Data Architecture
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Frequently Asked Questions
Yes! Check out data architecture events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the data architecture events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find data architecture events near your location here. Connect with your local community and discover events within your area.
Data Architecture Events Today
Join in-person Data Architecture events happening right now
Secrets managment met OpenBao
**Secrets management met OpenBao**
Ben je geïnteresseerd in veilige opslag van secrets, privacy-first infrastructuur en open source security tools? Kom dan naar onze OpenBao workshop!
Tijdens deze hands-on sessie duiken we in OpenBao, een open source secrets management oplossing. We laten zien je de verschillende Secret Backends van OpenBao configureerd en je door middel van policies kan bepalen wie (of wat) bij welk endpoint mag.
Wat kun je verwachten:
· Introductie tot OpenBao en de use cases
· Installatie en basisconfiguratie
· Praktische oefeningen met secrets en policies
· Tips voor gebruik in je eigen projecten
· Bonus: Configuratie van de OpenBao server met OpenTofu
Neem je laptop mee als je mee wilt doen met de hands-on onderdelen (Linux of MacOS)
[TURNHOUT] Freedom friday bitcoin meetup
Iedereen is welkom op onze open Freedom Friday Bitcoin Turnhout Meetup @ het super gezellige café Sint Pieter - Grote Markt 60, 2300 Turnhout
Geen presentaties. Geen workshops. Gewoon 1 onderwerp: bitcoin.
**Connect with Like-Minded Minds** Engage with the Bitcoin community and mingle with fellow enthusiasts. This meetup is your chance to discuss the future, share ideas, and network with pioneers in the decentralized money world.
🏢 **Central Location**: café Sint Pieter ligt perfect centraal, een ruim cafe op de grote markt van Turnhout.
Mark your calendars and spread the word!
Paint miniatures in Almere at Animerch
Kom gezellig een middagje samen Warhammer of D&D miniaturen schilderen!
We gaan schilderen in de winkel Animerch in Almere, vlakbij het Centraal Station Almere-Stad. Wij (de lokale Warhammer club Warmere) zorgen voor alle benodigde materialen zodat je je creativiteit de vrije loop kunt laten. Of je nu een ervaren schilder bent of een beginner, deze middag is de perfecte gelegenheid om nieuwe technieken te leren, tips uit te wisselen en in contact te komen met de lokale hobby- en gaming communities:
Warmere als je Warhammer 40k en Age of Sigmar speelt, of GameMere voor D&D en bordspellen!
Neem je eigen miniaturen mee of gebruik mijn verf en materialen. Als je een miniatuurtje nodig hebt, kun je er die dag een kopen, of gratis eentje kiezen uit de gedoneerde miniatuurtjes. Met dank aan clubgenoten van Warmere en de webshop Restorehammer!
www.restorehammer.com
Let op:
Leeftijd: 12+
Deze meetup vindt plaats in een winkel tijdens openingstijden. Houd rekening met andere bezoekers en materialen.
Snacks en drinken zijn in de winkel te koop.
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Join us for an afternoon of painting Warhammer and D&D miniatures alongside fellow enthusiasts!
Hosted at the shop Animerch in Almere, close to Central Station Almere-Stad. We (the local Warhammer club Warmere) will provide all necessary materials for you to unleash your creativity. Whether you are a seasoned painter or a beginner, this event is the perfect opportunity to learn new techniques, share tips, and connect with the local hobby and gaming communities:
Warmere if you like Warhammer 40k and Age of Sigmar, or GameMere if you like D&D and boardgames!
Bring your own miniatures, or use my paint and materials. If you need a miniature you can buy one that day, or choose one from the donated miniatures for free. Thanks to clubmembers of Warmere and the webshop Restorehammer!
www.restorehammer.com
Take notice:
Age: 12+
This meetup takes place in a shop during business hours. Mind the other patrons and materials.
Snacks and drinks can be purchased in the establishment.
From strangers to friends - Locals meet expats
I'm excited to host the 25st edition of *Strangers to Friends*! Every event so far has been warm, fun and full of great connections. So we’re doing it again!
Curious about our previous events? Check out our photo albums (only visible on the laptop version of Meetup).
**What to expect**
* A safe, relaxed environment to meet both locals and expats, whether you want to meet new people, experience an international atmosphere or talk about business, it’s all possible.
