Applied Statistics

**Join us for an intense evening combining learning, collaboration, and competition — all inside the AWS Console.** AWS user groups from Europe, in partnership with AWS, are proud to present AWS Community GameDay Europe. This large-scale, synchronized event is a unique opportunity to test your AWS skills in a fun, engaging, and hands-on environment. **What is an AWS GameDay?** An AWS GameDay is a gamified learning event where participants are challenged to use AWS solutions to solve real-world technical problems as a team. Unlike traditional workshops, GameDays are open-ended and non-prescriptive, giving participants the freedom to explore and think outside the box. **🧩 A custom set of challenges makes this GameDay one of a kind.** **Get hands-on with AI, security and cloud-native challenges — no slides, no tutorials.** **🔧 Practical information** * Teams: 2 to 4 players — come with your team or we’ll form one on site * Equipment: Your trusty laptop (internet connection provided) * Food & drinks: Snacks, beverages, and a light meal available * AWS account: Provided on site, no personal account required * Game duration: Around 2 hour of competition between local and international teams * Timing: This is a synchronized international event connected via a shared live stream across all participating locations. To ensure a smooth experience, the GameDay will start on time. **🎯 Who is this for?** The event is open to anyone with a general knowledge of AWS — no expert level required! **🕒 Agenda** * **17:30 – 18:00:** Arrival & team formation * **18:00 – 18:20:** GameDay introduction on the stream * **18:20 – 20:30:** Game play * **20:30 – 20:45:** European closing ceremony — prizes for the top teams * **20:45 - 21:30 :** Networking **Check the participating User Groups here:** **[https://www.awsgameday.eu/](https://www.awsgameday.eu/)** **🤝 Join the community** * By confirming your participation, you agree to our Code of Conduct. * Follow our [LinkedIn page ](https://www.linkedin.com/company/104414813) * Join [WhatsApp](https://chat.whatsapp.com/IKa1hKzsjY1HnnWXK82oUD) to locally connect before and after the event! **🎉 Sponsorship** We’re thrilled to be hosted this time at by AWS Belgium at their AWS Brussels Office, with drinks and foods 🎥 Photo & video recordings Please note that photos and recordings taken during the event may be used for future promotional purposes. We look forward to seeing many of you there! Your Meetup organizers

English Stand-Up Comedy Club Presents: Jonis Josef – Winner of the Stand-Up Comic of the Year, the Gullruten (the Norway’s Emmy) AND the Norwegian Comedy Award. Jonis will be performing his full show Cactus. Tickets: [English Stand-Up Comedy Club Presents: Jonis Josef](https://www.lekings.be/event/english-stand-up-comedy-2/) This marks his bold English-language debut: a sharp, funny, and deeply personal show about identity, love, and growth. When it premiered in Norway, critics raved. NRK (the Norway’s BBC) gave it a perfect 10 out of 10, calling it: “Something the white majority not only should see but must see — I insist. Cactus is beautifully written and composed and delivered by one of Norway’s very best stand-up comedians.” With razor-sharp writing, global perspective, and fearless honesty, Jonis Josef delivers a stand-up experience you won’t forget. After all, how often do you get to see a Black comedian from Norway light up the stage? He’s conquered Norway — now it’s time for the rest of the world to discover him. Neil Sinclair introduces this event - Seats are limited. Reserve your place — **Plus!** Neil Sinclair will introduce this amazing night of comedy. Instagram: [english_stand_up_comedy_club](https://www.instagram.com/english_stand_up_comedy_club/) Instagram: [Jonis Josef ](https://www.instagram.com/jonisjosef/?hl=en)

Brussels is a hub for international ambition, but standing out requires a clear strategy. Join us on Tuesday, 17 March to connect with world-class education providers and industry experts in the heart of Europe. We are hosting Amy Duckworth, a renowned admissions strategist, for live profile audits. Whether you are applying for a Master's or an MBA, Amy will help you refine your narrative to appeal to the world’s most elite institutions. * **Discover Master’s fair:** talk to Bocconi, St. Gallen, and dozens of others about global placement rates and international career paths. * **Connect MBA event:** for those with 3+ years of experience looking to scale up. Engage in pre-scheduled 1-on-1 conversations with top MBA programmes to find your perfect fit. **Practical Info** **Why attend?** Live panels on the future of work and 1-on-1 coaching opportunities. **Scholarships:** exclusive access to a $45,000 fund. **Note:** entry is free, but you must register in advance. Slots with Amy and the admissions directors are limited - first come, first served. [Secure your spot](https://bit.ly/4cBGpC9) [Sign up for 1-on-1s](https://bit.ly/4aFDCFG)

