Log Management

Hi✋ At[ Data Tribes ](https://www.datatribes.nl/)we organise Meetups because we truly care about sharing knowledge both inside and outside the organisation. We believe that it is beneficial to us and to the market as a whole to connect, create, learn and grow together! **The agenda** // Doors open 6.00pm // Drinks and Pizza’s 6.30pm // Start presentations 7.00pm **Henk van der Valk:** "Optimizing the Azure cloud?" ***Who really cares about Cost & Co2?*** // Start networking 9.00pm // End Meetup 9.30pm Greetings, Data Tribes Inc.

📣 Our fantastic speakers for this month: * **Glenn Versweyveld** * **Bramus Van Damme** 📍 Location: **Spilberg, Part of Vibe Group** Leopoldplaats 8, 2000 Antwperen Nationale Bank (etage 1) 🍽️ Come hungry, **[Spilberg](https://spilberg.com/)** will be providing food and drinks **SCHEDULE** 19:00 Doors Open 20:00 **Harnessing the Power of Observability with OpenTelemetry and Grafana** *by Glenn Versweyveld* 20:45 Pit stop (short break) 21:00 **Anchors aweigh! Tethering Elements in Pure CSS with Anchor Positioning** *by Bramus Van Damme* 21:30 Socialising & networking 22:?? That's all folks **Harnessing the Power of Observability with OpenTelemetry and Grafana** *by Glenn Versweyveld* Let's take a guided journey into distributed tracing and logging, following a single user action as it travels through a modern backend made up of multiple services and technology stacks. We’ll start by exploring the challenge: how do you truly understand what happens when a customer clicks a button on your website and that request fans out across microservices? From there, we’ll introduce observability as the lens that makes these hidden interactions visible, using logging, metrics, and tracing to connect the dots. You’ll see how OpenTelemetry acts as the backbone for capturing these signals in a vendor-neutral way, allowing you to remain product-independent. We’ll then bring the data to life with Grafana, visualising logs and traces to uncover service dependencies, latency issues, and failure points. About Glenn Versweyveld I'm interested in everything surrounding Microsoft and .NET in particular, for the moment working as a System Expert at Baliose Insurances. Still loves Windows Phone, but don't judge him for it :) Currently Microsoft MVP in Developer Technologies and Pluralsight author. **Anchors aweigh! Tethering Elements in Pure CSS with Anchor Positioning** *by Bramus Van Damme* We've all been there. You need a popover to attach to a button, but they aren't parent/child. You end up reaching for JavaScript, calculating coordinates, and wrestling with viewport edges. CSS Anchor Positioning is a recent API designed to solve exactly this. This talk is a practical, down-to-earth look at how it works. We'll explore the anchor() function, the position-anchor and position-area properties, and @position-fallback to build UIs that are truly context-aware and robust, all without the JS hacks. About Bramus Bramus is a web developer from Belgium. He’s part of the Chrome Developer Relations team at Google, focusing on CSS, Web UI, and DevTools. From the moment he discovered view-source at the age of 14 *(way back in 1997)*, he fell in love with the web and has been tinkering with it ever since. Before joining Google, Bramus worked as a freelance developer in various frontend and backend roles. For seven years he also was a College Lecturer Web & Mobile, educating undergrad students all about HTML, CSS, and JavaScript — [in that order](https://www.bram.us/2023/12/12/embrace-the-platform-article/). If you'd like to host or speak at one of the meetups, make sure to contact us at [hello@phpantwerp.be.](http://hello@phpantwerp.be./) **Our meetups are sponsored by Take The Lead** **Take The Lead** is a Belgian e-commerce agency that helps companies launch, optimize, and scale their online business. We combine strategic consulting with deep technical expertise to build powerful webshops and composable commerce architectures — always providing the right guidance and support along the way. [www.takethelead.be](https://www.takethelead.be/?utm_source=phpantwerp&utm_medium=meetup-com&utm_campaign=php-antwerp-sponsorship)