* Start the evening with a few rounds of conversation cards: pair up with someone you don’t know, answer meaningful questions and rotate every 10 minutes. Within just one hour, you’ll get to know several people really well and enjoy meaningful conversations.
* Everyone comes on their own, so it’s easy to connect.
**Practical details**
* Doors open at 20:00, after 30 minutes we start with conversation cards
* Venue: Boekencafé Libertas, Klarendalseweg 477-1, Arnhem
* 20 min walk from Arnhem Central
* 7 min walk from Arnhem Velperpoort
* You’ll receive 1 drink token for (beer/wine/soft drinks) and snacks all night!
* Find us on the right side of the café at the bar, by the window and garden
Bring a smile and join us for an evening where friendships grow, business ideas spark and real-life connections happen. Back to basics, away from screens, meeting face-to-face.
Warm regards, Julia
Picnic Friday Night with an (optional) Tango vibe
With warm & good weather on the horizon again, it's time again to get more picnic-y & outdoors-y 🌄
For this new season, let's revisit the old picnic gathering formula, but add into the night vibe & spicy dance theme (in this case tango, because other dances are oversaturated with events 😊)
The premise:
A picnic gathering starting from 19:00 & ending 23:00 sharp
Since it's evening vibes, BYO food/drinks/games still applies but think time appropriate (don't go big on alcohol though!)
Dancing aspect, music starts 20:00 & ends 23:00 sharp!
Exact location in Griftpark:
To be concluded, but assume close to where the meetup event location currently is set at
Additional notes for the tango aspect:
* you're very much welcome to join in & dance, even with no experience. I can show you a thing or two so you can get a taste & give it a go 😊 Depending on how many, either via a quick group tryout or I help you out individually
* The tango aspect of the event is through the Utrecht Tango Cafe Milonga community (also organized by Constantinos)
More info --> https://www.utrechtcafemilonga.com
If you have any further questions, feel free to message the host
Depending on the time & weather, and whether people are up for it, follow-up drinks can always follow later that day.
To those interested, I hope to see you there! 😄
Planetary Boundaries Fresco game evening
**Date & time**
Friday, July 3 - 18:00 – 21:30
**Location**
Wonders of Work: in winkelcentrum Hoog Catharijne, Utrecht. Check the [route](https://wondersofwork.nl/nl/route/)!
**Registration:** Event is free, but registration is required. [Please fill out the form.](https://docs.google.com/forms/d/e/1FAIpQLSd_8NtZo-WOm_eX_2T9zDYOpON290TzNnufh2P8Lz70LF4S7Q/viewform?usp=publish-editor)
Event description
Do you know the boundaries of the planet we call home?
Today, seven of the nine planetary boundaries have been crossed, putting increasing pressure on Earth’s life-support systems. To secure a safe and just future for all, we must understand how human activities interact with the Earth system - and act decisively to reduce pressures on our planet and its ecosystems.
The Planetary Boundaries Fresco is a half-day collaborative, science-based game experience that brings the planetary boundaries framework to life through guided discussions and an interactive card game. Together, you'll explore the processes that regulate Earth’s stability, uncover how human pressures drive changes across the planet, and identify leverage points for action.
The game is created and will be facilitated by Elise and Joy from [Somewhat Greener.](https://www.somewhatgreener.com/studio/)
**More information about the workshop:** [https://www.somewhatgreener.com/workshops-and-events/planetary-boundaries-fresco/](https://www.somewhatgreener.com/workshops-and-events/planetary-boundaries-fresco/)
Movement, Breath & Play
It is an outdoor movement class in the calisthenics park in Griftpark . We focus on functional breathing exercises, reaction games, learning new functional movement pattern. Think of different kind of squats and animal flow. We work on the mobility of the shoulders, spine and hips (Among others). Every session will have different kind movement flavors on the menu. So there will be a moment of surprise, curiosity and novelty in any class. Every exercise will be adjusted to your current level.
Link for exact location:
https://maps.app.goo.gl/cQUKxqzCuVHeSL917
Data Architecture Events This Week
Discover what is happening in the next few days
IN-PERSON Book Club Meeting - 'THE SYMPATHIZER' - Viet Thanh Nguyen
'THE SYMPATHIZER' by Viet Thanh Nguyen
'The winner of the 2016 Pulitzer Prize for Fiction, as well as seven other awards, The Sympathizer is the breakthrough novel of the year. With the pace and suspense of a thriller and prose that has been compared to Graham Greene and Saul Bellow, The Sympathizer is a sweeping epic of love and betrayal. The narrator, a communist double agent, is a man of two minds, a half-French, half-Vietnamese army captain who arranges to come to America after the Fall of Saigon, and while building a new life with other Vietnamese refugees in Los Angeles is secretly reporting back to his communist superiors in Vietnam. The Sympathizer is a blistering exploration of identity and America, a gripping espionage novel, and a powerful story of love and friendship.'
