Data Security

**State of Data** is Dataminded’s flagship annual event bringing the data community together to reflect on the trends, foundations, and real-world challenges shaping data-driven organisations. In 2026, we focus on one central theme: **How do people and agents work together to create value from data?** Join data leaders, engineers, architects, and decision-makers for an evening of: * A clear perspective on the **State of Data & AI** * Insights into **Agentic AI and data foundations** * The role of **data products in creating business impact** * Real-world experiences from teams working in production * Structured networking and meaningful conversations *** ### What we’ll cover * **Agentic AI in practice (@ imec)** From Hello World to production - what it takes to make AI agents deliver real value * **Can AI talk to your data? (live demo)** How semantic models and data products make data usable for AI * **Data Products in practice (@ Brussels Airlines & Luminus)** How organisations turn data into measurable impact * **EU Cloud strategy after the hyperscale era** What to rethink, what options exist, and what you can do today We’ll close with a **panel discussion** focused on real-world lessons: what works, what doesn’t, and what teams would do differently. *** ### Speakers * **Bernd Verhofstadt (imec)** & **Jesus Garcia** — AI in practice * **Rushil Daya** & **Stijn De Haes (Dataminded)** — Talk to your data (demo) * **Stefan Van Raemdonck (Brussels Airlines)** — Data products in practice * **Jelle De Vleminck** & **David Lathouwers (Luminus)** — Data products & contracts * **Niels Claeys (Dataminded)** — EU cloud strategy * **Kris Peeters (Dataminded)** — State of Data *** 📍 **Practical Information** * **Date:** 2 April 2026 * **Location:** Dataminded HQ Vismarkt 17, Leuven 👉 RSVP is mandatory: [https://www.dataminded.com/resources/events/state-of-data](https://www.dataminded.com/resources/events/state-of-data)

**Experience Deep Relaxation & Mental Clarity with Access Bars®** ​Imagine letting go of stress, overthinking, and emotional blocks—effortlessly. Access Bars® is a gentle, hands-on technique that activates 32 points on your head, helping to release stored thoughts, beliefs, and tension, leaving you feeling lighter, clearer, and more at ease. **Reiki** is a gentle, non-invasive practice that supports deep relaxation, nervous system regulation, and energetic rebalancing. It can help release stress, quiet mental overload, and restore a greater sense of clarity and ease. ​ ​Your Session ​️ Duration: 30min or 60min in total ​ In-Person Only – Feel the full benefits in a calm and welcoming space. Location Excepcionally on April 2nd, the session will take place in St Giles near Pl Dillens. Please book for full address. ​ ​ Investment in Your Well-being: ​30-min session: 25 EUR or 2 Common Hub Tokens (2 CHT) ​60-min session: 50 EUR or 4 Common Hub Tokens (4 CHT) ​ ​Book your session now and give yourself the gift of relaxation, clarity, and renewed energy! ✨ Booking: [https://koalendar.com/e/access-bars-CHB](https://koalendar.com/e/access-bars-CHB) If you are interested in a session in another time slot, send me a private message and we can book it. **About Your Host:** ​​​This experience is guided by Mara [Regina](https://linktr.ee/reginadgaia) D'Gaia, holistic therapist and access bars practitioner. ​​​ Contact: [integractiveconnections@gmail.com](http://integractiveconnections@gmail.com) ​​​ Follow on Instagram: [@reginadgaia](http://www.instagram.com/reginadgaia)

How do you navigate the AI landscape and focus on initiatives that deliver real value and support your broader business strategy? In this edition, we take a structured approach to Data & AI strategy. The session is divided into two parts: **Part 1 – Strategic Thinking** We open by examining the current position: while data and AI investments continue to rise, many initiatives fail to move beyond pilots or deliver impact. From there, we outline the key elements of a clear AI strategy, address the strategic questions business leaders are facing, and zoom in on the operating model required to translate ambition into scalable, value-generating outcomes. Because as with any strategic endeavour, success depends on thinking several moves ahead. **Part 2 – From Discovery to Practice** In the second part, we shift from strategy to action. We'll first explore how organisations can systematically identify and prioritise their strongest pieces — the AI opportunities with the highest strategic value. Then, we put theory into practice by showcasing a practical example that illustrates how the right moves translate into a real-world application with measurable business impact. **Schedule:** 🥪 Food & drinks : 18:30 – 19:15 🎙 Part 1: 19:15 – 19:45 🚽 Break : 19:45 – 20:00 🎙 Part 2: 20:00 – 20:30 🍻 Drinks & networking : 20:30 – 23:00 **Location:** 📍 Location : Gent Zuiderpoort - Gaston Crommenlaan 8 🏢 Building : Zuiderpoort - Esplanade 1️⃣ Floor : First Floor ↗️ Follow the arrows, Flexso office **Conditions:** For privacy reasons, we give notice that visual material may be created at this event - in the form of photo and/or film - which may be used afterwards through the DataTalks and DataSense media channels.

