Cognos

This is a real hike (22km / 5¾ hrs). Or not. Or maybe. Well ... a mix of hiking and wine tasting. On Friday 1 May (and on 2/3 May), winemakers open their doors. It is the «Day of the Open Wine Cellar». So let’s have a look. (Expand here and read the description!) But still: The main idea is hiking. We will walk with just a bit of side activity. IN SHORT: * 08:05h: Meet under the «Blue Angel» * Hike of ca. 5¾ hrs (pure walking time) * Some wine tasting (... which will bring it to 8-ish hours) #################### TRAVEL - OUTBOUND: * 08:05h: Meet under the «Blue Angel» * 06:16h: S12 (dir. Schaffhausen) Zürich HB (platform 43/44) to Andelfingen * 08:54h: Arrival at Andelfingen & start of the hike * 09:30h: After ca. ½ hour of walking, arrival at the first vineyard/winemaker THE HIKE: * Duration: 5¾ hrs (plus all the breaks) * Distance: 22km * Ascent/descent: 480m / 490m * SAC classification: T1 (yellow) * Map: [https://schweizmobil.ch/de/tour/945467988](https://schweizmobil.ch/de/tour/945467988) * Well, let’s see how far we get… TO BRING: * Big backpack to carry all the wine you buy LUNCH: * Around 12:30h-ish at Flaach or Berg am Irchel * Whatever food is available at the winemakers there HIGHLIGHTS: * Day of the open wine cellar: [https://deutschschweizerwein.ch/offene-weinkeller/](https://deutschschweizerwein.ch/offene-weinkeller/) * This year the plan is for a completely different region than in 2022 and 2025, but maybe the pictures do give a rough impression: * 2022: [https://www.meetup.com/zurich-hike-outdoor/photos/32348970/](https://www.meetup.com/zurich-hike-outdoor/photos/32348970/) * 2025: [https://www.meetup.com/zurich-hike-outdoor/photos/35311467/](https://www.meetup.com/zurich-hike-outdoor/photos/35311467/) WINE CELLARS ALONG THE ROUTE: * If you look at the map (see link), you will see that we pass many winemakers participating in the open day. * I put a pin into the map for the winemakers en-route (incl. the website address of the winemaker) TRAVEL - RETURN: * Target: Return from Eglisau train station * Trains (S9) from Eglisau every hour at xx:21h and xx:51h * Travel time Eglisau-Zürich HB: 32 minutes * Else ... bus from as far as we get TICKET COST w/Halbtax: * CHF 14.- (w/HT) for a ZVV all-zones 9-o'clock day-pass - on a public holiday it is valid before 09:00h! * (if you need a ticket to get to HB from anywhere in the ZVV, get the all-zones day pass already then!) * Plus lunch plus any items you might buy on the way. TICKET COST w/GA: * Travel fully covered * Plus lunch plus any items you might buy on the way. #################### DISCLAIMER: This is NOT a guided tour. Instead, this is a casual meetup of individuals responsible for their actions, choices and judgement. The hike is on your own risk and judgement. It is your own responsibility to assess the requirements and difficulty of this hike as well as your capabilities and fitness condition. You need to assure adequate equipment (boots, clothes,...) and insurance cover as if you were going by yourself. Also, check the weather forecast. If you are unsure about the hike, do research further detail e.g. on the internet. The organiser holds no responsibility for any injuries or death that might result directly or indirectly from this event. The organiser does not warrant on the accuracy of the description of the hike. By joining the hike, you accept the terms explained above.