We do cycles of 4-6 weeks, with a progressive load, and a recovery week at the end of the cycle. Session: * 10 - 20’ warm up (easy run and drills) * Core session (ie. 6x5' - 2' recovery) * Cool down We run together during Warm-up, and cool down and tey to regroup during recovery time. Paces are not imposed (everyone runs at his/her own pace) given the intensity suggested. Notes: It's NOT required to have an activity tracker or smart watch to be able to follow the session, as I'll be giving signals with a whistle. Intervals training is not advised for total beginners. To have an idea, the average pace at the warm up is around 5'45"/km-6'15"/km so this pace should feel very comfortable ***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.

A relaxed afterwork aperitivo for women who want to talk honestly about dating, standards, and how to recognize quality men without wasting time. Hosted by **Alis**, a Thai woman living in Brussels, together with her boyfriend, bringing both female and male perspectives into the conversation. No clichés, no fairy tales. Real dynamics, real experiences, real strategies. ## **FORMAT** * Small, curated group * Open discussion with structured topics * Female perspective (Alis) + male perspective (her partner) * Honest, direct feedback ## **RULES** * Zero tolerance for disrespect, pressure, or inappropriate behavior * No recording, no screenshots * Discretion is expected * The host reserves the right to refuse participation *** ## **EXPECTATION** If you’re here to play games or seek validation, this is not for you. If you want clarity, honesty, and better outcomes, you’ll get value.

Hello! This is a meet-up to play tennis from 2 pm to 4 pm on Sunday. Meeting is on the courts. The courts are booked under the name Jean-Marc. This event is for intermediate and advanced players and not organised for novice players or beginners. Please make sure to bring the exact sum of 10 € in cash. The event is non-commercial. This sum covers the cost of the courts reserved. The organizer is not there to make money out of you. Ladies are encouraged to join. If anyone wants to drop out, they should do it on Saturday morning, not on Sunday the day of the meetup, another wise it would be too late to find a replacement in time or to cancel a court in time with reimbursement. If you don't do this, you will be asked by the organizer to reimburse your participation fee. If this happens too late then those who have cancelled after Saturday morning will have to cover the extra cost for reserving the courts. In the past meetups, it happened too many times that we were an oneven number and because of that all those present had less fun to play. If you don't show up without giving a written excuse in time, the first future participation will be cancelled and you will be asked to reimburse the participation fee. If it happens too many times you will not be able to participate anymore. In case if we are an uneven number of players, then the last player (except the host of course who has to collect the money) can leave or persuade other players to play with him or her. Of course if the last player leaves, then he or she doesn't have to pay the participation fee. If this player leaves, he or she will be added on a future event by the host or organizer in the participation list if the player is far away in the waiting list. This is the advantage of leaving on a voluntary basis;-). We operate on the principle of Fair Play as we do not have umpires or referees. Any disputes or disagreements over line calls or scores should be resolved immediately on the court and, when agreement is not possible, the point or game should be replayed. To be able to replay the game, 3 players need to agree on that without manipulation of the one who disputes an entire game, anotherwise injustice could occur where in the end possibly the biggest cheater could win... This situation applies also, if the host or the organizer is involved. When one of the players still doesn't accept this compromise, then it should be reported (meetup message by preference) to the organizer or host of the meetup event. One of the consequences could be that the first upcoming event could be cancelled by the organizer for the player who doesn't comply with the compromise to play the point or the game again. If the same player does that again for a second time, then the person will see 4 of his next tennis meetups cancelled. If this happens a third time with the same player, then the player in question will be banned from all future tennis meetups with an exclusion as a final result. Whenever there is a big problem, it should be reported as well to the organizer of the group so he can, if necessary, take actions to improve the situation for all the players. Please also note that if you are the first on the waiting list, you will automatically be moved up to the attendance list if someone pulls out. So if you are on the waiting list and see that you cannot attend, please also change your status to not going. If you would like to organize a meet up either this week or next week please get in touch with me, my name is Jean-Marc. It will depend on your initiatives to create more tennis meetups per week.