**Vous souhaitez améliorer votre prise de parole en public et développer vos compétences en communication et en leadership ?** ✨ Le **Club des Orateurs**, club officiel de Toastmasters International à **Bruxelles**, vous invite à une soirée d’apprentissage dans une ambiance conviviale et bienveillante. **Prochaine réunion** : **4ème jeudi du mois** **19h15 – 21h30** **Villa François Gay (salle au 1er étage)** **326 Rue François Gay, 1150 Bruxelles** Le bâtiment est situé dans un petit parc. **Pourquoi participer ?** ✔️ **Améliorez votre aisance à l’oral** grâce à des discours préparés et des interventions improvisées. ✔️ **Développez votre leadership** en prenant des rôles lors des réunions. ✔️ **Rejoignez une communauté dynamique** qui vous aidera à progresser à votre rythme. ✔️ **Une expérience immersive** avec des retours bienveillants pour évoluer rapidement. **Déroulement d’une réunion Toastmasters** : Nos réunions incluent des discours préparés, des exercices d’improvisation et des évaluations constructives pour vous aider à progresser. **Qui peut participer ?** Tout le monde est bienvenu, que vous soyez débutant ou expérimenté ! **L’entrée est gratuite pour les invités.** **Intéressé•e ?** Inscrivez-vous dès maintenant sur Meetup et rejoignez-nous pour une soirée enrichissante !

**🃏 WHAT WE PLAY** We focus on **social interaction games** that are **fun, easy to learn, and engaging**. * **Thursdays** and Saturday nights are for **fun, social games** like Dixit, Coup, Skull, Codenames, Colt Express, Secret Hitler, Exploding Kittens, Bang and more!… Easy to learn, quick to laugh! * **Mondays** are for **deeper strategic games**, for players who love to plan and outthink opponents. Of course, these are just guidelines — you’re always welcome to bring and play whatever game you love! *** **🕖 SCHEDULE** * We meet at **7:00 PM**, with an **intro round at 7:15 PM**. * Arriving later? No problem! Just see a host — we’ll do our best to find you a seat. You might need to wait for a game to finish before joining the next one. **🎉 Good News! BFG is Free Again** As of July 1st, 2025, BFG is once again **free to join**, just like last year! The costs of running the group are now shared by the hosts. If you enjoy the events and want to say thanks, you're very welcome to **offer a drink (or two 😉) to a host** during the evening. A huge thank you to everyone who supported us financially earlier this year — you helped keep the group going, and we truly appreciate it. 🙏 *** **🎒 WHAT TO BRING** * Bring your favorite games and feel free to mention them in the comments. * If we’re meeting in a **park**, bring snacks, drinks, and something comfy to sit on — the grass can be damp even in summer! *** **☕ IF THE VENUE IS A CAFÉ** Please order **at least one drink** to support the venue, and pay directly at the bar. *** **✅ REGISTRATION** Please RSVP to help us plan for space and group sizes. **⌛ WAITLIST ETIQUETTE** * If you can’t make it, cancel **before 7 PM the day before** to give someone else a chance. * If you're **on the waitlist** and your plans change, cancel your RSVP so others aren't left hanging. *** **🤝 WANT TO HOST?** Interested in becoming a host or helping out? Let us know — we’d love to have you on board! *** **💬 FEEDBACK WELCOME** Suggestions or ideas? Drop us a message anytime — we’re always looking to make BFG even better. *** ### **🌟 Let’s have fun, discover great** **games, and build and make new friends** *** ###

**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. ​ ​Your Session ​️ Duration: 30min or 60min in total ​ In-Person Only – Feel the full benefits in a calm and welcoming space. ​ ​ 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) **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)

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

Lead a marine research institute exploring the ocean depths. You recruit specialists, send expeditions, and build a powerful research engine while balancing scientific progress and conservation. A refined Euro with satisfying growth, strong theming, and meaningful long-term choices over a medium-length session. [How to Play](https://youtu.be/HLfcG_7rbT0?si=UWcP2uBzdDr5Fvta) [BGG](https://boardgamegeek.com/boardgame/418470/endeavor-deep-sea-deluxe-edition) [Rulebook](https://esltqdkllporgkecoqih.supabase.co/storage/v1/object/sign/rulebooks/bcb00fe5-9279-4b91-b933-6cb0d34796e3.pdf?token=eyJraWQiOiJzdG9yYWdlLXVybC1zaWduaW5nLWtleV9mNjQ4ZTY5Yi02ZjdmLTRhY2MtYTI2NC05NDU5M2Q1ZGRmNTAiLCJhbGciOiJIUzI1NiJ9.eyJ1cmwiOiJydWxlYm9va3MvYmNiMDBmZTUtOTI3OS00YjkxLWI5MzMtNmNiMGQzNDc5NmUzLnBkZiIsImlhdCI6MTc1ODczMjEwOCwiZXhwIjoyMDc0MDkyMTA4fQ.q0XzTMjPhlZIeW2n_N_gIe4eGthokGNK_t9U2KraiNE) Everyone is welcome! No previous experience or game knowledge needed — I’ll explain all the rules before we start.