**[⚠️ >>Ticket needed (click here)<<](https://eventfrog.ch/en/p/eating-drinking/pub-quiz-xl-optional-matching-for-singles-7439434700458880223.html) or** **[www.social-circle.ch](www.social-circle.ch)** 🎉 **Pub Quiz Night at Casa Helvetia** 🎉 Join us for a night full of **mind-bending questions**, **unexpected twists**, and **more laughs than right answers** (probably). Whether you're a trivia wizard or just really good at pretending you know stuff, this night’s for you! Join our whatsapp group for updates on this event: [https://chat.whatsapp.com/FY1WpeStk5x8WyIXQ5hl66](https://chat.whatsapp.com/FY1WpeStk5x8WyIXQ5hl66) 📍 **Location:** Casa Helvetia 💰 **Price:** 15.- (includes tasty snacks + a prize for the winning team 🍾) 👥 **How Teams Work:** 🔹 Got a crew? Awesome, bring your squad and show us what you've got! 🔹 Looking to mingle with singles? We’ve got you! → Think 2 girls + 2 guys = the perfect cocktail of brainpower and awkward icebreakers 🔹 Not single? No problem! We’ll still team you up with some brilliant minds and maybe a few terrible guessers for balance 🏆 **What’s in it for you?** Glory, bragging rights, and the sweet, sweet taste of Prosecco-fueled victory. 💬 **Come for the trivia, stay for the chaos.** Spots are limited, so grab your seat before your smarter friend does! 🎟️ ​P.S. Pictures might be taken during the event, if you do not want it please let the organizer know. Tickets are non-refundable. **Want more events like this? Join our WhatsApp community:** [https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP?mode=gi_t](https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP?mode=gi_t)

