Data Architecture

🥂 Skip koningsnacht en kom zingen! 🥂

* We **start at 11:30** at Train Station Driebergen-Zeist (in front of: NS Stationshuiskamer https://maps.app.goo.gl/rxbgbhe877qTaoE2A * Length: \~16 km (4 - 5 hr hiking) * What to bring: lunch, water, snack. * For whom: As always, sporty folks that like to combine social event with being active in nature. **Getting there by Train:** * To Station: Driebergen-Zeist https://maps.app.goo.gl/1o211iUUR7ZzWZAq8 **Getting there by Car:** * P+R Driebergen-Zeist: Stationsweg 15B, Driebergen-Rijsenburg (payed) https://maps.app.goo.gl/Rzkus3PV1cXaiBV89 **Note:** * Please **pay a small fee (3 euro)** to help us cover the (increased) yearly Meetup contribution of 240 euro. We'll ask you to pay before the start of the hike (can be on the day itself). No refunds, but in the unlikely event that hike would be cancelled and you already paid, you don't need to pay for your next hike. Thank you so much! Use the **safe link** here: https://betaalverzoek.rabobank.nl/betaalverzoek/?id=cqlYWv_MTpSjp2VkROXWhA * Keep in mind that the hike can be canceled when the weather is very bad (**always check the event before you go**). * If you RSVP 'yes' we expect you to show-up. Please do not cancel less than 24 hours before the hike. **No-shows** will lead to your removal from the group. Thanks for the understanding. * By signing up for this event, you agree to release the organizers from any responsibility and liability in all claims. As the participation is strictly voluntary and you freely choose to join, it is the responsibility of individuals participating to ensure that they are fit enough and have adequate coverage to protect themselves.

🏃🏻‍♂️🏃🏼‍♀️

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]

Wil jij met mij op een culinaire reis door rouw? Ik nodig je van harte uit voor de Troost Tafel – Lunch Editie. Een intieme middag waar we samen aan tafel gaan om de smaken van rouw te verkennen. Wat is pittig in jouw rouw? Welke herinnering smaakt nog steeds zoet? In een klein gezelschap van maximaal 8 mensen nodig ik je uit om mee te gaan op mijn culinaire reis door rouw – een reis die ik ooit begon na het verlies van mijn moeder. Eerder organiseerde ik diners, maar deze keer kies ik bewust voor een lunch. Waarom? Omdat ik weet dat het soms spannend kan zijn om over rouw te praten. Met deze kortere, laagdrempelige editie wil ik juist ruimte creëren voor wie dat spannend vindt, maar toch nieuwsgierig is naar verbinding, troost en smaak. 🕰 Indeling van de middag 12.30 – 13.00 Inloop & ontvangst 13.00 – 13.15 Welkom & introductie 13.15 – 15.00 Aan tafel – 3-gangen lunch 15.00 – 15.15 Afronding 15.15 – 15.30 Tijd om rustig naar huis te gaan. 🌿 Wat is de Troost Tafel? De Troost Tafel is een plek waar verliezen, herinneringen en smaken samenkomen. Een culinaire reis door rouw – waarin we onderzoeken hoe emoties en herinneringen zich kunnen vertalen naar smaken. Wat is licht in jouw rouw? Wat voelt zwaar? Wat smaakt bitter of juist zoet? 🌟 Voor wie is de Troost Tafel? Voor iedereen die verlies heeft ervaren – groot of klein. Of je nu net een dierbare bent verloren, of al jaren een gemis met je meedraagt: alle vormen van verlies mogen er zijn. Bij de Troost Tafel leggen we de rouw op tafel, in plaats van hem eronder te schuiven. 🍽 Wat kun je verwachten? Een driegangenlunch, met ruimte voor stilte, gesprek en verbinding. Je zit aan tafel met een kleine groep mensen, ieder met hun eigen verhaal. Bij elke gang staan we stil bij een ander aspect van rouw en smaak – zodat we samen verdieping kunnen vinden in wat ons raakt en verbindt. 💛 Waarom ik de Troost Tafel organiseer? In het laatste jaar van mijn koksopleiding verloor ik mijn moeder aan longkanker. Het was mijn eerste diepe ervaring met rouw, en het bracht me op een intense spirituele reis. In die zoektocht vond ik uiteindelijk rust en acceptatie. Helaas verloor ik recent ook mijn stiefmoeder. Na een zeer kort ziekbed werd ik opnieuw geconfronteerd met het verlies. De Troost Tafel is ontstaan uit mijn verlangen om anderen ook een plek te bieden – een veilige, warme tafel waar verlies ruimte mag krijgen, en waar troost mag ontstaan. Schuif je aan? Als je vragen hebt mag je me ook altijd een bericht sturen.