On Sunday I am proposing a hike close to Brussels. We will start in the tiny village Villers-La-Ville, which is known for its impressive ruins of a former abbey. Subsequently, we will walk through a forest and agricultural areas. This region also has wine producers, so we might also encounter some vineyards on the way. At our destination Ottignies we will probably find an open bar for a drink. As the number of participants is limited, it is important that you manage your registration responsibly: only sign up if you really intend to come and cancel as soon as you know you can’t (this also goes for people on the waiting list!). We will try to keep close to an average speed of about 5 km/h. We will walk mainly on unpaved roads. I’ve not tested this track beforehand, so it’s possible that there are some mistakes in the planning. ●●You can find the track here: https://loc.wiki/t/252023497?wa=sc ●●Meeting point: We meet at 10h40 in Villers-La-Ville (in front of the railway station). If you start from Brussels-Central, you should take train IC 2109 towards Marbehan at 9h37. In Ottignies you have eight minutes to change to train S61 4560 direction Jambes at 10h23. You should get out in Villers-La-Ville. In Brussels, you can find me in the first car of the train. ●● Train tickets: Return ticket Brussels-Villers should be fine. ●● Back to Brussels: In Ottignies there is at least one direct train per hour back to Brussels. ●● Specifics: Distance: ca 25km Elevation gain: 300m Net walking time: ca 5-6h Weather forecast: Probably dry. In the unlikely case of too bad weather, we may cancel a hike, even few hours before the event. If this must happen, we will of course update the Meetup website and send out an email to those registered. So it is important to have access to either the [[[[[[Meetup.com](http://meetup.com/)]([http://meetup.com/](http://meetup.com/))]([http://meetup.com/](http://meetup.com/))]([http://meetup.com/](http://meetup.com/))]([http://meetup.com/](http://meetup.com/))]([http://meetup.com/](http://meetup.com/)) website and/or your emails. ●● What to bring: * Comfortable hiking clothes &shoes * rain gear (just in case) * water + food for the breaks * sun cream * Compeed for blisters * some small money for drinks ●● Basic rules: Please RSVP only if you really intend to come. And if your plans change, update your RSVP asap, even hours before the walk. This is basic courtesy towards others. Repeated late cancellations are not well considered (at all). No-shows are even worse. Do not show up for a hike unless you are on the “going” list. ●● Acknowledgement of member responsibility and release of liability: You are responsible for yourself and should be fit enough if you want to take part. As the participation in the events 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. By signing up for this event, you agree to release the organisers from any responsibility and liability. Moreover, the organisers aren't tour operators, so they don't feel obliged to answer to every text message or email!

WHERE. PETSANA SCHUMAN HOTEL LOUNGE WHAT WE PLAY. We play social interaction games : Dixit, Codenames, Werewolf, Secret Hitler, Exploding Kittens, Bang...They are fun to play with and easy to learn. We gather on Mondays for strategic games, but you are free to play strategic games on Thursdays and Saturdays as well. SCHEDULE. We will gather at 7 PM and have the introduction round at 7:15 PM. If you want to come later, don't hesitate. See the host, who will try to arrange it so you can find a table. You may have to wait for a game to finish to join the next game. WHAT TO BRING. As usual, a good vibe ! we will play the games that people bring. Don't hesitate to mention them in the comments. When the location is in the park, you can also bring snacks and drinks and something to put under your royal buttocks because the lawn is sometimes a bit wet. DRINK AT THE BAR. You are encouraged to order at least one drink during the event and pay for it yourself at the bar. The meetup is Free, but the venues like Us more when they have some business😇 EVENT REGISTRATION. Please register for adequate venue planning and security measures. Don't forget to add it to your calendar, So you don't miss an event you registered for. WHEN THERE IS A WAITING LIST. Please, out of respect for people on the waiting list, don't cancel later than 7 PM the day before so they can plan their evening correctly. If you are on the waiting list, please cancel your attendance if you can no longer come for the same reason. SUGGESTIONS. Don't hesitate to write with comments or suggestions! Take care and see you soon!

Let's meet to write ! Schedule : 11:00 - 11:30 am : Presentation tour. Share briefly with the group about your project and your "goal of the day". 11:30 - 13:30 : Let's write ! 13:30 : Conclusion tour. Did you achieve your goal of the day ? See you soon !