**Soirée débat — Cuba : l’échec du communisme ? Aux radical-chic européens ne reste-t-il que la Corée du Nord ?** Cette semaine, notre discussion porte sur Cuba. Depuis la révolution de 1959, l’île est gouvernée par une dictature communiste. Pendant des décennies, Cuba a survécu grâce au soutien économique de puissances alliées, d’abord l’Union soviétique, puis le Venezuela, l'Iran, la Chine. Aujourd’hui, l’économie cubaine traverse une crise profonde : pénuries alimentaires, coupures d’électricité, inflation, migration massive et dépendance énergétique. La fin du soutien pétrolier vénézuélien ont accentué une situation déjà dramatique. Dans le débat public occidental, Cuba est souvent présentée à travers des récits simplifiés : – soit comme un symbole romantique de résistance révolutionnaire – soit comme un exemple caricatural d’échec politique Notre objectif n’est pas de répéter ces récits. Notre objectif est de comprendre. *** ### **Topics We Cover** Nous analyserons la situation cubaine à travers plusieurs angles : **1\. Le système politique cubain** Comment un régime communiste à parti unique a-t-il maintenu le pouvoir pendant plus de six décennies ? **2\. L’économie cubaine et ses limites** Pourquoi l’économie planifiée cubaine produit-elle pénuries chroniques, dépendance énergétique et faible croissance ? **3\. Les sanctions américaines** Quel est l’impact réel de l’embargo américain ? Affaiblit-il le régime ou renforce-t-il sa légitimité politique ? **4\. La fin du soutien vénézuélien** Quel rôle le pétrole subventionné du Venezuela a-t-il joué dans la survie du modèle cubain — et que se passe-t-il lorsque ce soutien disparaît ? **5\. L’avenir de Cuba** Transition politique, réforme économique progressive ou stagnation durable ? *** ### **What Makes This Different** – Nous privilégions les témoignages de personnes originaires ou connaissant directement la région – Nous examinons ce que les médias simplifient ou ignorent – Nous encourageons les désaccords argumentés et les perspectives contradictoires – Nous analysons les intérêts, les rapports de force et les réalités économiques — pas les slogans Ce n’est pas un espace de propagande. C’est un espace de réflexion. *** ### **Why This Forum Exists** À Bruxelles, plusieurs initiatives proposent des débats structurés. Trop souvent, cependant, un petit cercle détermine les propositions et limite la diversité réelle des conclusions possibles. Il existe aussi des espaces où la géopolitique se réduit à des slogans anti-américains ou à des indignations partisanes. Ce forum n’est ni l’un ni l’autre. Nous accueillons une véritable diversité d’opinions et d’expériences. Personne ici ne sera exclu pour avoir remis en question un récit dominant. Les idées se confrontent librement. Les attaques personnelles ne sont pas tolérées. *** ### **Motions & Proposals Welcome** Nous encourageons les participants à proposer des motions de débat. Une motion doit être formulée avec sérieux : – une thèse claire – un minimum de contexte historique ou juridique – une compréhension des enjeux géopolitiques Les propositions destinées à stimuler la réflexion sont bienvenues. Les slogans et provocations faciles ne le sont pas. *** ### **Languages** La langue dépendra des participants présents. Les débats se déroulent généralement en anglais et en français, mais nous pouvons accueillir d’autres langues lorsque cela est possible. Langues actuellement possibles : – English – Français – Nederlands – Español – Italiano – Русский – Farsi L’objectif est la compréhension, pas la pureté linguistique. *** ### **What We Ask of Participants** – Venez pour comprendre, pas pour “gagner” un débat – Soyez ouverts à des perspectives qui contredisent les vôtres – Parlez avec des faits, du contexte et de l’histoire – Si vous proposez un sujet, venez préparé – Critiquez les idées, jamais les personnes – Pas de censure des opinions – Pas d’attaques personnelles – Pas de diffamation Le désaccord est normal. La paresse intellectuelle ne l’est pas. *** ### **This is not a dating meetup** Tous les espaces sociaux ne sont pas destinés à flirter ou à chercher des opportunités romantiques. Si vous considérez ce forum comme un terrain de drague ou que vous faites des avances non désirées, vous n’avez pas compris le but de ce groupe. La conversation vient d’abord. Les idées viennent d’abord. Le respect vient d’abord. *** ### **Location & RSVP** L’événement aura lieu à Ixelles, dans un bar public. Pour préserver la qualité et la sécurité de la discussion, le lieu exact est communiqué uniquement aux participants confirmés via notre groupe WhatsApp. 👉 Pour RSVP et recevoir le lieu : https://chat.whatsapp.com/LX7UkWGZ3UdLQWLBvNdezN L’objectif n’est pas l’exclusivité. L’objectif est une discussion sérieuse entre personnes capables de réfléchir librement. The goal is not exclusivity, but accountability and quality of discussion. If this format doesn’t suit you, this event may not be the right fit.