## **🌊 Marbling Workshop — Utrecht \(\[Booking via link\]\(se book via the link: https://artools\.nl/product/marbling\-workshop/\)\)** ## **Colour, water, and chance.** ## In this 2h hands-on marbling workshop, pigments float on water and are transferred onto paper — creating patterns that can’t be fully controlled or repeated. It’s a slow, tactile and slightly hypnotic process, where “happy accidents” are part of the experience. **What to expect:** – work directly with colour on water – explore movement and flow – create multiple one-of-a-kind prints – guided but open-ended session You don’t aim for one perfect piece — you create many, each shaped by timing and chance. Details: 🕒 Utrecht 2h **📍 Utrecht** **💶** €70 All materials included No experience needed **⚠️**RSVP on Meetup does not confirm your spot **👉**Please book via the link: https://artools.nl/product/marbling-workshop/

⚠️ **IMPORTANT: You must sign up and buy a ticket here to attend:** [https://groupvibe.com/](https://groupvibe.com/) **Join the Amsterdam** **Coffee Club and make new friends!** Each meetup brings together 4–6 people for casual conversations over coffee. We use the Groupvibe platform to facilitate the meetup and ensure everyone’s a good fit. 👉 **To attend, you’ll need to complete registration via this link:** [https://groupvibe.com/](https://groupvibe.com/) We’ll share the exact location of the upcoming meetup the night before only if you have bought a ticket or membership plan. **Why this works:** \* Smaller groups make real conversations easier. \* Discover new cafes in your city, together. \* Curated cafes with good coffee and vibe. \* If you hit it off with your group, there’s plenty of time to hang out afterwards. **Note:** RSVPs on Meetup don’t reflect total attendance. Many attendees register directly via our website. The event on [Meetup.com](http://meetup.com/) is only a placeholder. This meetup is organized by Groupvibe, a small team passionate about helping people form meaningful friendships offline.

**We have limited space at the café, so if you've RSVPd and can't make it, please cancel as early as possible so another person can join!** Join in for a morning of crafting & chatting over a drink. Just bring your own project and payment for drinks. Meet fellow crafting enthusiasts, whether it's knitting, crocheting, stitching, origami, or something more unique! We talk about our projects, exchange tipps, but also just get to know each other and enjoy a relaxed Sunday morning in good company. We now also have a WhatsApp group, where we want to organise get-togethers and other events. Ask one of the organisers at the next Meetup you join for more information and access.

**Welcome @ Expats in Utrecht and Internationals covered in orange for KingsNight!** *Come around and say hi, meet people and have a few drinks with us!* ✅ Always a lot of people! Signing up will be necessary! **🍊🍊 KING's NIGHT 16.30 - 21.30 PARTY-** Come around and experience this great Dutch party with us! **🍊🍊 We party from 16.30 - 21.30 @ Cafe 5th@ Neude!** **🍊🍊 DRESSCODE :** **AS ORANGE AS YOU CAN** (if you want to!) **HOW TO SPOT OUR GROUP & FIND EACHOTHER?** **🍊🍊** RECEIVE A PARTY-BRACELET THIS MAKES IT EASY TO FIND OUR GROUP & EACH OTHER! ***bring a 2 euro coin or pay with tikkie, payment is at the event.*** ***Receive a party bracelet & a chupa chups candy lollipop!*** \*\*\* **FIRST-TIMERS** Don't let that first time meeting us scare you off! Come meet us! Once you are at the bar you will find out it is a lot people's first-time! No need to worry at all! \*\*\* **🍊🍊 KING's NIGHT NOTE** **2026 26th April celebrations falls on a Sunday** \- and Sundays work a bit different because of the local rules \(by the Municipal\) for bars\, cafes & events\. **2 Notes:** 1\. Throughout the city there will be ticketed events and at some locations there will be *free outside music stages (most likely on the bigger squares).* 2\. A lot of bars will close at their regular early Sunday closing time\! \(due to high Sunday costs & event permits involved\)\. *Not all bars but a great many!* \*\*\* **FIRST-TIME JOINING A MEETUP ?** The first time joining a meetup is always a bit exciting! You don't know anyone yet but that will soon change. Plenty of people to meet tonight!
Tonight is all about having fun and catching up with people, people you've seen before and new people to meet.
Come find us organisers if you have any questions - we're looking forward meeting you! **WHAT WE DO**
 Here you meet friends, make new friends, hear what's going on in the city, maybe make plans with the people you meet - to go for dinner or going out in the city later this evening, when available visit other meetups, talk about work or sports or movies or activities that you like or share your travel adventures, talk about anything else that comes to mind. Most of all, don't be shy to come alone, most of us arrive alone and meet everybody here at the cafe, some might have seen each other before and some haven't, for some it is their first time meetup ever, another might just have arrived in Utrecht and is very new in town some come from out of town, like Amersfoort, Arnhem or Amsterdam or Hilversum all is possible.

