Database Professionals

Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) 🤩❤️🍹NEW SUBGRUP IR A LA SALA EL COL.LECIONISTA EN EL BARRIO DE GRACIA EL SABADO POR LA NOCHE A ESCUCHAR MÚSICA EN DIRECTO, BAILAR Y HACER NUEVOS AMIGOS Y AMIGAS SINGLES DE BARCELONA CON LOS QUE COMPARTIMOS EL INTERÉS POR LA MÚSICA. NOS PONEMOS DE ACUERDO POR EL CHAT PRO DISCO & TARDEO JOVENES O EL CHAT PRO BAILA ROCK O EL CHAT PRO QUEDADAS VARIAS. ACTIVAREMOS GRUPO WHATSAPP CONCIERTOS PARA FACILITAR ENCONTRARNOS TODOS. NOS VAMOS A BAILAR EL SABADO POR LA NOCHE ¿TE APUNTAS?. ESTE SUBGRUPO SE ORGANIZA A TRAVÉS DE LOS CHATS PROS DENTRO DE LA PLATAFORMA PATREON SINGLES BARCELONA. COLABORA, PARTICIPA Y EMPUJA. CREA ACTIVIDAD SOCIAL. COGE LA PALA. [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona)

Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) **RANGO 37-47 AÑO** **RANGO 37-47 AÑOS** **RANGO 37-47 AÑOS** **🤩❤️🍹SPEED DATING EXPRESS FIRST DATES INTERCAMBIO DE TELÉFONOS LIBRE** **SPEED DATING CITAS RÁPIDAS. ENCUENTRA PAREJA.** INTERCAMBIO DE TELÉFONOS LIBRE. **Precio:** **Inscripción gratis para las chicas.** Se tiene que pedir consumición en el bar. **Inscripción 5€ EN EFECTIVO para los chicos +** Se tiene que pedir consumición en el bar. Citas de 7 minutos aproximadamente según los que seamos. Todos hablan con todos de 2 en 2. Inscripción y ubicación por whatsapp 630 467 646 una vez estés apuntado aquí en meetup. **Primero apúntate en meetup luego envía whatsapp. No envíes whatsapp si no apareces en la lista de apuntados del evento meetup.** Gracias.

Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) 🤩❤️🍹NEW SUBGRUPO AMIGOS DEL FRANKFURT Y DISCO Q EN PEDRALBES NOS PONEMOS DE ACUERDO POR EL CHAT GENERAL PARA ENCONTRARNOS. ESTE SUBGRUPO SE ORGANIZA A TRAVÉS DE UN CHAT DENTRO DE LA PLATAFORMA PATREON SINGLES BARCELONA. COLABORA, PARTICIPA Y EMPUJA. CREA ACTIVIDAD SOCIAL. COGE LA PALA. [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona)

Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) 🤩❤️🍹NEW SUBGRUP IR A LA SALA MAGIC ROCK AND ROLL EN EL BARRIO DEL BORN EL SÁBADO POR LA NOCHE A ESCUCHAR MÚSICA ROCK Y HEAVY CLÁSICA Y ACTUAL, BAILAR Y HACER NUEVOS AMIGOS Y AMIGAS SINGLES DE BARCELONA CON LOS QUE COMPARTIMOS EL INTERÉS POR LA MÚSICA. NOS PONEMOS DE ACUERDO POR EL CHAT PRO BAILA ROCK. ACTIVAREMOS GRUPO WHATSAPP ROCK PARA FACILITAR ENCONTRARNOS TODOS. NOS VAMOS A BAILAR EL SÁBADO POR LA NOCHE ¿TE APUNTAS?. ESTE SUBGRUPO SE ORGANIZA A TRAVÉS DE UN CHAT PRO DENTRO DE LA PLATAFORMA PATREON SINGLES BARCELONA. COLABORA, PARTICIPA Y EMPUJA. CREA ACTIVIDAD SOCIAL. COGE LA PALA. [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona)

Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) 🤩❤️🍹NEW SUBGRUP IR AL TARDEO DEL SÁBADO POR LA TARDE EN MALALTS DE FESTA Y HACER AMIGOS/AS. NOS PONEMOS DE ACUERDO POR EL CHAT PRO DISCO REMEMBER PARA ENCONTRARNOS PARA IR A BAILAR MÚSICA REMEMBER A MALALTS DE FESTA CORNELLÀ SÁBADO TARDE Y HACER NUEVAS AMISTADES EN EL EVENTO. ESTE SUBGRUPO SE ORGANIZA A TRAVÉS DEL CHAT PRO DISCO REMEMBER DE LA PLATAFORMA PATREON SINGLES BARCELONA. COLABORA, PARTICIPA Y EMPUJA. CREA ACTIVIDAD SOCIAL. COGE LA PALA. [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona)

Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) 🤩❤️🍹RANGO 25-35 DISCO SUTTON SABADO NOCHE Y HACER AMIGOS/AS SINGLES NOS PONEMOS DE ACUERDO POR EL CHAT PRO DISCO & TARDEOS JÓVENES PARA ENCONTRARNOS TODOS PARA TOMAR LA CERVEZA PREVIA EN UN LUGAR CERCANO ANTES DE ENTRAR O EN LA PUERTA ANTES DE ENTRAR A DARLO TODO Y ENTRAR TODOS JUNTOS. NOS VAMOS A BAILAR EL SÁBADO POR LA NOCHE ¿TE APUNTAS?. ESTE SUBGRUPO SE ORGANIZA A TRAVÉS DEL CHAT PRO DISCO & TARDEO JOVENES DENTRO DE LA PLATAFORMA PATREON SINGLES BARCELONA. COLABORA, PARTICIPA Y EMPUJA. CREA ACTIVIDAD SOCIAL. COGE LA PALA. [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) CHAT WHATSAPP HABILITADO PARA FACILITAR EL ENCUENTRO

Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) 🤩❤️🍹NEW SUBGRUPO VERMUT PARA QUEDAR PARA TOMAR EL VERMUT NOS PONEMOS DE ACUERDO POR EL CHAT PARA ELEGIR EL BAR. ESTE SUBGRUPO SE ORGANIZA A TRAVÉS DE UN CHAT DENTRO DE LA PLATAFORMA PATREON SINGLES BARCELONA. COLABORA, PARTICIPA Y EMPUJA. CREA ACTIVIDAD SOCIAL. COGE LA PALA. [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona)

Nuestro grupo de whatsapp [https://chat.whatsapp.com/EkSJayIaTrnDlqfTYOVPkj?mode=gi_t](https://chat.whatsapp.com/EkSJayIaTrnDlqfTYOVPkj?mode=gi_t) Instagram [www.instagram.com/cdvcomunidad](www.instagram.com/cdvcomunidad) Web [www.cdvgrupo.com](www.cdvgrupo.com) **Grupo CDV ✨ Únete y Conecta 🍒** 🧭 **Descripción del evento** ¿Te gustaría conocer gente nueva en Barcelona y ampliar tu círculo social? CDV es una comunidad creada y diseñada para personas con ganas de compartir, conectar y construir relaciones reales. Cada semana, nuevas personas se unen a la comunidad a través de nuestro encuentro social para charlar, conocerse y pasar un buen rato. 🎯 **Qué encontrarás** * conocer nuevas personas * Ampliar tu círculo de amistades * Fomentar conexiones auténticas 🧩 **Normas** * Respeto y buen ambiente * Actitud abierta y participativa * Este no es un evento de citas, pero pueden surgir conexiones 😉 👥 **Perfil de asistentes** * Personas de todas las edades que quieren ampliar su círculo social * Gente abierta y con mentalidad positiva * Cualquier persona con ganas de conectar y crear nuevas relaciones en su vida CDV, únete y conecta. www.cdvgrupo.com Nota: MeetUp es solo un canal de promoción, la lista de asistentes final no es la que aparece en la plataforma.

Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) 🤩❤️🍹NEW SUBGRUPO BIRRAS DARDOS BILLAR FUTBOLÍN BEERPONG PARA HACER AMISTADES. SI TE GUSTAN LAS BIRRAS, LOS DARDOS, EL BILLAR, EL FUTBOLÍN, EL BEERPONG Y CONOCER GENTE NUEVA, HAY UN CHAT ADECUADO. NOS PONEMOS DE ACUERDO EN LOS DETALLES POR EL CHAT JUEGOS DE MESA PARA ENCONTRARNOS. ESTE SUBGRUPO SE ORGANIZA A TRAVÉS DE UN CHAT DENTRO DE LA PLATAFORMA PATREON SINGLES BARCELONA. COLABORA, PARTICIPA Y EMPUJA. CREA ACTIVIDAD SOCIAL. COGE LA PALA. [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona)

*[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.

Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) 🤩❤️🍹+38 AÑOS. NEW SUBGRUP TARDEO REMEMBER BARROKO'S SABADO AMISTADES SINGLES rango 38 - 52 aprox. NUEVO TARDEO REMEMBER SÁBADO TARDE BARROKO'S 90'S con los mejores hits y bombazos de los años 90 y 2000 por lo que por el tipo de música pensamos que el rango medio de edad estará situado entre 38 y 52 años. Y lo que vamos a hacer es ir en grupo a comprobarlo y pasarlo en grande mientras hacemos nuevas amistades singles. Nuevos amigos y amigas con los que compartimos la pasión por bailar y reir. PARA LA COORDINACIÓN VAMOS A UTILIZAR LAS SIGUIENTES HERRAMIENTRAS: \- Chat Pro "DISCO & TARDEOS JÓVENES" que puedes encontrar dentro de nuestra nueva web [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) y habilitaremos el típico chat whatsapp para facilitar el encuentro. Pide ser agregado a través del chat pro. NOS PONEMOS DE ACUERDO POR EL CHAT PRO DISCO & TARDEO JOVENES. ACTIVAREMOS GRUPO WHATSAPP PARA FACILITAR ENCONTRARNOS TODOS Y TODAS. PIDE ACCESO EN EL CHAT PRO. NOS VAMOS A BAILAR EL SÁBADO POR LA TARDE ¿TE APUNTAS?. ESTE SUBGRUPO SE ORGANIZA A TRAVÉS DEL CHAT PRO "DISCO & TARDEOS JÓVENES" DENTRO DE LA PLATAFORMA PATREON SINGLES BARCELONA. COLABORA, PARTICIPA Y EMPUJA. CREA ACTIVIDAD SOCIAL. COGE LA PALA. [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) cada uno compra su entrada

Nuestra nueva web: [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona) 🤩❤️🍹NEW SUBGRUP IR A DISCO BARROKO'S EL SÁBADO POR LA NOCHE Y HACER NUEVOS AMIGOS Y AMIGAS SINGLES DE BARCELONA. NOS PONEMOS DE ACUERDO POR EL CHAT NOCHE BARROKO'S PARA ENCONTRARNOS TODOS PARA TOMAR LA CERVEZA PREVIA EN UN LUGAR CERCANO ANTES DE ENTRAR O EN LA PUERTA ANTES DE ENTRAR A DARLO TODO Y ENTRAR TODOS JUNTOS. NOS VAMOS A BAILAR EL SÁBADO POR LA NOCHE ¿TE APUNTAS?. ESTE SUBGRUPO SE ORGANIZA A TRAVÉS DEL CHAT NOCHE BARROKO'S DENTRO DE LA PLATAFORMA PATREON SINGLES BARCELONA. COLABORA, PARTICIPA Y EMPUJA. CREA ACTIVIDAD SOCIAL. COGE LA PALA. [https://www.patreon.com/singlesbarcelona](https://www.patreon.com/singlesbarcelona)

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

This is a free, in-person meeting on the subject of betrayals, losses and how to get over them so you can build lasting relationships. Burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse. Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well. Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship. Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action? Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships! Break free from self imposed limitations Here we will discuss: • How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes. • Why and how do the negative emotions of others affect you? • Why is my partner withdrawing and what can I do about it? • Why do we sometimes feel compelled to hurt the ones we love? • Fights & arguments - what's really behind them? • What underlies “corrosive criticism” or the need to invalidate self or others? • How one can stably change one’s outlook on life so they can affect positive change? • Where do compulsive destructive behaviors come from and what can be done about them? • How to form closer bonds & keep growing the relationships with the people you care about? • How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career? Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general. Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person. Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life. We look forward to having you join us! This class is sponsored by the Dianetics & Scientology Life Improvement Center of Central Ohio.

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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

Our monthly PHP meetup. A virtual shindig courtesy of Zoom. Check back here for the details around 6:15 pm

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9