**Today's schedule**: **[https://www.instagram.com/p/DXRl8bOjGpH/](https://www.instagram.com/p/DXRl8bOjGpH/)** . ***Mostly outdoors event***, if rainy/cold we can go indoors . **❤️ WELCOME HOME** @ **Connection Space❤️** *Meet **new friends**. Reconnect with **old** ones. Feel at **home** — inspired by old traditional Greek cafés, where grandparents knew that the best connections happen over a drink and good company* . * **free** event. **No registration** needed - just **RSVP** below * **See** **[PHOTOS & VIDEOS](https://photos.app.goo.gl/o476bvQ6ZC8CGhG57)** of our previous events * **Join** our **WHATSAPP** with **zero-spam** promise (if link not work try opening with https://web.whatsapp.com/ ) **[https://chat.whatsapp.com/G01nWpon13VB0gebrqFmfx?mode=gi_t](https://chat.whatsapp.com/G01nWpon13VB0gebrqFmfx?mode=gi_t)** * **Join** our **[INSTAGRAM](https://www.instagram.com/wearetheconnectionspace/)** for **latest info** on this event and **extra events** . . **Why? Offline fun meaningful connections** is what we all deeply desire and makes us truly happy and healthy (scientifically proven - read below)! . . **How?** We are not a "social drinks meetup" - instead we create **one** event to **make new friends** with many **free** and **fun** **optional** activities: * **mostly outdoors event**, weather allowing, if not we can go indoors * 19:00 - 00:00 join the fun and simply **talk to anyone** ! * **NEW** 20:00 **Food-truck**, crazy tasty Gyros 🙏 * 20:00 **Speed-friending** (separate room) guaranteed process to meet new people while having fun - with moderator * 20:30 **Slow-Friending** (separate room) more time & deeper connection * 21:00 live music outdoors with Emre * 21:00 **Playful games (team vs team)** (separate room) lets stop adults ok?! With moderator * **NEW** 22:00 **Hits dance party** (with DJ Vera) * **New-comer area** (never was easier to spark a conversation, with ice-breakers, optional for first time attendees) * **Fun** social card/board **games** * **Mindful** card/board **games** * **Outdoors area -** beautiful & big * **4** **chill-out rooms** (if you prefer quietness) * **German-speaking** area (falls du nur Deutsch sprechen möchtest) . . . * We booked 100% of the location so its **safe to talk to everyone** * ***The event is inspired*** *by the [Swiss Stammtisch](https://en.wikipedia.org/wiki/Stammtisch) and Greek village coffeeshops ("[Καφενείο](https://en.wikipedia.org/wiki/Kafenio)"), once vibrant [community hubs](https://www.google.com/search?sca_esv=569660528&sxsrf=AM9HkKlXnclaLfgcockKtdr9qHdmD5jaGw:1696060562834&q=greek+%5D(https://www.google.com/search?sca_esv=569660528&sxsrf=AM9HkKlXnclaLfgcockKtdr9qHdmD5jaGw:1696060562834&q=greek+)%CE%BA%CE%B1%CF%86%CE%B5%CE%BD%CE%B5%CE%B9%CE%BF&source=lnms&sa=X&ved=2ahUKEwi52fX67dGBAxXnlf0HHZNiBHUQ0pQJegQICRAB&biw=1460&bih=913&dpr=2&udm=2) where people gathered daily. We innovate this concept with a modern twist. I, Christos, fondly remember visiting these with my grandfather and now revive this fading tradition with a modern twist. Hope you enjoy it ❤️* * 95% of people come **solo** \- you can too❤️ * Want to **host an activity** in 1 of our 4 private rooms? Workshops, games, connection activities, music, or any other ideas then send a message to Christos on 0768175380 * **Everyone is welcome**! Wir wollen gerne mehr **Schweizer/innen** dabei haben! Alle sind willkommen und die meisten können Deutsch sprechen. Not an expat event. **Everyone is welcome**! * The "**Connection Space**" meetup group is an independent meetup group and not associated any other group * **Testimonials** (scroll to "photos" section to read testimonials) *"The best event I know on Meetup to connect to new friends."* *"First participation, an evening to remember!"* *"So far in 7 years this is the first time I see a really good organised event!"* *"Mega schön" "Had a blast!"* *"I was positively surprised. They organized everything so well; I met some interesting, friendly people. I highly recommend it"* *"Great! Everything excellent, super organized... lots of people. Great atmosphere"* *"I am really grateful for the warm atmosphere, inspiring moments"* * We encourage no/low alcohol consumption and only allow responsible behaviours. . . . . . Want **more info** than our Summary above? Then please read below: . . . . . **WHY?** we ❤️ **uniting people** and building **community** while having **fun!** We truly believe that **fun meaningful offline connections** to new & existing friends makes us truly happy and healthy! Our community meets **every 2 Fridays** in a **homey,** caring and **welcoming** "come as you are" environment ! . **WHAT is this event?** We are not a "party or drinks" meetup, nor we follow a "forced" process and agenda. Instead, we are a **Connection Community** inspired by Greek village cafes and Swiss Stammtisch — a welcoming environment where neighbours gathered as equals to share stories and build lasting friendships. We meet in a "**fixed-rhythm**" every 2 Fridays in a **homey** & **lovingly-hosted space** so you can connect with new and familiar faces. We provide **several optional activities** to help you **connect** with others—so you're free to **explore what resonates** with you! Together these activities create a unique **Connection** **Event.** . . . . **TIPS on how to connect:** * **Look out for a good smile/vibe** in a person/group of 2-3 people and say "Hi my name is xxx, can I join?". * **Try something different** (person, game, table, activity) often until you find **fun** **quality connection.** We have a lot of activities * **Ask** **Support:** we understand going out to meet friends can be a stretch. We make this easy with a fun and safe event. Also you can ask for help from our clearly communicated (see photos of this event) "**People Connectors**" who can help you discreetly to connect with others * **Invest time**(not quickly just come by) as friendships are an investment * **Come back**: big turnaround, people come randomly at each event, so you never know who you ll meet . . **.** **Some final words:** * **Bravo** **to you** for the courage to go out to meet new people! We know **everyone is unique** \- thats why we got a big new\-comer area\, 4 co\-hosts welcoming and connecting you\, and many activities for you to **choose** from to find what **suits you**! * **Weather?** Event takes place rain or shine, with indoors rooms and outdoors area that is ultra rain-protected * **Coming late?** no problem, we got many people until closing at 00:00 so come whenever! * **Too many attendees?** no problem, we got the space! Also as per the "what" above: you define what makes the event meaningful for you! Furthermore, the co-organisers have one goal: to say hi and introduce you to the event and people (if you want to please ask)! Finally remember: you dont have to talk to everyone, focus in a few people! Less is more! If you dont know where to start look for a good smile or an activity more matching to you. From there keep on trying people and activities.. * **Why so many options above for connection?** We always have: a first-timer area, Fun social games, Mindful games, ice-breaker questions or simply just talk freely to anyone. Often we add: Speed-friending and a Music jam. We believe **you are unique** and each of us prefers different ways of connection. Also we want to provide an opportunity for everyone to try something new * **Easy and Safe:** We have the whole location reserved for us so its safe to open up and meet new friends (unlike bars in Zürich where people find it strange if strangers talk to them). Christos and volunteers will also help with connection. Read more info below. * **Christos** (see [PHOTO](https://photos.app.goo.gl/pdtVaVGCyDEJ28uE8)) and our co-organisers will be wearing name budges and will aim to **welcome** **everyone.** * more info via our **[LINKS](http://linktr.ee/connectionspace)** * Yes YOU are **good** & **courageous** for looking for new fun connections! * Everyone is in same situation and you ll be surprised how **friendly people** are ❤️ * Come **early** though **later** also ok as many people there **until 00:00** * **It works**! We heard of many new friendships, living together and even getting a new job * **Mindful Connection Games:** from [The School of Life](https://www.theschooloflife.com/shop/?_product_type=games-card-sets) available: Confessions Game, The Friendship Game, Connection Game, The Loser Game, Games for grown-ups and three sets of "100 questions" (Conversation Toolkit & Careers & Relationships) * **Fun Social Games:** bring your own **board/card games** or choose from: Cards against humanity, Exploding Kittens, Codenames, Debatable, Sotally Tober, Taboo, Mafia, Uno, Monopoly and more. . . . . ``` Disclaimer & participation terms (Connection Space): By registering for and/or attending this event (“Event”), you agree: Registration required. Follow organizer/venue instructions; we may refuse entry or remove anyone for safety/behavior.You attend voluntarily and at your own risk; risks include injury/illness, conflicts/harassment, emotional distress, and property loss/damage.To the maximum extent permitted by law, Connection Space/organizers/staff/venue/partners aren’t liable for injury, loss, theft, damage, or costs; this doesn’t limit liability where unlawful (e.g., gross negligence/intent).Zero tolerance for violence, threats, harassment/discrimination, unwanted touching, weapons, illegal drugs, or unsafe/excessively intoxicated behavior. Report issues; we may remove participants and contact security/police/emergency services.You’re responsible for your health/fitness, alcohol use, transport home, allergies/diet; no allergen-free guarantee.You’re responsible for your belongings and any damage you cause.Photos/video/audio may be recorded and used for marketing by Connection Space/partners; opt out by telling us at check-in (we’ll try, but can’t guarantee exclusion from background footage).You must follow third-party venue rules; we may change schedule/location/format for safety or operational reasons. Finally, the organisers have the right to refuse entry with and without a ticket as the organizers see fit. In case of a ticket purchase a full refund will be made in that case. ```

