Data Visualization

*For our May events, we're partnering with* ***[Wayla](https://www.wayla.it/app/)*** *so attendees from Milan can come to Monza and back to Milan using the van-sharing platform.* ***Use the code* EXPAT20 *for 20% off in your rides!*** \-\-\-\-\-\-\- Hey there! On **Friday, May 15th**, let's meet at MossMonza from **20:00** for an English karaoke party and social night! Karaoke starts at 21:00! Bring all your friends, and the event is free - you pay for what you consume. 🌟 **Location:** https://maps.app.goo.gl/gc3kHVfi472nK3eM6 **Address:** Via Francesco Crispi, 3, 20900 Monza MB **Start time:** 20:00 **Instagram for DM and info:** https://www.instagram.com/whatsupmonza **\- Matthew**

**Tech House Night w/ Vertigo @ QUO Milano** Friday nights at QUO are made for good music, easy conversations and staying out a little longer than planned. We start with **aperitivo from 18:00 to 21:00**, then **from 21:00 till late Vertigo brings a house selection**. Just music, drinks and people enjoying the night together. Free entry **Note:** **RSVP on Meetup does not include a table reservation.** To reserve a table, please use this link: [www.quomilano.com/prenotazionetavolo](http://www.quomilano.com/prenotazionetavolo) **QUO Bar** \- Porta Romana\, Milan

Grupo di wsp https://chat.whatsapp.com/CvspAJQRTi4IJQSndiAcKv?mode=gi_t

#### Next step: schedule your first event. Scheduling an event will encourage more people to join your group. Schedule Change photo  # [Gruppo di biliardo pool/carambola amatoriale e mini-tornei](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/) [Milano, MI, Italy](https://www.meetup.com/find/it--mi--milano/) [1 members](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/members/) · Public group Share Manage groupSchedule event [About](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/?eventOrigin=your_groups) [Events](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/events/?eventOrigin=your_groups) [Members](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/members/?eventOrigin=your_groups) [Photos](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/photos/?eventOrigin=your_groups) [Discussions](https://www.meetup.com/gruppo-di-biliardo-pool-carambola-amatoriale-e-mini-tornei/discussions/?eventOrigin=your_groups) More ## What we’re about Buongiorno a tutti. Sono proprietario di un bar e dispongo di un tavolo da biliardo semi-professionale. Sto creando un gruppo WhatsApp di giocatori amatoriali di biliardo americano pool/carambola, per la maggior parte debuttanti. Cerco persone disposte a unirsi al gruppo per giocare e divertirsi nel tempo libero, il pomeriggio oppure la sera in ogni giorno. Per stimolare l'impegno di ogni giocatore, abbiamo pattuito che il vincitore di ogni "mini-torneo" organizzato nei vari giorni giochi gratis e non paghi la tariffa di tempo per il periodo di gioco (un'ora di gioco costa 10€, ma viene di volta in volta frazionata in base al periodo di gioco effettivo). Il locale si trova in zona nord di Milano, stazione Greco-Pirelli, università Bicocca. Chiunque dovesse essere davvero interessato a partecipare e unirsi al mio gruppo, non esiti a contattarmi. Cerco persone serie e disposte solamente a divertirsi, senza puntare mazzette grazie mille. Antonio

Hi my friends, welcome to "Don't Be Shy!", your favourite international aperitivo 🇬🇧🇨🇵🇩🇪🇪🇸🇯🇵🇵🇹. We meet every Friday (Pacino café) from 19:30 so don't worry if you arrive a bit later, we will be there until late. During the evening you will have the opportunity to meet nice people 😉 and speak several languages 😊. Two simple rules to folllow: bring your smile and DON'T BE SHY! 🔴 Photos and videos of the event will be posted on Instagram ⬇️⬇️⬇️ https://instagram.com/dontbeshy_milano?igshid=YmMyMTA2M2Y= 🔴 Apertivo/first drink 11€ The bar will serve food until 21:30 🔴 Ask for me (Armando) when you arrive. 🔴 You can write me on WhatsApp 3755246023 if needed. what's app group (communication & updates only) >>> https://chat.whatsapp.com/BSMO1uygZxhHWMrVhCJzlr I cannot wait to meet you all ✌🏿, Armando