***Please read the book and join us for a lively discussion (in English) about the contents during our afternoon book club meeting.***
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**PLEASE NOTE:**
This is an IN-PERSON event in Amersfoort, The Netherlands. Please cancel your attendance in advance if you are unable to join, so that those on the waitlist can participate.
Looking forward to seeing you all IN REAL LIFE then!
Best regards,
Sandra
Shut Up & Write!® Almere
Join us for some focused writing time. All writers and all experience levels are welcome and don’t worry, no one will see what you've written. This session is about getting your writing done and meeting other writers in your area.
When you show up, say hello to everyone, grab a drink, and get your writing tools ready. Once you’re all settled, take some time to chat with your fellow writers. Once everyone’s arrived, I will lead quick introductions and then set the timer for our quiet and focused writing session.
Afterward, we’ll have time to chat and get to know each other. We often talk about our successes and challenges as writers. If you don’t have time to stick around, no worries!
**A note about the format**
We don’t host critiques or readings. These events are a safe space for writers of all skill levels and genres to work on their craft, so no one will read or critique your writing.
For our full event schedule, visit [https://shutupwrite.com](https://www.shutupwrite.com).
**Other Important Details:**
WiFi name/password: [PLEASE INCLUDE DETAILS]
Travel / Parking info: [PLEASE INCLUDE DETAILS]
Hiking the Heuvelrug (16 km) - FULL
The Dutch Heuvelrug is a hilly and sandy ridge, running from Hilversum in the north to Rhenen in the south. This National Park is covered in forest, heather and stretches of sand and dunes. On this hike, we will explore the Heuvelrug from Den Dolder. This area is mostly forested, perfect for a (hot) summer’s day!
**Where to meet**: we will meet at **10 am** at train station Den Dolder. We will return to the same train station around 3pm.
**This hike is fully booked.** [You may register on my website for a place on the waitlist.](https://rewildyourself.nu/dutch-nature-hikes/)
hippie mums/families + baby/toddler meet up | wonderfeel festival
grassroots meet up for women / mothers / in Amsterdam who want to bring their children into their fun, spiritual and festival-going lives!
this looks like a very family friendly festival, 30 minutes drive from Amsterdam and I do believe it is accessible by public transport.
please note: I am not affiliated with this event, just a new mom / family who are finding our way back to events and spaces we loved pre-baby, now ready to enjoy them with our toddler and connecting with like-minded people along the way :)
https://wonderfeel.nl
Kintsugi workshop in Utrecht
**Modern and Authentic kintsugi workshop in Utrecht.**
Choose from three options:
* 1-Day Modern Kintsugi workshop-€60
* 2-Day Modern Kintsugi workshop-€96
* 4-Day Authentic Kintsugi workshop -€180
For all details, please visit my website.
[https://japanworkshopnet.com/upcoming-workshops/](https://japanworkshopnet.com/upcoming-workshops/)
Location: **CLAY TO PLATE**
[Biltstraat 55, 3572 AG, Utrecht](https://www.claytoplate.com/)
**Booking is essential**. Please contact me if you would like to participate in the workshop.
Webiste: [https://japanworkshopnet.com/](https://japanworkshopnet.com/)
Email: info@japanworkshopnet.com
Mobile:0616059840
Crafting together picknick in the park @ Wilhelminapark (+ possible craft swap)
The sunny and warm summer weather finally seems here to stay, which makes it the perfect time to craft outside in the park!☀️ Join us for a relaxed crafting evening picnic in the park, where we bring our projects, spread out our blankets, and create together in the open air.
Whatever you're working on, whether it's knitting, scrapbooking, sketching, embroidery, or that half-finished project that's been waiting for some attention, bring it along and enjoy an evening of making things in good company.
You can join us at whichever time works for you. Don't feel pressured to join from the start at 19:00. You're still just as welcome to arrive at 21:00. But we will do a little introduction in a circle around 19:20 just to get to know each other a bit more and see what everyone is working on.
