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Enjoy a live jazz concert while you eat or have a drink. The best way to end the week! Free entrance but you are welcome to tip the band! En Ocaña tenemos jazz en directo todos los domingos! La mejor forma de terminar la semana. La entrada es libre y a taquilla inversa! A Ocaña tenim jazz en directe tots els diumenges! La millor forma de tancar la setmana. Entrada lliure amb taquilla inversa.

*[Debajo en español] Follow us:* [📸 ](https://www.instagram.com/bcnfriendslang/)**[@bcnfriendslang](https://www.instagram.com/bcnfriendslang/)** Hi everybody! This Sunday Speed-Dating for singles from 25 to 47 years old living or staying part of their time in Barcelona or near! Come to our express dating event! This activity is open to all nationalities. You will have option to talk one-to-one to different people. We have different groups for this game depending on your age. Talk to organisers so you can go to the group that best fits for you. Groups: 25-35 and 36-47. 🌟 Weekly Singles Evening in Barcelona. Meet real people, have a drink, enjoy 7 mini-dates at least, and discover real chemistry 🔥 ✅ Confirmed every Sunday ✅ Spots limited to keep balance ✅ Last week: **5 mutual matches!** Join us and make Sunday your favorite day 😄💘 Reserve your spot now, payment secures your seat. **Book your ticket here and show your QR code at the entrance**: https://www.eventbrite.es/e/first-dates-express-25-35-36-47-in-barcelona-at-alice-secret-garden-tickets-1964814677592 Only once you pay you will have your seat for the event. If you just get enrolled on Meetup, you do not have your spot. **It is mandatory to order at least one drink per person.** A beer costs between 3 and 5 euros. **Casual dress is required: no flip flops, beach shorts or gym gear please.** **STARTING TIME: Girls at 19.45h. Guys at 20.00h** **How does the event work?** * **Welcome** → Guests arrive and register. Hosts welcome you. You will receive a sticker to write your name and stick it on your chest. This will help to remember all names. You will also have a pen and a sheet of paper just exclusively for you where you need to write the names of all the dates you will have and comments just for yourself. You may find in the sheet the number or letter of the table you need to sit at the beginning. Go to the waiting area that the organizers will tell you. At the end of the event it is important that you scan the first QR CODE on your sheet and there will have to fill in your contact information: name, phone number, instagram, mail... and the name of the three people you like the most (It is a good idea to write all the names in the sheet as long as we are having the dates, and at the end just crossed out all except for the 3 we like the most). In the form we will also appreciate your feedback either good or negative to improve the event. You can grab a drink, nip the loo and relax in the indicated area. We ask the girls to come 15 minutes earlier than guys to start sitting them. In general we organise two or three groups divided by age range, but it depends on the number of participants. During the rounds a waiter/waitress will come just in case you need a refill! * **Icebreaker activity** → Depending on the day we have an ice-breaker activity for each group which consists in answering questions to start getting to know all participants. * **Rounds Begin** → Each participant has a mini-date (7 minutes) with another person. You may find ice breaker questions on the table in case you need them to help start enthralling conversations. * **Rotation** → At the signal (host announcement or gong), the guys move to the next partner. The rotation is always following the order of the numbers or letters you will find on the table: A,B,C,D,E,F... 1,2,3,4,5,6... When you get to the last number you will jump to the first one. Same with letters. Boys will be stand up 30 seconds to take notes and girls will remain sitting in same position. * **Half-break** → There is no half-break but if you want to pause, just ask the host if you can skip a round of 7 minutes so you can order drinks or food, go to the can or just relax at the garden. * **End of Rounds** → At the end we usually gather at the garden to have a drink. Like this you still have time to talk to people and make your decision. * **Fill the sheet** → Participants indicate who they’d like to see again. Maximum 3 names. It is important to scan the first QR code in your sheet to fill the form. We could increase the number of names voted but here we are **looking for the real sparkle. You can vote until monday at 18h!** * **Results** → **On tuesday in the morning**, the organizer shares mutual matches privately after the event by Meetup message or mail. Please check your SPAM FOLDER. If you get a match, you will receive your match's contact information. In order to create a good atmosphere it's very important that in your profile you have a clear picture of you. If you do not have a picture of yourself, you will be kindly moved to waiting list. Even if you see waiting list try to get enrolled as I Will be accepting to keep a balance men/women. It helps to create a better ambience. **If you get enrolled and pay and in the end you can not make it, please inform us before the last 48 hours of the event. Otherwise you won't either be given the refund or scheduled for another day.** You are expected to respect and behave properly. Be polite with everyone. Otherwise the organization may decide to expel you from the event and prevent you from participating any other days. If everyone detects a suspicious behaviour, please inform immediately any of the hosts. For people older than 24! By getting enrolled to the event you accept to appear in pictures than could be published. If you don't feel like it, contact me. Liability Disclaimer By attending this event, participants acknowledge that they do so voluntarily and at their own risk. The organizers, hosts, and venue assume no responsibility or liability for any injury, loss, damage, theft, or other incident that may occur before, during, or after the event. Participants are solely responsible for their own safety, belongings, and conduct. By joining the event, attendees agree to release and hold harmless the organizers, hosts, and venue from any claims, liabilities, or expenses arising from participation in the event. \-\-\- ¡Hola a todos! Este domingo tenemos **Speed-Dating** para solteros de **25 a 47 años** que vivan en Barcelona o estén pasando parte de su tiempo aquí o cerca. ¡Ven a nuestro evento de citas express! La actividad está abierta a todas las nacionalidades. Tendrás la oportunidad de hablar **uno a uno** con diferentes personas. Tenemos diferentes grupos por edad. Habla con nosotros para ver en qué grupo te sientes más cómodo: 25-35 y 36-47. 