Questo venerdì inaugura il bellissimo locale estivo MOLTO CLUB, la stella della Brianza che brillerà per tutta l'estate 2025 Il venerdì ci troviamo alle 20:30 per gustare un ottimo aperitivo in compagnia a 17 euro. Dalle 22 si può entrare in lista Energy al costo di 15 euro uomo e 12 euro donna per chi non riesce ad arrivare all'aperitivo. Si ballerà musica revival anni 80/90 e commerciale 🎊🎉 target età 30/40/50 ma l'evento è comunque aperto a tutti! Avremo la zona riservata tutta la sera! Gradita conferma via whatsapp Enrico 3930134920

**FARINAMI sabato 16 maggio** **PARTY ANNI 90** **Ti sblocco un ricordo ..** **Sali sulla macchina del tempo e torniamo ragazzini come una volta negli anni 90 😍** **Avrai dei GADGET per la grande festa più pazza di Milano, scatenati come piace a te** **Start ore 20:00 con un ottimo buffet più drink 20€ fino alle 22:30** **Dopo le 22:30 entrata 15€** **Entrata in LISTA ELIO** **EVENTO PERFETTO PER NUOVI INCONTRI** **Musica Dj set si BALLA tutta la notte 🤩mentre balleremo sarai omaggiato di un GADGET A SORPRESA** **X parcheggiare c’è uno spazio ampio fatto a lisca di pesce in VIA FRATELLI BANDIERA a 200 MT dal locale** **Farinami via Nino bixio 1 Sesto San Giovanni** **Come arrivare? Clicca il link qui sotto** **https://maps.app.goo.gl/6yymPBT1yKwinMxp8?g_st=com.google.maps.preview.copy** **Se non hai l’auto scaricati, WAYLA e registrati. Un trasporto economico milanese per tutta la notte.** **https://apps.apple.com/it/app/wayla/id6479307130**

**🇮🇹 𝙐𝙉𝘼𝙈𝘼𝙎 𝙎𝙋𝙀𝙏𝙏𝘼𝘾𝙊𝙇𝘼𝙍𝙀** 💛 📅 **Ogni sabato** \- Salsa & Bachata 360° 🎶🔥 🔸 **22:00** Stage o gare in preserata 🎭 🔸 **Durante la serata** Show spettacolari! ✨ 🔸 **Tavolo Campus Latino riservato** – Dillo all’ingresso! 🎁 📍 **Location:** UnaMas Club, Via Adamello 21 - Bareggio (MI) 🎟️ **Evento a pagamento** ⚠ **IMPORTANTE**: Ricordati di compilare il modulo di adesione all’UnaMas prima di venire! La tessera è **gratuita ma obbligatoria** 👉 [www.unamasclub.it/tesseramento](http://www.unamasclub.it/tesseramento) 📲 **Unisciti al nostro gruppo WhatsApp** per restare aggiornato e organizzare passaggi in auto! 👉 [https://chat.whatsapp.com/K9c3dd5Hd2t2uhgbF9rauQ](https://chat.whatsapp.com/K9c3dd5Hd2t2uhgbF9rauQ) **🇬🇧** **𝙐𝙉𝘼𝙈𝘼𝙎 𝙎𝙋𝙀𝙏𝙏𝘼𝘾𝙊𝙇𝘼𝙍𝙀** 💛 📅 **Every Saturday** \- Salsa & Bachata 360° 🎶🔥 🔸 **10:00 PM** Pre-party stages or dance competitions 🎭 🔸 **During the night** Spectacular dance shows! ✨ 🔸 **Reserved table for Campus Latino** – Mention it at the entrance! 🎁 📍 **Location:** UnaMas Club, Via Adamello 21 - Bareggio (MI) 🎟️ **Paid event** ⚠ **IMPORTANT**: Register for your UnaMas membership before coming! It’s **free but mandatory** 👉 [www.unamasclub.it/tesseramento](http://www.unamasclub.it/tesseramento) 📲 **Join our WhatsApp group** to stay updated and arrange carpooling! 👉 [https://chat.whatsapp.com/K9c3dd5Hd2t2uhgbF9rauQ](https://chat.whatsapp.com/K9c3dd5Hd2t2uhgbF9rauQ)

La domenica ormai è appuntamento fisso per il nostro gruppo al Just me (ex Just Cavalli). Ci incontriamo alle 20:00 per socializzare al nostro tavolo riservato e gustare un ottimo buffet con la prima consumazione inclusa al costo di soli 10€. Alle 22:30 faremo un brindisi di prosecco offerto dagli organizzatori e chi vuole può rimanere a ballare. Serata dedicata a un pubblico di tutte le età, divertimento assicurato! È gradita conferma via whatsapp ai nostri numeri: Enrico 3930134920 melissa 3755058482