⚠️ **IMPORTANT: You must sign up and buy a ticket here to attend:** [https://groupvibe.com/](https://groupvibe.com/) **Join the Utrecht City Brunch Club and make new friends!** Each meetup brings together 4–6 people for casual conversations over brunch. We use the Groupvibe platform to facilitate the meetup and ensure everyone’s a good fit. 👉 **To attend, you’ll need to complete registration via this link:** [https://groupvibe.com/](https://groupvibe.com/) We’ll share the exact location of the upcoming meetup the night before only if you have bought a ticket or membership plan. **Why this works:** \* Smaller groups make real conversations easier. \* Discover new restaurants in your city, together. \* Curated brunch venues with good food and vibe. \* If you hit it off with your group, there’s plenty of time to hang out afterwards. **Note:** RSVPs on Meetup don’t reflect total attendance. Many attendees register directly via our website. The event on [Meetup.com](http://meetup.com/) is only a placeholder. This meetup is organized by Groupvibe, a small team passionate about helping people form meaningful friendships offline.

**Welcome @ Expats in Utrecht and Internationals covered in orange for KingsNight!** *Come around and say hi, meet people and have a few drinks with us!* ✅ Always a lot of people! Signing up will be necessary! **🍊🍊 KING's NIGHT 16.30 - 21.30 PARTY-** Come around and experience this great Dutch party with us! . **🍊🍊 We party from 16.30 - 21.30 @ Cafe 5th @ Neude!** . **🍊🍊 DRESSCODE :** **AS ORANGE AS YOU CAN** (if you want to!) . **HOW TO SPOT OUR GROUP & FIND EACHOTHER?** **🍊🍊** RECEIVE A PARTY-BRACELET THIS MAKES IT EASY TO FIND OUR GROUP & EACH OTHER! ***bring a 2 euro coin or pay with tikkie, payment is at the event.*** ***Receive a party bracelet & a chupa chups candy lollipop!*** . \*\*\* **FIRST-TIMERS** Don't let that first time meeting us scare you off! Come meet us! Once you are at the bar you will find out it is a lot people's first-time! No need to worry at all! \*\*\* **🍊🍊 KING's NIGHT NOTE** **2026 26th April celebrations falls on a Sunday** \- and Sundays work a bit different because of the local rules \(by the Municipal\) for bars\, cafes & events\. **2 Notes:** 1\. Throughout the city there will be ticketed events and at some locations there will be *free outside music stages (most likely on the bigger squares).* 2\. A lot of bars will close at their regular early Sunday closing time\! \(due to high Sunday costs & event permits involved\)\. *Not all bars but a great many!* \*\*\* **FIRST-TIME JOINING A MEETUP ?** The first time joining a meetup is always a bit exciting! You don't know anyone yet but that will soon change. Plenty of people to meet tonight!
Tonight is all about having fun and catching up with people, people you've seen before and new people to meet.
Come find us organisers if you have any questions - we're looking forward meeting you! **WHAT WE DO**
 Here you meet friends, make new friends, hear what's going on in the city, maybe make plans with the people you meet - to go for dinner or going out in the city later this evening, when available visit other meetups, talk about work or sports or movies or activities that you like or share your travel adventures, talk about anything else that comes to mind. Most of all, don't be shy to come alone, most of us arrive alone and meet everybody here at the cafe, some might have seen each other before and some haven't, for some it is their first time meetup ever, another might just have arrived in Utrecht and is very new in town some come from out of town, like Amersfoort, Arnhem or Amsterdam or Hilversum all is possible.