🌟 **Velada semanal para solteros en Barcelona.** Conoce gente real, toma algo, disfruta de **al menos 7 mini-citas** y descubre si surge la química 🔥 ✅ Confirmado cada domingo ✅ Plazas limitadas para mantener el ratio chicas-chicos ✅ ¡La semana pasada: 5 matches mutuos! Únete y haz del domingo tu día favorito 😄💘 Reserva tu plaza ahora; el pago asegura tu asiento. **Reserva tu entrada aquí y enseña el código QR en la puerta:** https://www.eventbrite.es/e/first-dates-express-25-35-36-47-in-barcelona-at-alice-secret-garden-tickets-1964814677592 Es muy importante que, al pagar, pongas en la **descripción** tu **nickname o nombre de Meetup** para poder identificarte fácilmente. **Solo cuando pagues tendrás tu plaza confirmada.** Si solo te apuntas por Meetup, **no** tienes asegurada la participación. Es obligatorio pedir **al menos una consumición por persona**. Una cerveza cuesta entre 3 y 5 euros. Se requiere un estilo casual: no se permiten chanclas, pantalones de playa ni ropa de gimnasio. *** ## **HORARIO DE INICIO** 👩 Chicas: **19:45h** 👨 Chicos: **20:00h** *** # **¿Cómo funciona el evento?** ### **Bienvenida** Los participantes llegan y se registran. Los anfitriones os darán la bienvenida. Recibirás una pegatina para escribir tu nombre y pegarla en el pecho (ayuda a recordar los nombres). También tendrás un **bolígrafo y una hoja** exclusiva para ti donde escribirás los nombres de tus citas y tus comentarios personales. En la hoja podrás tener el número o letra de la mesa donde deberás iniciar el juego. Ves a la zona de espera indicada por los organizadores. Al final del evento es **muy importante** escanear el **primer QR** de tu hoja para rellenar el formulario con tu: * nombre * número de teléfono * Instagram * correo electrónico * **los tres nombres** de las personas que más te han gustado *(Es buena idea escribir todos los nombres durante las citas y al final tachar todos excepto los 3 que más te gusten.)* En ese formulario también puedes dejar tu feedback para mejorar el evento. Mientras esperas puedes pedir una bebida, ir al baño y relajarte en la zona indicada. Pedimos a las chicas que lleguen **15 minutos antes** para poder sentarlas antes de que lleguen los chicos. Generalmente organizamos dos o tres grupos por rangos de edad, dependiendo del número de participantes. Durante las rondas, un camarero pasará por si necesitáis pedir algo. *** ### **Actividad para romper el hielo** Dependiendo del día, hacemos una actividad para romper el hielo que consiste en contestar una serie de preguntas por grupos que sirven para conocer un poco más las diferentes personas antes de empezar las rondas de speed dating. ### **Inicio de rondas** Cada participante tiene una mini-cita de **7 minutos** con otra persona. Podrás encontrar preguntas para romper el hielo en la mesa que podrás usar si tu deseas para empezar una buena conversación. ### **Rotación** A la señal del anfitrión (campana o gong), **los chicos se mueven** a la siguiente mesa. La rotación es siempre siguiendo el orden de los números o letras que se encontrarán en las diferentes mesas: A,B,C,D,E,F... 1,2,3,4,5,6.... Al llegar a la última letra, se irá hacía la primera. Lo mismo aplica con los números. Los chicos se levantan 30 segundos para tomar notas; las chicas permanecen sentadas. ### **Pausa** No hay pausa general, pero si quieres descansar una ronda de 7 minutos, puedes pedir al anfitrión saltarte una ronda para pedir bebida, comida, ir al baño o relajarte en el jardín. ### **Fin de rondas** Al terminar, normalmente nos reunimos en el jardín para tomar algo. Así puedes seguir hablando y tomar tu decisión final. ### **Rellenar la hoja** Indica los nombres de **máximo 3 personas** que te gustaría volver a ver. Escanea el **primer QR** y rellena el formulario. Podríamos ampliar a más nombres pero aquí realmente **estamos buscando la chispa real**, por eso el límite es de 3 nombres máximo a votar. Tenéis hasta el lunes a las 18h para votar. ### **Resultados** El **martes por la mañana**, el organizador enviará los **matches mutuos** de forma privada por mensaje de Meetup o correo, por favor revisar la bandeja de SPAM. Si tienes un match, recibirás la **información de contacto** de esa persona. *** # **Normas importantes** * Es fundamental que en tu perfil tengas **una foto clara de ti**. Si no tienes foto, te moveremos a la lista de espera. * Aunque veas lista de espera, apúntate igualmente: ajustamos para mantener **equilibrio chicos/chicas**. * Si te inscribes y pagas pero no puedes venir, debes informarnos **48 horas antes del evento**. En caso contrario, no habrá reembolso ni cambio de fecha. * Debes respetar el código de conducta estándar y la educación con todo el mundo. La organización se reserva el derecho de expulsar del evento inmediatamente a quién esté incumpliendo las normas. Si algún participante detecta algún comportamiento sospechoso de otro, por favor, que informe en seguida a alguno de los organizadores. *** ## **Para mayores de 24 años:** Al apuntarte al evento aceptas aparecer en fotos que podrían publicarse. Si no quieres aparecer, por favor, contáctanos. Exención de responsabilidad Al asistir a este evento, los participantes reconocen que lo hacen de forma voluntaria y bajo su propia responsabilidad. Los organizadores, anfitriones y el establecimiento no asumen ninguna responsabilidad por cualquier lesión, pérdida, daño, robo u otro incidente que pueda ocurrir antes, durante o después del evento. Cada participante es responsable de su propia seguridad, pertenencias y comportamiento. Al participar en el evento, los asistentes aceptan eximir y mantener indemnes a los organizadores, anfitriones y al establecimiento frente a cualquier reclamación, responsabilidad o gasto derivado de su participación en el evento.