Sabato ho il piacere di invitarvi all' inaugurazione estiva dell'aria club Ci troveremo all'Aria club in piazzale dello sport 14 milano zona san siro dalle 19,45. Gusteremo un ottimo aperitivo a buffet nella nostra area riservata al termine del quale, verso le 22,45 brinderemo con un ottimo spumante 🍾🎉 a seguire ci scateneremo con il dj set di musica revival e commerciale Costo serata 15€ tutto compreso per chi vuole c'è la possibilità di fare l'aperitivo open wine a 20€ (tutto il vino che si vuole fino alle 22,30) Gradita conferma via whatsapp per organizzare tutto al meglio Enrico 3930134920 melissa 3755058482

ITALIANO Evento gratuito Ciao a tutti, questa volta vi propongo una passeggiata al Parco dell'Idroscalo. Il parco ha una superficie di 80 ettari, si estende intorno al lago artificiale dell'Idroscalo ed è situato nelle vicinanze dell'Aeroporto di Milano-Linate. L'Idroscalo è un polo di attività sportive e ricreative: ogni anno vengono organizzati numerosi spettacoli, festival e concerti. Dopo la passeggiata, per chi vuole, possiamo bere qualcosa o fare aperitivo. Ci troveremo all'uscita della metro blu Linate M4 (uscita 'Aeroporto'). Programma Ore 15.30-15.40: Raduno dei partecipanti Ore 15.45: Partenza Vi aspetto! Trovate altre info sui gruppi Telegram e Facebook: Telegram: https://t.me/+ImpLzLM9vRcyODQ8 Facebook: https://m.facebook.com/groups/1185913102643016/?ref=share ‐----------------- ENGLISH Free event Hi all, this time I propose a walk in Idroscalo Park. This Park has an area of ​​80 hectares, it extends around Idroscalo artificial lake and it is located near Milan-Linate airport. The Idroscalo is a pole of sporting and recreational activities: every year numerous shows, festivals and concerts are organized. After the walk, if you want, we can have a drink or happy hour. We will meet at the exit of Linate M4 Station of the blue subway ('Airport' exit). Program 3.30-3.40pm: Meeting 3.45pm: Departure See you! You can find other info on Telegram and Facebook groups: Telegram: https://t.me/+ImpLzLM9vRcyODQ8 Facebook: https://m.facebook.com/groups/1185913102643016/?ref=share

👉 **Fill this form to participate:** https://forms.gle/etV1fPcJowkcV6pP7 📌 **What** Ready for a fun and active **International Badminton Meetup in Milano?** 🏸🌍 Join us for a session where you can play badminton, meet international people, and enjoy good vibes together ✨ **How it works:** We’ll meet at the venue (shared in the Whatsapp group for the event), organize into groups, and start playing. We’ll rotate between games so everyone gets a chance to play and enjoy the session. ⚠️ **Limited spots: 20 participants max** ❗️Filling the form is required to participate and stay updated, but it **does not guarantee a spot**, as many regular community members do not check Meetup app often. 📌 **Who** Anyone who enjoys meeting new people, staying active, and having fun with an international group 🌍 📌 **How** • Fill the form • Participants will be added to the WhatsApp group 📲