We’re very happy to announce the fifteenth **Python User Group** meetup! 🚀 🐍 This time the event will take place in **Ghent** 🎉! Big thanks to [Lighthouse](https://www.mylighthouse.com/) for kindly hosting the event 👏👏 ! **🗓️ Agenda** Food is provided at 18:30. Talks start at 19:00. **⭐️ From a monolith to a domain-driven architecture** **[Ahmed Khalaf](https://www.linkedin.com/in/ahmed-khalaf-743528b0/)**, **[Lieven Van Acker](https://www.linkedin.com/in/lieven-van-acker-9213177/)** and **[Pieter De Ridder](https://www.linkedin.com/in/pieter-de-ridder-03725119a/)**, from our friends at **[Just Russel](https://www.linkedin.com/company/just-russel/) 🐶** will show how they are migrating from a monolith backend application to a domain-driven application, splitting the different business domains using the separation of concerns principle. **⭐️ MicroPython Data Pipelines on a Raspberry Pi** **[Ana Escobar](https://www.linkedin.com/in/anaescobarllamazares/)** ([blog](https://medium.com/@anaescobarll)) will talk about one of her personal projects ⛑️: a dual-purpose system designed for both predictive maintenance and real-time health monitoring. The main focus will be on the ingestion of the data from a Raspberry Pi into Kafka, and how this was achieved with MicroPython and Confluent Cloud. **⭐️ IPython on Steroids** **[Wouter Vanden Hove](https://www.linkedin.com/in/woutervh/)** ([github](https://github.com/libranet/)) will help you supercharge your shell-experience. It won't be a tutorial about basic features, but a practical session showcasing why and how to use IPython in real-world projects.

Socializing and Networking 🛜🆕 at PLUX on Thursday. Making new friends and drinking 🚰🎈🎉🚿🌊. Everybody Welocme, locals, expats or new 🆕 in town.

Join us for a full day of collaborative work at HSBXL! This event is open to everyone who enjoys working in a community environment, whether you're advancing on business ventures, freelance projects, or creative endeavors. Bring your laptops, your enthusiasm, and your projects to collaborate, learn, and share in the main room of our spacious hackerspace. During this **8-hour co-working event**, you'll have the opportunity to work on your project, ask for feedback, offer help to others, and if you wish, share your achievements at the end of the day. **Please Note**: While HSBXL has multiple rooms for various purposes, this coworking event is taking place in the main room. It's important to note that online meetings should be avoided during this event to prevent noise disturbance and to maintain a conducive work environment for everyone. \#\#\# What the day will look like: 1\. Introduction and setting up: Find a comfortable spot in the main room\, set up your workspace and grab a Club Mate\, soft drink\, or a coffee to get your day started\. 2\. Work Session: Dive into your project\, seek assistance\, and collaborate with others\. 3\. Sharing Session: Optional\, but encouraged\! Share what you've worked on\, your challenges\, and triumphs\. \#\#\# How to get to HSBXL: HSBXL is located in Brussels. For detailed instructions on how to get to the hackerspace, please visit [here](https://hsbxl.be/enter/). If you encounter any issues while trying to get in, you can contact us at +32 28804004. Please note that the phone is inside the space. Alternatively, you can also reach out to us in our [Matrix chatroom](https://matrix.to/#/#hsbxl:matrix.org). \#\#\# Requirements Please bring your laptop, and if you have, an extension cord. The space has WiFi, but having your own internet backup solution can also be useful. Join us at this **8-hour co-working day** in the main room of HSBXL, and we hope you'll have made progress on your projects, learned something new, and most importantly, enjoyed the power of community collaboration. Whether you're a freelancer, entrepreneur, or creative, we welcome you to this day of productivity, sharing, and collaboration.

This workshop series is a **follow-up to the ESP32 Robotics workshop**, but with a different concept. Here, there will be no subject set in advance, instead **all participants are welcome to join at any point and at any level, from beginner to expert**. Beginners will be guided though the basics (C programming, how to use measurement tools, soldering, PCB design, etc…) and can get advice on what tools and kits to start with, others can come with their own projects to get help or share some knowledge. ## Requirements * Bring your own laptop (Windows, Linux or Mac) * Any microcontroller/dev kit to develop your project(s). If you are a beginner and don’t know what to buy, come and we’ll find the best starter kit for you ! * A strong desire to learn stuff, good mood and some patience !