#### Do you feel nervous, tense, or disconnected when performing in front of others? Many singers struggle with stage fright, self-consciousness, or the fear of being seen and judged. You may notice tension in your body, difficulty connecting with your audience, or uncertainty about how to carry yourself on stage. Stage presence is not something you’re born with, it’s something you can develop. When your body feels safe and grounded, your voice becomes freer, your posture more natural, and your performance more authentic. **In this workshop let by our vocal teacher [Sandy](https://www.pacsonmusicschool.com/more-info-sandy), you’ll learn how to feel at home on stage and express yourself with confidence, presence, and calm authority.** Paid event: 35 Euro Registration and payment via this [link](https://www.pacsonmusicschool.com/events-1/stage-presence-confidence-owning-your-space-all-levels) Limited spots.

Hello, fellow testers! After a successful BREWTCON conference, we are returning back to business with a meetup in Brussels. **Program:** 18:00 - 19:00 --- Food & Talking 19:00 - 20:00 --- Maxime lets AI roast his tests 20:00 - 21:00 --- Open space This session will be hosted by **CeGeka** at their office in Diegem (near the train station). Food and drinks will be available. As always we value inclusiveness and learning, so everyone is welcome to attend (and to bring colleagues). Have something to share, don't hesitate to speak up. We love nothing more than to hear your experiences and share ours. **Open Space Topics** Bring your own broad range of topics or join those by others to dive deep into what challenges Software Testing and Quality Engineering truly deal with! If you have any questions on you can contact us via our WhatsApp community. See you on March 19! The BREWT Team

Hi everyone, This coffee morning event is @MIR Concept Coffee Store! Saturday, 21 March 2026, from 10:00 - 13:00. MIR opened its doors about 4 years ago, right off Place Jourdan. Doriana, the owner, is a super nice host, and is excited to have our group as her café. The café is very beautiful and has great coffee, and many yummy food options. Their Instagram channel: https://www.instagram.com/mirconceptstore/ **The address is:** MIR Concept Coffee Store Rue Gray 4A 1040 Etterbeek *** 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 gallery, it's either on the right-hand side or left-hand side of its hallway, depending which entrance you take. 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==](https://instagram.com/weekendmorningcoffee?igshid=OGQ5ZDc2ODk2ZA==) **THE STRUCTURE of THE EVENT:** * I will post the event on Saturday/Sunday evening for the following Saturday. * I send out a reminder to everyone on Friday. * There is sometimes a waiting list. * In case RSVP is closed (once there are 10-15 people on the waiting list), I might reopen it on Friday, depending on the number of cancellations in the meantime. * **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:** * **Please, be respectful towards each other during the event. (And after ;))** * 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!**

Are you the kind of person who happily spends the evening recharging at home with a book? Or the one who somehow leaves a party with three new friends and a plan for brunch next weekend? Introverts and extroverts often approach the world, and their relationships, in very different ways. Some people value quiet moments, deep conversations, and a small circle of trusted friends. Others thrive on social energy, group adventures, and the joy of bringing people together (sometimes adopting strangers along the way). But when it comes to friendship, do these differences actually matter? Join us for a lively and good-humoured debate as we explore the strengths, stereotypes, and surprising qualities associated with introverts and extroverts. Whether you recharge in solitude, in a crowd, or somewhere in between, come share your perspective! This debate will follow a British Parliamentary format with eight debaters split into four teams of two. Participants who wish to speak are highly encouraged to bring a paper and pen. You are welcome to participate even if you have no prior debating experience. ⚠️ Disclaimer: We aim for debates that are respectful, constructive, and welcoming. • Respect ideas and people: Listen actively, stay quiet while others speak, and debate arguments, not identities or beliefs. • Be concise and civil: Keep questions short and relevant; avoid hostility, hate speech, or discrimination. • Respect boundaries and time: No unwanted advances or suggestive behavior; arrive on time to avoid disrupting the debate. • Follow moderators: They guide the discussion and ensure fairness. Looking forward to seeing you there 😊

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

Hello, readers ! In March we are reading On The Calculation Of Volume by Solvej Balle. Please note that several volumes in this series have been published so far, but for this meeting we will just discuss Volume 1 (although you're welcome to read the others too if you want, of course). ***Please note our new venue - Maison de Quartier Malibran, Rue de la Digue 10, 1050 Ixelles - and our new start time of 11am.*** **Please keep your RSVP up to date** and happy reading!