The Alpe del Vicerè is a plateau located in Albavilla, near Erba. It takes its name from Eugène de Beauharnais, stepson of Napoleon Bonaparte and appointed by him as Viceroy, who purchased this plateau in the early 1800s and used it to build a large structure that served as a summer shelter for his prized horses. From here, our hike will begin, leading us along a beautiful trail surrounded by vegetation to the summit of Monte Bolettone (1,317 m), where we will enjoy an incredible view over Lake Como and the entire Brianza area. **PROGRAM** 11:00 Meeting point at Alpe Vicerè, “Alla Salute – Ristoro”, Via Partigiana, 22031 Albavilla (CO) 11:15 Departure towards Monte Bolettone 12:45 approx. Arrival and lunch (packed lunch or arranging independently with facilities along the route) 15:00 approx. Return **Medium–Good Level** – About 3.5 km and roughly 1h30 of walking each way, 420 m elevation gain. No special equipment or clothing required, but always bring food and water “to keep you going”, plus trekking shoes. **Note 1:** Participants must reach the starting point independently (car, bus, train, etc.) or via carpooling by coordinating with other participants in the private Facebook and/or Telegram groups reserved for members (request access once you have your membership card). **Note 2:** The “I will attend” button on Meetup is not considered valid for us. Meetup is only used to publish the event and gauge interest. Once you become a member, please follow the instructions for the event’s *official* registration. **COSTS AND PARTICIPATION – MIN 7 PEOPLE, MAX 30** Event reserved for Gitup Enac members. Free for 2026 members - request your participation ticket here: [http://www.gitup.it/iscrizione-eventi/](http://www.gitup.it/iscrizione-eventi/?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExNXJOZlBOUFo2TnU0MlJrTHNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR40isxRJnPDxRFBNp_iADFxV_t_IXXYerPrzof2wC-vrsxh7YCQuE9AZYVKrA_aem_0zRMrPM9cBRzv2anqxS0Zg) Not a member yet or need to renew? A membership card is required — request it here: [http://www.gitup.it/iscrizione/](http://www.gitup.it/iscrizione/?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExNXJOZlBOUFo2TnU0MlJrTHNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR40isxRJnPDxRFBNp_iADFxV_t_IXXYerPrzof2wC-vrsxh7YCQuE9AZYVKrA_aem_0zRMrPM9cBRzv2anqxS0Zg) In case of bad weather, the outing may be canceled. Participants will be notified through the dedicated groups and via updates on this page. **P.S.** Please remember that GitUp is not a travel agency but a non-profit association that brings people together to enjoy pleasant shared experiences. [www.gitup.it](http://www.gitup.it/) [https://www.facebook.com/gitupassociazione](https://www.facebook.com/gitupassociazione)

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

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

**Abstract:** This is a practical playbook for building a production-grade data lakehouse. It walks through foundational principles — naming conventions, least-privilege access, automated CI/CD testing — before diving into medallion architecture. Furthermore, metadata-driven design patterns show how configuration tables and dynamic notebook orchestration eliminates hard-coded pipelines. The deck covers star schema modeling, guidance on choosing between Spark, Pandas, and SQL, and data quality enforcement using DQX with YAML data contracts. Finally, we dive into security best practices and performance optimizations. **Host:** Justin Shea, Mehdi Jeddi, Erik Pak, and Sou-Cheng Choi **Talk Format:** This is a hybrid event. To attend online, join us on Zoom here at 6pm: https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1 Meeting ID: 893 7923 0295 Passcode: 5t5WYn **Sponsor:** Adyen, UIC College of Business, and PyData Chicago co-host this event. UIC will provide the meeting site. Adyen will sponsor pizza and soft drinks for the onsite participants. **Address:** University of Illinois - Chicago, Douglass Hall, Room 220, 705 S Morgan St, Chicago, IL 60607 **Logistics:** “UIC Douglass Hall” is recognized on Google Maps, which can guide you through campus. Once you arrive, proceed to the second floor, room number 220

**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

Welcome to Casual Boardgames, where we enjoy classic tabletop games and social deduction games while bonding over good food, drinks, and great conversations. 
We started this group to meet new people and make new friends, and bonding over games in a relaxed atmosphere is a great way to do that. We currently meet near route 23 and Polaris Parkway, and this is close to areas like Powell, Lewis Center, Worthington, and parts of Westerville and Columbus. 
Feel free to bring your own games or play one of the many games our members bring. If you are inexperienced, we will help you learn. 
Here are just a few examples of the kind of games we play. 
Tabletop/board games: Splendor, Catan, Azul, Dominion, 7 Wonders… 
Social deduction games: Code Names, Chameleon, Werewords… 
IMPORTANT: 
1. While we love playing a variety of games and competing, we are not just about the games. We interact and talk while playing, and this leads to a lot of laughter and fun. If you just want to compete and focus solely on the game, then this is probably not the group you are looking for. 
2. Many people join groups like this and never (or rarely) show up after weeks or months. If you join and never really come, we will eventually remove you from the group as a courtesy to our members. Why? Because limiting group conversations (on the app) to regular members makes communication and planning much easier. Also, while it may be rare, it protects members from people who join because they are interested in following a person instead of having a real interest in our group. If you get removed, it is just because you haven’t come, and we follow this protocol as a courtesy to our regular game players.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

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