Hola! Ven a aprender Astrología de forma creativa y entretenida mientras compartes una rica merienda en compañía de personas tan curiosas como tú. Regálate un momento para descubrir algo nuevo sobre ti! Si tienes ganas de descubrir los fascinantes secretos de la Astrología y te gusta compartir en un entorno natural y cercano, este grupo es para ti. No hace falta tener conocimiento previo, solo una mente curiosa y un corazón abierto a explorar este mágico universo. Qué haremos en nuestros encuentros? Nos reuniremos los domingos de 17:30 a 19:30 en un entorno natural para aprender, divertirnos y compartir juntos. En cada uno de los encuentros semanales haremos: \* Una bienvenida y ronda de presentaciones. \* Sesión de juegos astrológicos. \* Merienda (Cada uno de nosotros está invitado a aportar algo de comida para compartir). \* Charla astrológica. \* Espacio de preguntas, conclusiones y despedida. Y que nunca falte la espontaneidad... Anímate a ser parte de este nuevo grupo astral! \*\*\* Aportación voluntaria de 5 €. __________________________________________________________ Hola! Vine a aprendre Astrologia de forma creativa i entretinguda mentre comparteixes un bon berenar en companyia de persones tan curioses com tu. Regala't un moment per descobrir alguna cosa nova sobre tu! Si tens ganes de descobrir els fascinants secrets de l'Astrologia i t'agrada compartir en un entorn natural i proper, aquest grup és per a tu. No cal tenir coneixement previ, només una ment curiosa i un cor obert a explorar aquest univers màgic. Què farem a les nostres trobades? Ens reunirem els diumenges de 17.30 a 19.30 a un entorn natural per aprendre, divertir-nos i compartir junts. A cadascuna de les trobades setmanals farem: \* Una benvinguda i ronda de presentacions. \* Sessió de jocs astrològics. \* Berenar (Cadascú de nosaltres està convidat a aportar una mica de menjar per compartir). \* Xerrada astrològica. \* Espai de preguntes, conclusions i comiat. I que mai no falti l'espontaneïtat... Anima't a ser part d'aquest nou grup astral! \*\*\* Aportació voluntària de 5 €. __________________________________________________________ Hello! Come learn Astrology in a creative and fun way while sharing a delicious snack with other curious people like yourself. Treat yourself to a moment of self-discovery! If you're eager to uncover the fascinating secrets of Astrology and enjoy sharing in a natural and friendly setting, this group is for you. No prior knowledge is necessary, just a curious mind and an open heart to explore this magical universe. What will we do at our meetings? We'll meet on Sundays from 5:30 to 7:30 pm in a natural setting to learn, have fun, and share together. Each weekly meeting will include: \*A welcome and introductions. \*Astrological games. \*Snack (Everyone is welcome to bring something to share). \*Astrological discussion. \*Q&A session, conclusions, and farewell. And let spontaneity never be lacking... Come and be part of this new astral group! \*\*\* Voluntary contribution of €5.