**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: Type Annotations with John Cassidy 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

In this local meeting, you will discover knowledge that you can use to get over the past. The key to improving your personal motivation, self-confidence, and happiness is to get over your painful memories. When you become free of your past, you will be free from stress, anger, anxiety and depression. Studies show that negative emotions can affect your health. By being free of negative emotions, believe it or not, you will most likely even look younger, feel more energetic, and become healthier! Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is brought to you by the Dianetics and Scientology life improvement center.

A fun way to compare wines from two different countries at a time. House Wine is squaring off two countries' wines against each other each Thursday in March. March 12, March 19, March 26, and the Finals April 2nd. Meet and Greet format....show up after 7pm, pay your $15 at the cash register, get your wine glass, and enjoy. I will get a table reserved for the group. Remember, you may bring in your own food or takeout. Attendance is your agreement to the Group's Waiver of Liability terms. See our Group homepage for details. Parking is tough at House Wine; there is a municipal lot one-half block north of the shop and sometimes parking at the lot behind Jet Pizza, accessed by the lane between the east House Wine parking lot and the residence to the east.

Are you passionate about supporting other men on their mental health journey? We’re building a movement of virtual and in-person men’s groups across Ohio — and we’re looking for group leaders who want to make a real difference with us. As a group leader, you’ll create a safe space where men can connect, reflect, and grow together. Training and support are provided — you just need heart, presence, and a willingness to lead. **Apply now to lead a group in your area:** 👉 https://form.jotform.com/taketimespeakyourmind/sym-group-leader-application Speak Your Mind is a mental health non profit dedicated to bringing our community together to end the isolation that leads to mental struggle and suicide. Learn more about them here: https://linktr.ee/taketimespeakyourmind

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

**We'll have two meetings covering AI - this second one is for Positron** We will review which AI features are linked in for Positron, and how to use them. **Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures. **This will be a hybrid meeting - the Zoom session starts at 6:30 PM.** **Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation. **Zoom information:** https://us06web.zoom.us/j/86862937929?pwd=woa95D1r85dobjqxQ07NfBLNdTa9hc.1 Passcode: 705462 **If you can't get in, please call me at: 734 223-3307** **Document source:**

Join us as we get together to see Ryan Gosling and Sandra Huller in the highly anticipated sci-fi adventure, PROJECT HAIL MARY! The film is based on the best-selling novel of The Martian and follows a man who awakens on a spacecraft before realizing his mission to save Earth. Here’s a description, trailer and plan for this event: DESCRIPTION: A science teacher wakes up on a spaceship, light years from home with no recollection of who he is or how he got there. As his memory returns, he begins to uncover his mission to save the Earth. The film is directed by the filmmaking due Phil Lord and Christopher Miller (21 and 22 Jump Street, Into and Across the Spider-Verse) and is based on the 2021 novel by Andy Weir (The Martian). The film stars Ryan Gosling, Sandra Huller (Anatomy of a Fall, The Zone of Interest), Lionel Boyce, Milana Vayntrub and Ken Leung. TRAILER: https://www.youtube.com/watch?v=5VYsnngkS_U BUZZ AND REVIEWS: The buzz and reviews for PROJECT HAIL MARY are off-the-charts good! The film is earning a 95% Certified Fresh rating on Rotten Tomatoes, where critics call it an “old school blockbuster crowd-pleaser” and “a new sci-fi classic!” It’s “deeply hopeful,” well-acted,” funny,” “dramatic,” and “exceptionally rousing throughout!” Others call it “something truly magical” and one that “we’ll be talking about this one for decades to come!” And I believe Slashfilm says it best: “It will lift up and squeeze your heart, crack you up with laughter, and give you a sense of hope and wonder in a way that few movies have been able to inspire.” MOVIE PLAN: Please purchase your ticket for the 2:30pm SuperScreen DLX showing and meet in the lobby area between 2:05 and 2:15pm! Tickets already on sale and will likely move fast for this hot ticket / opening weekend showing so advance ticket purchase as soon as possible is advised! Once you have yours, please list your seat number in the Comments section of this event. As a head’s up, this is a longer movie at 2hrs 36mins. DINNER PLAN: Dinner immediately following the movie at 5:30pm at group favorite, FUGU SUSHI, located just next door! Separate RSVP required for the Dinner / Movie portions of this event. An RSVP here means you're signed up for the MOVIE! This portion will be open as long as seats remain. If you also plan to join for dinner, please also RSVP in the separate event listing for the dinner portion of this event. Should be a good one, Dan