**☃️ Weekly Anime Night - Winter Season ☃️** Your friendly neighbourhood anime club is there to get you through those cold days. We starting with the season of **Fate/strange Fake!** 📅 **Event Series Details** **Dates: April 26th** **Time: 19:00–21:00** **Location:** Buurtcentrum De Speler, Thorbeckelaan 18, 3551 BR, Utrecht 🎬 **What’s the Plan This Week?** 1. Before we start watching, enjoy chats with other joiners, meet new people and get comfortable to start the show! 2. **Fate/strange Fake - episode 0** 3. Break – Grab a drink, chat, and stretch those legs. 4. **Fate/strange Fake - episode 1** 5. Closing & Hangout – Let’s talk reactions, highlights, opinions, hot takes, and everything in between! **🎒 What Should You Bring?** Your favorite snacks and drinks (not provided) Your love for anime Friends, or just your awesome self – all are welcome! 🎟️ **Free & Open to All!** This is a non-commercial, community-driven event created by fans, for fans. Whether you’re new to anime or a seasoned otaku, there’s a seat on the couch for you. 🎌 **About Utrecht Anime Club** U.A.C. is an ever-growing group of collaborative and diverse people. Our goal is to bring people together from all across Utrecht (and beyond!), to create cozy and inclusive events in which we share our love of anime. 🔍 **Questions?** Drop them in the event chat – we’re happy to help! Come for the anime, stay for the laughs, finale vibes, and great people. See you there! ✨🎥🍿

Event planned for Sunday near the Diemen Station.

Samen sporten, gewoon voor de fun, elke week een divers programma, met allerlei verschillende sporten. Je hoeft niet de beste te zijn, maar wel zin hebben om samen te spelen en te leren. Tijdens een training doen we verschillende spelletjes, basketbal, voetbal. volleybal, spikebal, honkbal. Kom je ook, de bal ligt bij jou!! Eerste keer meedoen is altijd gratis, daarna kan je beslissen of dit voor jou is, of niet!! Dus kom een keer proberen. Kan je niet op deze dag, we sporten ook op andere dagen nl Zondag om 9:30 of Maandag om 20:30 Stuur mij een berichtje als je op die dagen een keer wil proberen! The amount of people rsvp'd to this game doesn't match the real number of people at the event, as Meetup is only used for promotion purposes.

It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.

**🥰 Online Speed Dating – Real Cincinnati Locals, Live on Zoom** Meet Cincinnati singles from home. We sort the matching, you just turn up. You'll cycle through short one-on-one video chats with Cincinnati locals matched to you by age and personality. A host keeps the evening flowing smoothly. **Register under your age group:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=city-readers-social-and-discussion-collective&ar=18-32&face_v=1.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=city-readers-social-and-discussion-collective&ar=30-46&face_v=1.0) **⚠️ Important: RSVP ≠ registration.** To join, pick your age group below, sign up, and finish the personality quiz. Spots are limited. --- ✅ **You will like this if:** - Busy professionals who don't want to waste evenings - 🔥 People fed up with swiping who want actual conversation 🛠 **What the flow looks like** 1. **Register** – Select your age group above and sign up. 2. **Take the personality quiz** – We use it to pair you with compatible Cincinnati singles. 3. **Hop on Zoom** – Join the call and your host will walk you through it. 🗂 **Quick details** - ✨ **Format:** Hosted on Zoom – one-on-one video dates - **Location:** Wherever you're comfortable – no venue, no travel 💡 **Tip:** Check your Zoom setup and pick a quiet, well-lit spot ahead of time. --- ✨ One Zoom call, genuine conversations, real matches. See you there. 🦋 ✨ Short-form version for faster scanning. Everything important, without the extra padding.

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.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

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

**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 Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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 invite you to an in-person session in Seattle exploring the real impact of AI on knowledge-driven industries — from shifting economics and the disruption of traditional SaaS and consulting models to where organizations can still build lasting competitive advantage. As AI platforms like ChatGPT, Claude, and Gemini continue to redefine how work gets done, organizations face a critical question: how can they adapt, remain competitive, and create lasting value? We’ll discuss practical strategies for integrating AI while preserving human expertise, along with actionable approaches to upskilling teams for an AI-driven workplace. Drawing on real-world experience from training thousands of professionals and deploying AI solutions, this session will provide clear, applicable insights for today’s evolving landscape. Following a short presentation, the session will open into an interactive discussion where attendees can share perspectives and explore key questions around the evolving role of humans, organizational adaptation, and staying competitive in an AI-first world. **Who should attend:** • Executives and managers in SaaS, consulting, and knowledge-driven organizations • Professionals exploring AI upskilling and workforce transformation • Anyone interested in the future of AI and knowledge work 📍 **Location:** Data Science Dojo, 5010 148th Ave NE, Suite 200A, Redmond, WA, United States 🔗 **Google Maps:** [https://lnkd.in/d8WA-yNc](https://lnkd.in/d8WA-yNc) **💻 Online Access:** A livestream will be available for those unable to attend in person; however, the full interactive experience is reserved for in-person participants.