Jeden Freitag 21:00 - 03:00h Salsa, Bachata, Kizomba, Cha-Cha-Cha, Son 4 Dance Floors Entry CHF 15.- (inkl. SalsaPractica) 370m2 Dancefloor / Lounge & Bar Türöffnung 21 Uhr 21.00 Uhr 1 Stunde SalsaPractica mit Tanzlehrer 22.00 Uhr Main Floor DJ 23.15 Uhr Bachata Floor DJ 23.15 Uhr Kizomba Floor DJ 23.15 Uhr Rueda de Casino Floor mit Animation SalsaPractica 21 - 22h Es ist keine Kursstunde, sondern gedacht, um Knöpfe zu lösen oder Figuren zu üben die noch nicht so ganz gelingen. Es wird langsame Musik abgespielt, perfekt um zu üben. Lehrer sind vor Ort zur Beratung und Einstufung. Die Salsa Practica ist nicht gratis, sondern ein Bestandteil von der Party und im Partyeintritt inbegriffen. Practica Lehrer erkennt man an speziellen T-Shirts oder ein Schlüsselanhängern. Geht gerne aktiv auf die Lehrer zu, wenn Hilfe gebraucht wird. Man kann auch einfach kommen zum selber üben. Rueda de Casino Dancefloor Rueda Liebhaber dürfen sich freuen! Auf diesem Dancefloor wird nur Rueda de Casino getanzt. Dies mit Animation durch Cantante mit aktuellen Salsas. Das Niveau wird angepasst an die Salseras und Salseros und die Figuren werden bei Bedarf erklärt und präzisiert. Lady -Tipps und Vertiefung der spanischen Begriffe gibts kostenlos dazu.