We will be walking through the forest for a little over 1 1/2 hours, silently, just noticing the world around us and inside us. The idea is to experience the magic of a different type of walking, The invitation is to slow down and notice what is going on inside you and around you. Very often people experience a closer connection with nature and with self, with sometimes surprising insights. *Please make sure you are fit enough to go the 4.5 km distance. We will be walking slowly, but we will not take any breaks.* We will be meeting at the Hermann Debroux Metro at **14h**. (Exit straight ahead after leaving the platform--on the Loxam side). If you RSVP as coming, please be on time. We will be starting our walk from there 5 min. after the hour sharp. There is the renovated Maison de Prieur at the exit of the forest where we could gather for a drink or a meal after our walk, depending on what you feel like. Looking forward to an inward adventure? Come and join us on **Saturday, April 4, at 14h** My phone number is 0472 92 11 76, in case you need to communicate with me.

Join Us for a Meditative Forest Walk We warmly invite you to a silent, meditative walk through the forest, where we will move together in stillness for about one hour. This gentle practice helps you reconnect with nature, slow down the mind, and notice the subtle details—both around you and within you. By walking silently, we create space for calm, clarity, and unexpected insights. Details: Date & Time: Friday 3 April Meeting Point: Herrmann Debroux Metro (exit straight ahead after leaving the platform) Start Time: We begin walking at 15:05 sharp, so please arrive on time if you plan to join. Practical Note: Please wear weather-proof walking shoes, as the forest paths can get a bit muddy when rainy. After the walk, you are warmly welcome to join for a drink at Rouge Cloître. It’s a cosy, creative space to end the evening together if you feel like staying on. If you're in the mood for a quiet inward journey, we would be delighted to walk with you this Friday. For any questions or to let me know you’re coming, feel free to contact me at 0474 60 83 70. Looking forward to sharing this peaceful moment with you.

Dear Folks, Ready for real conversations and genuine connections? Join us for an intimate **BFF** **Speed Dating evening** designed for people who value **quality conversations over quick judgments**. **Program Overview** **18:30 Welcome & Warm-Up** **Group Ice-Breaking Session** Duration: **25–30 minutes** * Participants are divided into **small groups of 4–6 people** * Each round lasts **5 minutes** * **5 rounds** in total * Everyone briefly introduces themselves (name + a few fun prompts) **19:00 One-to-One Friend Speed Dating** **BFF Speed Conversations** Duration: **45–60 minutes** * Format: **1-to-1 conversations** * Each conversation lasts **3 minutes** * **15 rounds** * Participants rotate after each round **20:00 Connection Recall & Matching** **Friend Match Selection (5 minutes)** * Participants take a few minutes to reflect * Each person writes down: * Their **own name** * The **names or numbers** of people they would like to connect with as friends * Notes are collected by the host After the event, **The host will match people only when the interest is mutual** and introduce them afterward. **20:00 Free Networking Time** **Open Social Time** * Casual conversations * Reconnecting with people you liked * Drinks, laughter, and free-flow interactions **20:30 Event Ends** P.S. Please come 10 minutes in advance, to order your drinks. **Contribution to Our Events** Starting this year, we kindly ask participants to contribute in one of the following ways: **€5** per event, or **€40** annual membership fee If you feel like supporting us beyond this, to help people who can’t afford it, you are very welcome to do so 💛 If the contribution is a concern for you, please don’t hesitate to reach out to us directly 😉 **These contributions will help us:** * Cover the annual Meetup platform fee * Encourage everyone to respect RSVPs * We will donate 10% collected fees to support Queer oriented organisations in the end of the year. Bank details: Yifei Yang BE12363234512492 Communication: your name+ event/membership **To make sure your spot is reserved, please complete your registration once you sign up.** We will prioritize those who have completed the registration process. Thank you very much for your understanding and cooperation. **Cheers!** 🥂 Brussels Sprouts 🇧🇪🥬💚

Welcome to our weekly event in the upstairs room of The Sister Café, rue Chair et Pain 3, one block from the Grand Place. Please get there early enough to order your drink at the bar first. Thank you! After introductions we will collect questions from the group participants, choose one by voting then discuss it for an hour. Then most of us stay for drinks and bizarre conversations. Past questions have been wide and not confined to academic philosophy: What is a genuine friend? Is social media turning us into emotional zombies? Do we lose some of the experience of things by defining them? Are we driven by sex? Is loneliness a personal failure? Is morality relative? **Crucially, be kind and respectful and generous** in your disagreements; remember how much you personally enjoy someone else proving you wrong before celebrating your cutting counterexamples.

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

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

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

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

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **WiFi HaLow: Introduction and Practical Use** with **Alex Barbur**. Details are are [core.radio](https://core.radio).