Hi everyone, This coffee morning event is @ **Château Moderne**, on Saturday, is 28 February 2026, from 10:00 - 13:00. **Château Moderne will be changing its name to Radio Moderne!** 1. The **prime time** of the event is **10:30 - 12:30**. That's when most people will be there. 2. When you enter the place, you will see a long table that is set up for the event. 3. If you intend **to join past 12:00** (high noon), then there is no need to register. Just come and join! 4. **DON'T forget to cancel** if you can't join! 5. **Please, be respectful towards each other during the event. (And after ;))** **As always, feel free to follow us on INSTAGRAM!** https://instagram.com/weekendmorningcoffee?igshid=OGQ5ZDc2ODk2ZA== *** **THE STRUCTURE of THE EVENT:** * I post the event on Saturday/Sunday for the following Saturday. * I send out a reminder as an email or a comment on the event page on Thursday/Friday. * There is sometimes a waiting list. * **For everyone on the waiting,** please check your status and messages on Friday evening the latest. I message everyone on the waiting list on Friday. * **Please, move to "not going" AS SOON AS you know that you can't come anymore, that includes everyone who is on the waiting list.** **IMPORTANT:** * When you register yourself, be careful not to register accidentally a +1 guest (unless you bring a guest). It happens very often. * If you have any questions then, message me. *** **A MESSAGE FOR NEWCOMERS:** *In the three years of hosting this coffee group, I have met many people who struggle with anxieties when coming to an event for the first time. Sometimes, it took them more than one attempt before being able to join.* *Occasionally, people reach out to me before the event, and I have always been grateful for that as it offers the opportunity to communicate with each other and to find the best and most gentle way for that person to join the group.* *I would like to encourage everyone who struggles with this to contact me before. It would really be too bad if you can't join us, as it mostly gets better the second or third time you come.* *In addition to that, if you arrive and notice any signs of nervousness or fear, you can always let me know right then.* **THANK YOU AND SEE YOU ALL ON SATURDAY!** **LOCATION:** Château Moderne Mont des Arts 1 1000 Bruxelles

## 🏃‍♂️ Sunday Run : The Green Lungs of Uccle (16km) **Kick off your Sunday with the Brussels Runners!** Whether you’re a long-time regular or this is your very first time joining, come find your rhythm with us. This week, we’re leaving the cobblestones behind to explore the hidden valleys and leafy heights of Uccle. ### 📍 The Route: From Pavilions to Plateaus We’ll start at the **historic white Pavilions** (Bois de la Cambre) and head south into a side of Brussels. Our journey is a "greatest hits" of Uccle’s nature reserves: * The rolling greens of **Parc de Wolvendael** * The wilder paths of **Keyenbempt & Kinsendael** * The sweeping views of the **Engeland Plateau** * The tranquil **Parc de la Sauvagère** We’ll loop back through the Bois de la Cambre to finish a beautiful **16km circuit** on a mix of pavement and soft park paths. ### 📋 The Essentials * **Distance:** \~16 km * **Pace:** Strictly **6:15 min/km**. This is a steady, social effort—perfect for building endurance without the burn. * **Meeting Point:** At the **2 white Pavilions** (Entrance to Bois de la Cambre). * **Bag Drop:** Available on-site—run light! * **Post-Run:** Join us for a post-run "rehydration" (coffee or something colder) at **Café de la Presse** to swap stories and weekend plans. ### 👟 Why join? This is a **no-drop social run**. We’re here for the community, the conversation, and the consistent miles. It’s the ultimate way to discover Brussels’ "green lungs". **Acknowledgement of member responsibility and release of liability.** 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. Questions and comments are welcome.

Join us for a magical **spring getaway** to one of the most romantic spots near the Belgian border in France- a journey through **majestic ruins**, an **enchanting castle**, and a **storybook village**. We’ll wander through **ancient ruins and a chapel** surrounded by forests, share a **friendly picnic by a lakeside**, and visit the stunning **Château de Pierrefonds** - whose entrance is free on the first Sunday of the month! The day will end with an **apéro among new friends**, the perfect close to the first spring day of the year ### 🌅 **Program Highlights** ☀️ Picnic by a serene lakeside (bring your own lunch) 🏰 Visit of **Château de Pierrefonds** 🏛️ Visit the Louvre Lens museum (The Louvre-Lens is a minimalist, glass-walled satellite of the Paris Louvre near the Belgian border that displays world-class masterpieces chronologically in a single, vast "Gallery of Time.")

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.

Come chat about Atlassian tools and best practices at the Reynoldsburg Sunny Street Cafe and Breakfast is on Atlassian! Let's get the day started off with breakfast with your ACE Leaders! We're always excited to talk about Atlassian Products, share our knowledge and hand out swag! Come chat with us about new product news and anything you are working on within the Atlassian product stack. This is a great opportunity to come see what we are all about, hear new business news and share with other Atlassian users your questions and experiences. We'd love to see new and old friends come out to chat and learn about Atlassian! Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. Partner Atlassian --- For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-rise-and-shine-with-atlassian-reynoldsburg-4/.