Workshop: Paint Your Own Mandala in Dot Painting & Cup of Tea 🌿 Treat yourself to a moment just for you and step away from the daily rush 🌿 In this workshop, you’ll be invited to explore the art of dot painting while creating your own mandala, point by point, in a calm and welcoming atmosphere. No experience needed — just an open mind and the disposition to enjoy the present moment. 🎨 A relaxing experience to unwind and flow 🖌️ All materials included ✨ Take home your own mandala as a reminder of this peaceful moment Let yourself be guided by colors, dots, and creativity. We look forward to seeing you! [Get to know us here :D](https://www.instagram.com/oasis.colibri?igsh=MXNid2g3MWN2azVieg==) [Envianos un mensaje en Whats App :)](https://wa.me/message/6TUN57VE6T5HO1) Taller: Pinta tu propio mandala en dot painting 🌿 Regálate un momento para ti y desconecta del ritmo diario 🌿 En este taller te invitamos a sumergirte en la técnica del dot painting, creando tu propio mandala punto a punto en un ambiente tranquilo y acogedor. No necesitas experiencia, solo venir con la mente abierta y disposición para disfrutar del presente. 🎨 Una experiencia para relajarte y fluir 🖌️ Materiales incluidos ✨ Te llevarás tu mandala como recuerdo de este momento de calma

**[QUÉ ES EL SOFTCOMBAT?](https://youtu.be/Essu82NpRvc)** **[Qué es el Jugger? | El Jugger, qué es y cómo jugarlo](https://youtu.be/dfyrlQn14oM)** **[Qué es el LARP?](https://youtu.be/fB3FkxDZhBA)** El Softcombat és una activitat esportiva en la qual, mitjançant armes embuatades (conegudes com boffers), es recreen combats medievals, es practiquen jocs d'equip i s'aprenen moviments marcials de combat. El Rol en Viu consisteix a afegir-li una acció més teatral i dramàtica a aquests enfrontaments. Si t'interessa aprendre a combatre, emular les lluites de les teves pel·lícules favorites, lluitar amb espasa, subjectar un escut, dominar els secrets de l'equilibri de peus o fer fitnes d'un mode diferent; el Softcombat i el Rol en Viu són una activitat que has de provar. **És durant el matí de 11h a 13.30h quan major quantitat de participants es reuneixen. A la tarda, es queda (a vegades) un petit grup, però no es pot garantir la seva presència fins a les 18h, sobretot a l'hivern. Recomanem anar de demà.** *** **REGLES BÀSIQUES PER AL SOFTCOMBAT** **NORMATIVA I SEGURETAT** **la participació en un esdeveniment implica l'acceptació d'aquestes:** Per a garantir la seguretat dels participants, totes les armes alienes a seran testades prèviament, conservant-se el dret a admissió de l'arma o de l'usuari. Com tot esport de contacte, cal anar amb compte i apel·lar sempre al sentit comú i a la companyonia, en inscriure's en la nostra comunitat, el participant o tutors del participant accepten la total responsabilitat de qualsevol mal, lesió, pèrdua... que pugui succeir dins dels entrenaments. **La participació en un esdeveniment implica l'acceptació d'aquestes.** 1. No estan permesos cops **ni al cap ni en els genitals.** 2. **La/s ma/ns** que subjecten l'arma fins a la nina no són blanc vàlid. 3. **No es pot estocar,** només colpejar amb el lateral de l'arma. 4. **Abans de començar** qualsevol enfrontament, cal estendre les armes, procedir a una lleugera salutació mitjançant el xoc entre aquestes. 5. **Cuida del company** amb el qual entrenes. Vigila la seva esquena i advertir-li de forats, arbres, altres persones o altres irregularitats en el terreny. 6. **Abans d'emprar qualsevol propietat aliena**, demana permís al seu propietari. Si algú trenca l'equip d'una altra persona, el propietari pot reclamar una compensació econòmica pels materials. 7. Els **menors de 14 anys** hauran d'anar acompanyats d'un adult responsable. Els menors de 16 anys hauran de portar un document emès per un tutor responsable, eximint de responsabilitat als Organitzadors (o confirmar meetup conforme l'acceptació d'aquestes normes). 8. **L'Organització no es farà responsable** de cap mena de lesió, mal o ferida que pugui succeir durant els entrenaments. 9. Diverteix-te i gaudeix, és un gran esport. 10. **L'organització es reserva el dret a vetar** la participació als qui consideri, sense haver de donar explicacions. Sobretot davant persones que hagin demostrat de manera present o passada un comportament deshonest, vexatori o frau davant l'entitat, els seus membres o equip de direcció. 11. Amb la participació en les activitats de Softcombat Bcn Events Associació Cultural, es declara que l'interessat accepta la política de privacitat i tractament de dades personals concorde a la normativa vigent de la LOPD (UE 2016/679). La qual garanteix un tractament anònim i confidencial de les dades facilitades, excepte indicació explicita del signant. A més, garanteix que el seu ús només serà a mode de còmput de participants davant les autoritats legals territorials de manera numèrica, en cas que fos necessari. 12. D'igual mode, declara el seu consentiment perquè SoftBcn Events faci ús de qualsevol imatge, relacionada amb l'esdeveniment, amb la finalitat de realitzar promoció i difusió de la seva activitat a llarg termini. **MATERIALES PERMITIDOS** [https://www.youtube.com/playlist?list=PL5WPtm8uctCcPuc-lq_x7h-Uly9cjclOS](https://www.youtube.com/playlist?list=PL5WPtm8uctCcPuc-lq_x7h-Uly9cjclOS) **Conoce nuestras otras Redes sociales:** [https://www.facebook.com/SoftcombatBcn/](https://www.facebook.com/SoftcombatBcn/) [https://www.instagram.com/softcombatbcn/](https://www.instagram.com/softcombatbcn/) [https://www.youtube.com/softcombatbcnevents](https://www.youtube.com/softcombatbcnevents) [https://twitter.com/SoftBCN ](https://twitter.com/SoftBCN)

Let your attendees know what to expect, including the agenda, what they need to bring, and how to find the group.

**[Únete a nuestro grupo de whatsapp](https://chat.whatsapp.com/Cp2jyUS8Z9a0AsWJ1kbV0f)** ¿Te has dado cuenta de lo sofisticadas que pueden volverse nuestras excusas? Existe una forma de autoengaño especialmente peligrosa: **el autoengaño funcional**. No es evidente, no es torpe y no se siente como un problema. Al contrario: parece razonable, inteligente y hasta responsable. En este encuentro exploraremos cómo nuestra mente puede construir narrativas brillantes para mantenernos exactamente donde estamos. Veremos por qué las personas más reflexivas también pueden caer en este patrón… y cómo empezar a detectarlo en uno mismo. Un espacio incómodo, honesto y provocador para quienes sospechan que **pensar más no siempre significa avanzar más**. **aportación:** 5€ para gastos de organización. Te esperamos! :)

[Follow us on Instagram! ](https://www.instagram.com/bcnchatnchapters?igsh=aXkycTJsdTNzaHN3) 📷 [Join our WhatsApp group!](https://chat.whatsapp.com/HGcQUlOiwM69tuPm6hBwNt) 📞 Are you guilty of collecting books without finishing them? Struggling to carve out time to delve into that novel you started ages ago? Distractions abound or work piling up? Well, here's a beautiful opportunity: Dive into a unique experience with our Reading Party concept, as featured in the **NY Times**. Picture this: an hour of silent reading followed by lively discussions about the books we've brought along. It's not your typical book club—it's a chance to dust off those neglected novels and party with fellow bookworms! Join Barcelona Reading Party every **two Sundays** at **CRAI UPF** in **CIUTADELLA**. Sunday's is perfect for those who would like to relax before the new work week! Leave your phone on silent and immerse yourself in the joy of reading. Here's the plan: 📕 ***5:00 PM - Arrival*** Arrive early, chat with fellow book lovers, and perhaps snag the best reading spot. 👓 ***5:10 PM - 6:10 PM - Reading Time*** Quietly dive into your book of choice. Feel free to join in whenever you arrive. 📚 ***6:10 PM - 7:10 PM - Book Chats*** Engage in lively conversations about your current reads with other attendees. It's like speed dating, but for bookworms! **Don't forget to bring your book!** *It's a chance to connect with fellow book lovers, swap literary treasures, and engage in thought-provoking discussions in a cozy setting. All are welcome, whether you're a seasoned reader or just starting your literary journey. Get ready for an evening filled with books, tea, and stimulating conversations.*

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

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.

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](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/](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

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 **Radio Signal Analysis Using SDRs and OpenWebRX+** with **Scott McCrory**. Details are are [core.radio](https://core.radio/).

**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. **Source documents:** the repository is public, at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron You can download documents, or clone/fork the repository. **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/6658850479?pwd=Snd1UmZTT3pjZktENlczUXh4SERwUT09&omn=89012971377 Passcode: 940392 **If you can't get in, please call me at: 734 223-3307** **The github repository is at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron**

IMPORTANT!!! THE DATE OF THIS EVENT HAS BEEN CHANGED TO SUNDAY MAY 17, 2026!!! A very unusual choice for his group... Unknown Number: High School Catfish is an American [true crime](https://en.wikipedia.org/wiki/True_crime "True crime") documentary film directed by [Skye Borgman](https://en.wikipedia.org/wiki/Skye_Borgman "Skye Borgman") and released to [streaming](https://en.wikipedia.org/wiki/Streaming_media "Streaming media") on [Netflix](https://en.wikipedia.org/wiki/Netflix "Netflix") on August 29, 2025. The documentary explores the events and investigation into an unknown person [cyberbully](https://en.wikipedia.org/wiki/Cyberbullying "Cyberbullying") and [harassing](https://en.wikipedia.org/wiki/Harassment "Harassment") teenagers in [Beal City, Michigan](https://en.wikipedia.org/wiki/Beal_City,_Michigan "Beal City, Michigan") using an unknown number via insults and sexual claims. It also explores the increasingly great impact of the harassment on the community, the eventual reveal of the culprit, and the trial that followed. IMPORTANT INFO: I strongly suggest not reading anything about it online before seeing it. It's best viewed with no previous knowledge. This documentary contains crude terminology and deals with cyberbullying, which may be a trigger for some folks. Please be ready to discuss the movie by 7PM. Thanks. Unfortunately, it is only available on Netflix. If you would like to attend but do not have Netflix, say so and maybe we can figure something out.

[The Board Walks](http://www.theboardwalks.com/) are for curious people who love deep conversations. If that sounds like you, **bring a thoughtful topic** and join us for a 5-mile walk (10,000+ steps!). **HOW IT WORKS** **Step 1: Bring a topic** Before you arrive, think of **one** topic you want to explore. A question. A thought that's been on your mind. An obsession you want to geek out on. This is your ticket to the event. **Step 2: Circle up & share** We gather in a circle. Your friendly walk host gives a speech to set the tone. Everyone shares: your name, what you're grateful for, and your topic. That's it. 60 seconds. **Step 3: Walk, talk & float** We walk 5 miles. You naturally drift into conversation with 2-3 people at a time, pulled by topics that spark your curiosity. When you're ready to move on, just say: "I'm going to float!" **Step 4: Feel more alive** Two hours flies by. You're back where you started — but you feel different. More alive. More energized. More connected to yourself and others. That's why regulars join 20+ times. *For more details, read our [Orientation Guide.](https://www.theboardwalks.com/orientation)* **HOW TO BRING A GREAT TOPIC** A great topic = something you're genuinely curious about. Recent topics include: * "What are you passionate about right now?" * "What makes a good friend?" * "What's a belief you used to hold that you've completely changed?" * "How do you want to be remembered?" * "What would you do if money wasn't a factor?" Think of your topic like the dish you're bringing to our conversational potluck. If everyone brings an A+ dish (i.e. energizing, uplifting, expansive), we'll all walk away feeling lighter and brighter. **WHAT TO EXPECT** This isn't a fitness event with casual chitchat. It's a walking think tank where we explore life's big questions together, beyond small talk. *If you're looking for light banter or a standard networking event, this probably isn't the right fit.* But if you crave depth, genuine connection, and conversations that make you feel alive? You'll love it here. **FAQ** * Wear casual athletic attire and sneakers. It's a long walk! * We have multiple first-timers at each event. We work hard to create a welcoming, inclusive, clique-free space. * We welcome people of **all** ages, backgrounds, and industries who align with the [intention](https://www.theboardwalks.com/ground-rules) of this space. * Rain or shine, we've been out here nearly every week since July 2022. If the event is cancelled, we'll let you know. * Dogs, babies in strollers, parents, and friends are welcome — please text/email them the event link so they can RSVP and prepare a topic! **LOGISTICS** * If you'll arrive over 10 minutes late, we suggest skipping the event. It's hard to find us once we start walking, and your host can't answer messages during the event. * This walk is designed for everyone to *move together at the same steady pace* (about 20 min/mile). This format works best when the whole group moves in unison. If you have mobility limitations, we kindly encourage you to find an event better suited to your needs. * Read our [Orientation Guide](https://www.theboardwalks.com/orientation) for full details. * If you enjoy the event, send **[this](http://www.theboardwalks.com/)** to a friend or sign up for our **[newsletter](https://theboardwalks.beehiiv.com/)**. We're in multiple cities with more on the way. 🤠👋 **IF YOU WANT TO GO DEEPER...** [The Board](https://stan.store/ellebeecher/p/the-board) is the next step: a high-trust collective for renaissance people devoted to creating, connecting, and building lives that light us up. * This is a global HQ for people who crave big talk, deep connection, and dream collaborations with people across industries. If the walks feel like a spark... The Board is the fire. Apply [here](https://stan.store/ellebeecher/p/the-board).