DE Wir treffen uns zum Zeichnen zwischen Oerlikon und Unterstrass. Und skizzieren zwischen Schulhäusern, Strassenkreuzungen, hohen Wohnblöcken, Café Philo und GZ Buchegg. Wir treffen uns um 14 Uhr vor dem Coop Guggach (Tramhaltestelle Brunnenhof). *Wie immer, bring dein eigenes Skizzenbuch und Stifte und wenn du hast, einen kleinen Hocker mit.* *Alle sind willkommen, die gerne zeichnen und Freude am Austausch mit anderen Urban Sketcher\*innen haben. Ich freue mich auf dich.* EN We meet to draw between Oerlikon and Unterstrass. And we will sketch among shool buildings, street crossings, high apartment blocks, Café Philo and GZ Buchegg. We meet at 2 pm in front of Coop Guggach. *As always, bring your own sketchbook and pens. Everyone is welcome who likes to draw and enjoys sharing their drawing(s) at the end with everybody. I look forward to seeing you soon.*

Looking for a fun, relaxed way to **meet new people in Zurich**? DOPI is our most-loved Saturday game night — social, playful, and easy to join at beautiful 25Hours Hotel lobby (***not langstrasse one***) ***[DOPI Saturday PASS (Chose the right Ticket date)](https://eventfrog.ch/DOPISERIES26)*** 🎉 What’s waiting for you * 🎲 **Table Top Zone :** 3**0+ curated board games** — easy to learn, fun to play . Check our website for more Game details. Limited to 30 Spots . Early arrival suggested. * ⚡ **Action zone:** Join others and socialize over Foosball (table football) • 🎱 Pool • 🏓 Table tennis (Around the World with **Party Vibe).** * 🧠 **Friendly game masters** — rules explained, no stress * 🍕 **Food & drinks on location** (RIBELLI) * 🎁 **Surprise Challenge** or 🍻 relaxed after-DOPI drinks * **Joining Alone :** We are always here to welcome and help you join a table 🎟️[ ](https://eventfrog.ch/DOPISERIES26)**[DOPI Saturday Pass – Regular (CHF 10)](https://eventfrog.ch/DOPISERIES26)** Full access to DOPI: board games, table tennis, pool, foosball & the full social vibe. Games explained, friendly crowd, relaxed Saturday energy guaranteed. ⭐ **[Annual DOPI Legends Pass (CHF 100)](https://eventfrog.ch/DOPISERIES26)** VIP access to **20+ DOPI events** — save **CHF 100 (50% or more)** over single tickets. Includes access to our **private Legends WhatsApp group** for priority updates & perks. 💛 The vibe Cozy, social, and welcoming. Perfect for **expats, locals, solo joiners, and groups**. **Come curious. Leave connected.** ✨ That’s the DOPI way.

A via ferrata is a protected, fixed-cable climbing route that allows people to traverse steep or difficult rocky terrain safely. These routes incorporate steel cables, rungs, ladders, and bridges, which serve as both climbing aids and continuous anchors for a special via ferrata safety set to clip into, blending the experience of hiking and rock climbing. Weather can cancel the event a few days before if weather is not perfect for execution! * https://www.bergfex.com/sommer/monte-carasso/wetter/ * https://www.meteoschweiz.admin.ch/lokalprognose/monte-carasso/6513.html#forecast-tab=detail-view **You MUST sign the waiver form, it contains detailed information about the difficulty and more** -> https://forms.gle/EvdxQrVxPFUEpQjC6 You can read the QuickStart guide: https://docs.google.com/document/d/19oks3FaopmkEDDOAUF163Lo_qWMmBgFS0Ht5TqTf0YA There is no transport organised, no Bus. You can use your car or travel with the organiser Cédric Walter from Zürich HB, meeting up below the Blue Engel at 6:15 sharp The recommended train is **To Be Announced** Costs: You'll have to pay for: * Transport by train to monte-carasso or you organise your own transportation * Cable car cost CHF 24.00 both way (In case of emergency cable car staff can be reached at the following phone number +41 91 825 81 88.) * *Equipment rental at Grotto Mornera to be booked at 091 825 84 38* (helmet + set CHF 30.00) Or bringing your own Via Ferrata complete set.