This get together is also a great chance to chat, share tips, and get inspired by what everyone else is making!
* 🎨 **What to bring?** Your own creative supplies and projects, whatever you love to work on.
* 🧺 **Picnic style** Bring a blanket to sit on, and feel free to also bring some snacks and drinks.
* 🔄 **Want to swap?** Got craft supplies you no longer need? Bring them along, there will be some space to swap items.
📍 Wilhelminapark
Speeddaten Utrecht | Hoger opgeleiden 30-45 jaar
**Speeddaten Utrecht**
Al twaalf jaar organiseren we speeddates in Utrecht. Ontmoet je graag een groot aantal singles in korte tijd, dan is speeddaten iets voor jou!
Tijdens een speeddate heb je ongeveer 15-20 dates van 4 minuten. Wanneer de bel klinkt, schuift de helft van de singles door naar de volgende tafel.
Op je datekaart geef je aan met wie je verder in contact wilt komen.
**Locatie**
Het speeddaten vindt plaats bij [Anne&Max Domstraat](https://www.annemax.nl/vestigingen/utrechtdomstraat/), een sfeervol en ruim opgezet restaurant. We hebben een apart gedeelte van het restaurant gereserveerd, zodat je alle privacy hebt tijdens het daten.
**Matchmail!**
Binnen een dag na de speeddate ontvang je van ons een e-mail met de voornaam en het e-mailadres van de singles met wie je een match hebt.
Heb je bij alle deelnemers ‘nee’ ingevuld? Dan is je volgende speeddate [gratis](https://aboutlove.nl/geen-klik-volgende-speeddate-gratis/)!
**Kom je ook speeddaten bij About Love?**
Heb je zin in een avond vol ontmoetingen in Utrecht? Schrijf je dan nu in voor deze speeddate! Bij About Love ben je in goede handen; wij zijn een ervaren speeddate-organisatie met uitstekende [recensies](https://aboutlove.nl/is-speeddaten-leuk/) en bieden speeddates aan voor de laagste prijs.
Date je mee? >> [https://aboutlove.nl/event/details/speeddaten-utrecht-singles-30-45-jaar/](https://aboutlove.nl/event/details/speeddaten-utrecht-singles-30-45-jaar/)
Data Architecture Events Near You
Connect with your local Data Architecture community
IxDA Chat n Pancakes
You can sleep in on the Sesquicentennial (observed), we’re shifting to the following Friday.
But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to.
Thanks to the team at Nationwide of supporting the group.
CBusData - Highlights and Hidden Gems in SQL Server 2025
Highlights and Hidden Gems in SQL Server 2025
With so much emphasis on cloud data platforms and AI these days, SQL people can feel left behind by all the marketing hype. SQL Server 2025 was officially released in November of 2025, though, and contains a ton of improvements that will make our SQL Server deployments a bit faster, better, and more secure. There are even more improvements tucked into the release that never made a marketing blog or press release that you'll likely be learning about for the first time in this session!
Join this session to learn about what makes your high availability a little more available, your performance a bit more performant, and your database more developer and app-friendly. Come spend an hour with SQL people talking SQL Server 2025 – the good, the "not quite ready for prime time", and the hidden awesomeness.
Data & Analytics Wednesday - Learning from Everyday Data
**Practical Curiosity: Learning from Everyday Data**
How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice.
Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look.
In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it.
**About Our Speaker:**
[Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet.
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)
AWS Columbus User Group - Topic to be announced
Topic to be announced.
**CALL FOR SPEAKERS**
Learn more: 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/
**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
Azure CBUS July
Want to be a speaker? submit your talk to our Call for Presenters!!!
https://sessionize.com/azure-cbus-2026/
ServiceNow AI Deep Dive: Hands-On Learning Session
We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!
Stop Guessing: How to Measure and Improve LLM Outputs
Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on.
That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable.
In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork.
This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it.
We’ll cover:
* Why “it looks good” is not enough
* How to improve prompts by changing the input, context, and constraints
* How to compare LLM outputs more systematically
* Basic evaluation techniques for accuracy, consistency, and usefulness
* How embeddings, cosine similarity, and scoring can help evaluate results
* Where automated evaluation works — and where humans still need to stay in the loop
By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve.
LOGISTICS AND PARKING:
The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks!
The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.









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