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

**The idea for this group is to build a community where men can gather together and build connections & learn and grow from each other.** How we start each meeting is by each of us checking in with our "roses and thorns" aka what are the good things and the bad things going on in your life recently? Then we will go into a topic discussion. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **COMMUNITY AGREEMENTS** \*\*THERE WILL BE A ZERO TOLERANCE POLICY FOR NO-SHOWS. IF YOU RSVP TO A MEETING AND FAIL TO SHOW UP WITHOUT NOTICE, YOU'LL BE REMOVED FROM THE GROUP. THIS IS TO PRESERVE THE INTEGRITY OF THE GROUP\*\* 1. Confidentiality - EVERYTHING that is shared NEVER leaves this space so that this space remains safe and sacred. There is a zero tolerance policy for this. If a man is in violation of this, they will be permanently removed from the group. 2. Non-Judgement - we respect and honor every man’s truth so that we may receive the same from others. While we may not agree on everything, we commit to respecting every man’s perspectives and engaging in honorable discussion with one another. 3. Be committed - honor your commitment to this group and to yourself. If you attend a meeting, please commit yourself fully to the meeting. Also be committed to your own journey. When we fail, we own it & clean it up. 4. Speak from the heart - this is NOT a space to “look good”, have the “right” answers, and have it all together. Relax and know you are not alone. Be exactly who you are within the safety of this space. 5. Be supportive - This means always willing to provide encouragement to your fellow men, encourage action and momentum in each other’s lives.. Be willing to challenge each other. Be willing to hold each other accountable. 6. Participation - what you receive from this community will be a reflection of what you put into it. Period. We ask that you share your perspectives, reflect on others, and give/receive support when and where it’s needed.

The Humanist Monthly Program is our longest running event and still a community favorite. In the old days it used to be called "Going to HCCO" and we still like to think of it as our flagship event. Food and drinks will be provided at the event. Feel free to show up a little bit early to hang out and talk. Our March speakers are Molly Gaines and Zack Parrish, co-organizers of the Secular Education Association: They will share their story of how a small group of Ohio parents grew into a national organization tracking released-time religious instruction and other church–state issues in public schools. The presentation will cover SEA’s early wins and hard lessons, what we’re seeing nationally right now, and how local advocates can play a meaningful role in protecting public education. Attendees will leave with a clearer understanding of the landscape — and practical ways to get involved. Going forward our meetings will be hybrid. You can meet us in-person or attend online Join Zoom Meeting [https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1](https://us02web.zoom.us/j/87836564953?pwd=4Mi57ElZkDIFlb1fnlNwOJ0NiOK4tP.1) Meeting ID: 878 3656 4953 Passcode: 760812 One tap mobile +19292056099,,87836564953#,,,,\*760812# US (New York) +13017158592,,87836564953#,,,,\*760812# US (Washington DC) The formal presentation will start at noon

Excited to share that AWS Cloud Club's first meeting will take place on Thursday, February 26th at 5pm - 6pm! We’re collaborating with [Big Data & Analytics Association](https://www.linkedin.com/company/big-data-analytics-association/) to host [Alok Jha](https://www.linkedin.com/in/alok-jha-42abb928/), Head of Product Management for AWS Intelligent Application Protection at Amazon Web Services, for a tech talk + Q&A on his journey in leading cutting-edge innovation in industry. If you’re interested in cloud, cybersecurity, AI, or product management, this is a session you won’t want to miss. Make sure to join our Meetup and GroupMe to stay up to date for future events and collabs!

**[No Surprise, ... YET]** Let's get together and **WORKSHOP** about Job Searching and Career Management. Here are some of the content areas we can cover - expect this to change. * Using AI effectively (search, resume). * Job Search Tooling (i.e. TopResume, Job-Squid). * Resume / LinkedIn Review * Practice Interview * Practice Elevator Pitch ***Bring your laptop and expect to write some (non-AI-generated) code!*** Food and drinks will be available. **LOCATION:** 6515 Longshore Loop, Suite 300, Dublin, OH 43017 **FREE PARKING:** 6725 Longshore Street, Dublin, OH 43017

The March Ohio North Database Training user group meeting will be held on **March 3rd, 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/l/meetup-join/19%3ameeting_YTg3MTY3NzItODI3OS00MTRjLTgzYTItYTBlMjY5NTQ5MzU4%40thread.v2/0?context=%7b%22Tid%22%3a%22b966f302-6b93-4686-9041-c084635642c5%22%2c%22Oid%22%3a%2278c760cb-657f-46aa-bd2f-7066d9403bdb%22%7d)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 ### **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.