in Paaren und wechseln diese alle 10 Min. Wenn du aber lieber alleine gehst, ist das auch vollkommen in Ordnung. * Für alle, die einfach mal etwas Neues ausprobieren wollen. **Bist du bereit?** Dann komm mit! **Start bei U6 Spittelau Ausgang Donaukanal** Nochmal: um **PUNKT 13.00 Uhr dort sein**, denn **nach kurzen Vorstellungsrunde gehen wir gleich los. Sei pünktlich, denn die Gruppe wartet nicht.** Du musst nichts vorbereiten oder dich gar anmelden, komm einfach vorbei. Ausreden gibt es nicht. Geh mit und freu dich auf eine tolle neue Erfahrung. **Wer macht es?** Ich bin Marie Meyer-Marktl und Ideengeberin, Host und Organisatorin von Walk & Talk. Ich unterstütze seit 2019 Menschen dabei Freude ins Arbeitsleben zu bekommen und bin Business und Life Coachin. „Strahle, wenn du an deine Arbeit denkst“, ist meine Vision für jedermann und jedefrau. Privat merkte ich, dass ich endlich wieder mehr Bewegung brauche – und das klappt am besten gemeinsam mit anderen Menschen. Sei dabei bei Walk & Talk und bring Bewegung in dein Leben. **Do you speak English? Then welcome to Walk & Talk!** This event is suited for all people who like to connect to other people and like to walk. The beauty of this regular event is that you are in the nature and you walk around 7 kilometers. In the meantime, if you feel for it, you talk, if not, you just walk. You do something for your health, get to know new people and you will feel much better. It’s FREE, all you need to do is to show up this Tuesday at no later than 1 pm at the U6 Spittelau exit to Donaukanal.

Please read everything! Check this event again on the day (weather updates, last‑minute changes, etc.). And please be polite: cancel your RSVP if you cannot attend. _______________________________________________________ This is NOT a guided tour. I am going to have a look at the new exhibition! **Buy your ticket incl. timeslot (7pm) beforehand online!** Owners of the annual card or the bundesmuseencard: you will need to book a timeslot too. You ll find the number of your card in the email from your purchase of the annual card. [Link to book the ticket & timeslot.](https://shop.khm.at/en/tickets/canaletto-bellotto-200000000008445-T429-01) Tip: I added the audio guide for 5€ to my order. About the exhibition: "The famous city views of Giovanni Antonio Canal (better known as Canaletto) and his nephew Bernardo Bellotto (who often called himself Canaletto as well, to emphasize his connection to his celebrated uncle) take centre stage in the upcoming exhibition at the Kunsthistorisches Museum. With the help of optical devices, such as the camera obscura, these two Venetian painters surveyed European cities with scientific precision, yet creatively transformed what they saw into grand pictorial scenes. Both artists painted spectacular views of their hometown, Venice, but they both left the lagoon city to pursue their careers abroad: Canaletto moved to London, while Bellotto worked in Dresden and Vienna. Featuring major international loans – many of which have never before been exhibited in Austria – the exhibition invites you to rediscover the eighteenth-century city and two artists whose careers mirror a Europe shaped by mobility, war, and uncertainty." khm

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

The May Ohio North Database Training user group meeting will be held on **May 5th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr.** 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/287759659366576?p=kCaammjECnUCvZzEJv)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 ### Data Cleansing using Data Bricks Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*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.

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

**We'll have two meetings covering AI - this second one is for Positron** We will review which AI features are linked in for Positron, and how to use them. **Source documents:** the repository is public, at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron You can download documents, or clone/fork the repository. **Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures. **This will be a hybrid meeting - the Zoom session starts at 6:30 PM.** **Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation. **Zoom information:** https://us06web.zoom.us/j/6658850479?pwd=Snd1UmZTT3pjZktENlczUXh4SERwUT09&omn=89012971377 Passcode: 940392 **If you can't get in, please call me at: 734 223-3307** **The github repository is at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron**

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

FREE event [https://www.ccad.edu/chroma](https://www.ccad.edu/chroma) Friday, May 15, 3–7 p.m. CCAD campus, 60 Cleveland Ave, Columbus, OH Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements. It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all. Many exhibitions including... **Game Art & Design:** **DSB, first floor, Welcome Center lobby and Room 115**