🔥 One-day training in Zürich - May 2nd Feeling stuck or ready for more in life? ELEVATE is a practical, interactive one-day experience for ambitious people who want clarity, direction, and momentum. You will not just listen — you will take part in powerful exercises, connect with like-minded people, and leave with real insights and a clear next step. 📍GZ Riesbach, Zürich 📅 May 2, 2026 — 10:00 to 19:00 🎟️ Early Bird: 99 CHF (normally 199 CHF) 🎁 Zürich Together members: use coupon code [Elevate-Together] for −25 CHF ✅ Full refund if not satisfied Only 40 seats. 👉 Learn more: www.elevatelife.ch 👉 Get your ticket: https://eventfrog.ch/en/p/courses-seminars/coaching/elevate-7427697923368960257.html

Welcome to the Competitive Play Session. This session takes place every Saturday from 10:45 to 12:15 at the Yonex Badminton Hall Hardbrücke. The number of players on the waitlist one week in advance determines the number of courts booked. If you are on the waitlist but can no longer attend, please remove yourself as early as possible. Players are accepted into the session based on skill suitability. This session is for experienced players looking for quality games. Play is focused on doubles with a competitive mindset and consistent rallies. You should be comfortable smashing, return smashes and keeping up a moderate tempo throughout the session. New players and those who are new to badminton are welcome to join the PM Session (Open Level Play). Payment can be made via TWINT after the session.

Welcome to the Open Level Play Session. This session takes place every Saturday from 12:15 to 13:45 at the Yonex Badminton Hall Hardbrücke. The number of players on the waitlist one week in advance determines the number of courts booked. If you are on the waitlist but can no longer attend, please remove yourself as early as possible. Open to players of all skill levels. This session is for doubles with a relaxed and social focus. Ideal for casual play, improvement and meeting new players. Payment can be made via TWINT after the session.

Welcome to the Open Level Play Session. This session takes place every Saturday from 10:45 to 12:15 at the Yonex Badminton Hall Hardbrücke. The number of players on the waitlist one week in advance determines the number of courts booked. If you are on the waitlist but can no longer attend, please remove yourself as early as possible. Open to players of all skill levels. This session is for doubles with a relaxed and social focus. Ideal for casual play, improvement and meeting new players. Payment can be made via TWINT after the session.

Hi there! I’m happy you have come across **Afro Dance Fitness classes**! Are you interested in group fitness (all levels) or dancing, Afrodance and Working out in a group of likeminded women to Afrobeats music, then this is for you! Afro Workout is an Afrodance inspired Dance Fitness Class in Zürich that combines dynamic dance moves and intensive Workout to Afrobeats. Similiar to Zumba but to Afro music including dance movement, fitness and sculpt. Afro is all about Good Vibes! Expressing a joy of living, to be confident and feel good in your body. This class takes place on **Saturday from 10:30-11:30** in Zürich Wiedikon, 10 min from HB Zürich. We run other classes during the week, check the other times. For all levels! You don’t have to be a dancer or a fitness geek. Party, Dance and sweat with us to Afrobeats! First class is always free for first timers! Sign up for the FREE class [Free class](https://afroworkout.as.me/free-class) Single class: 28.- CHF 10-class Package: 250.- CHF Please always sign up and RSVP to every class, via Meet up Event, [Email](vanessa@afroworkout.com) vanessa@afroworkout.ch, DM on Instagram or Sign up link on Website. There will be always more people in a class then shown on Meet up. Don‘t hesitate to sign up via above mentioned channels. Can‘t wait! Check daily updates and classes on [Instagram](https://instagram.com/afroworkout.ch?igshid=YmMyMTA2M2Y=) Website for more information and class info [www.afroworkout.ch](https://www.afroworkout.ch) Move, Dance and Stay Fit to Afrobeats!

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.

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/).

**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

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.

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia