Data Visualization

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 optional QuickStart guide: https://docs.google.com/document/d/19oks3FaopmkEDDOAUF163Lo_qWMmBgFS0Ht5TqTf0YA There is no transport organised, no Bus.
You can travel with the organiser Cédric Walter from Zürich HB using SBB, meeting up below the Blue Engel at 6:45 sharp

 SBB Train Transport by train to monte-carasso or you organise your own transportation So. 03.05.2026, 1 Stunde 58 Minuten Zürich HB -> Monte Carasso, Urènn/Funivia ->Zürich HB Gleis 8 at 07:05 ->Bellinzona Gleis 3 at 08:42 ->Bellinzona Kante B at 08:52 ->Monte Carasso at 09:03 Cable car Cable car cost CHF 21.00 both way (In case of emergency cable car staff can be reached at the following phone number +41 91 825 81 88.) You must reserve your seats using this link https://www.mornera.ch/en/cable-car/. 1. Monte-Carasso to Mornera at around 9:15 1. Mornera to Monte-Carasso at around 17:15 Via Ferrata kit rental 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.

**[⚠️ >>Ticket needed (click here)<<](https://eventfrog.ch/en/p/dating/other-events/paint-flirt-single-only-7434265061286269296.html) or** **[www.social-circle.ch](www.social-circle.ch)** **⏰Check-in at the venue in the first 15 minutes, please make sure to be on time.** 🎨✨ **Paint & Flirt – Singles Only Event (Ages 25–40)** ✨🎨 Looking for a fun way to meet new people while unleashing your creativity? Join us for **Paint & Flirt**, a unique singles event that blends art, laughter, and genuine connections. In a cozy, creative studio, you’ll rotate through **1:1 chats** while painting your choice of **ceramic or canvas**. No need to be an artist – it’s all about relaxing, getting playful with colors, and meeting like-minded singles. 📲 Join our WhatsApp chat to keep up with the event: [https://chat.whatsapp.com/FoJN0DzRQgF232huSHiGOi](https://chat.whatsapp.com/FoJN0DzRQgF232huSHiGOi) (if you run into trouble open it in WhatsApp Web on your desktop) 💌 **What to expect:** * A warm, welcoming vibe – no awkward small talk * Icebreakers to keep conversations flowing * 1:1 chats with fellow singles in your age group (25-40) * Your own painted ceramic or canvas to take home 📍 **Where:** Paint it easy ✨ **Details:** We ensure a balanced gender ratio so everyone gets the most out of the evening. 🎟 **Early Bird Ticket: CHF 25** Includes: * ✅ **Welcome drink** ❗ *Please note:* * ⚠️ Painting is **not included** and must be paid on site 🎨 **Creative activity costs:** paid directly at Paint it easy * Canvas painting: CHF 10/hour + canvas (e.g., 30x40 cm: CHF 9) * Pottery painting: CHF 20–45 per piece Come solo, leave with new connections – and maybe someone special. ❤️ 📸 Note: Photos may be taken during the event for Social Circle promotion. If you’d prefer not to appear in photos, just let us know when you arrive. Tickets are non-refundable. Want more events like this? Join our group! [https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP?mode=gi_t](https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP?mode=gi_t)

**Pub Quiz Night at Shamrock Pub in Wollishofen** Join us for a fun-filled pub quiz night at the Shamrock Pub in Wollishofen on Sunday. We're a group of friends who love a good challenge and are always happy to welcome new enthusiasts to our team! We'll be diving into six exciting rounds of quizzing: four mixed-bag rounds to challenge your general knowledge, plus a visual and an audio round to keep things lively! The Shamrock Pub also offers a great selection of drinks and food, perfect if you want to snack on something while you quiz. **How to Join** 1. **Add yourself as a participant on Meetup**, and 2. **Send the organizer a private message** to confirm your spot and receive full event details. **Important** Only participants who have confirmed their participation with the host directly will be guaranteed a seat at our table. **Others** Depending on group size, there could be **a charge of 5 CHF**. The fee goes to supporting the professional pub quiz master's work. It is not enforced uniformly, but please be informed that we might be collecting a small contribution to pass on. See you on Sunday for a night of trivia, laughs, and good company!

**👉[Ticket needed (click here)](https://eventfrog.ch/de/p/sport-fitness/wandern/walk-and-connect-easy-trail-on-zuerichberg-7454193680942931647.html) or** [www.social-circle.ch](www.social-circle.ch) **🌿 Social Sunday Trail on Zürichberg – Walk, Talk & Connect! 🥾💬** Join us for a relaxed trail on Zürichberg with fresh air, easy forest paths, and great conversations. We’ll match you with new people for one-on-one chats along the way – less small talk, more real connection. 😊 It’s the perfect Sunday plan to slow down, enjoy nature, and meet like-minded people in a beautiful part of Zurich. **👋 Coming alone? That’s totally fine!** We’ll match you with people who share your vibe using the Social Circle app (onboarding during the event). 📲 Stay in the loop: Join our WhatsApp group for updates and the live meeting location on the day: [https://chat.whatsapp.com/HGKLziV4s7bLZWEiouTQhi](https://chat.whatsapp.com/HGKLziV4s7bLZWEiouTQhi) If the link doesn’t open on your phone, try using WhatsApp Web on your computer. **🕒 Timeline** * ⏰ 11:20 – Meet under the big clock at Zurich Main Station (HB) * 🚋 11:45 – Take tram line 6 from Bahnhofplatz/HB to Zoo * 🚶 12:05 – Short walk to the trail entrance on Zürichberg * ❄️ 12:15 – Quick icebreakers to get things flowing * 🗣️ 12:30 – Easy trail through the forest with one-on-one matchups (we switch partners along the way) * 🏙️ 15:00 – Head back to the city 🎒 What to Bring * 📱 Your smartphone for the friend-matching * 👟 Comfy shoes for forest paths * 🥤 Water and a small snack Let’s make your Sunday social, simple, and refreshing! 🌳💬 **Disclaimer** Participation in this event requires a valid ticket, which must be purchased in advance via the link provided in the event description. Please note that tickets are non-refundable and non-transferable. We do not accept cash payments on the day of the event. To ensure a smooth and safe experience, we kindly ask all participants to follow the instructions and announcements from the event organizers. While our team works hard to create an enjoyable and welcoming atmosphere, attendance is at your own risk. We want everyone to feel comfortable and respected. If you encounter any issues or uncomfortable situations during the event, please speak directly to a member of our team — we’re here to help. We reserve the right to exclude participants from the event if they do not adhere to basic standards of respectful interpersonal behavior. This decision is at the discretion of the responsible organizers. By signing up, you agree that any content captured during the event (including photos and videos) may be used on Social Circle’s social media channels and those of our partners. Please be aware that we cannot wait for late participants, as this disrupts the planned group flow and connections. If you're delayed or choose a different route, it’s your responsibility to catch up with the group. A live location will be shared in the event's WhatsApp chat to help you reconnect. Join out Whatsapp newsletter: [https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP?mode=gi_t](https://chat.whatsapp.com/KWSK2jINyuG9uHHjtxfnmP?mode=gi_t)

Join us for a peaceful and uplifting Sunday afternoon at the Zurich Krishna Temple’s traditional Sunday Feast 🌸 Every Sunday, the temple hosts a vibrant cultural and spiritual gathering featuring mantra meditation, devotional music, wisdom talks, and a generous vegetarian/vegan feast. It’s a beautiful opportunity to experience Bhakti-yoga culture, connect with like-minded people, and enjoy a warm community atmosphere. Our Plan We’ll meet at St. Gallen train station at 11.0am and leave together by taking the 11.07am Train to Zurich. From Zurich station, we’ll walk as a group to the temple but you can also take public transport if you prefer that and then we can rejoin at the temple. They also serve lunch for everyone from 1-2pm which we plan to join as well. About the Sunday Feast The program typically includes: • Mantra singing & bhajans (devotional music) • Spiritual lecture & discussion • Traditional temple ceremony • Guided meditation • Large vegetarian/vegan buffet feast The festival begins at the temple from 3:00 PM and continues into the evening. 📍 Location: Krishna Temple Zurich Bergstrasse 54, 8032 Zürich Who should come? Everyone is welcome (irrespective of religious/spiritual background) — whether you’re curious about Bhakti yoga philosophy or simply want to enjoy meaningful community time and great food. Disclaimer This Meetup is a casual group visit. We are not the organisers of the Sunday Feast — the event itself is hosted by the Zurich Krishna Temple. We’re simply attending together as a group from St. Gallen. Feel free to bring friends, comfortable walking shoes, and an open mind

Der Decoden Workshop bietet dir die Möglichkeit, in eine verspielte und kreative Welt einzutauchen und deine eigenen Decoden-Charms und Accessoires zu gestalten. Decoden ist eine dekorative Technik, bei der mit einer cremigen Leimmasse, Farben und süßen Charms gearbeitet wird. Dabei entstehen einzigartige Designs, die sowohl kreativ als auch individuell sind. Dieser Workshop eignet sich perfekt für alle, die etwas Neues ausprobieren und mit wenig Aufwand tolle Ergebnisse erzielen möchten. Im Decoden Workshop kannst du verschiedene Gegenstände nach deinem eigenen Stil gestalten. Zur Auswahl Bilderrahmen Etuis Handspiegel & Tischspiegel Schmuckkästchen Haarklammer Du entscheidest selbst, welches Objekt du dekorieren möchtest und wie verspielt, farbenfroh oder minimalistisch dein Design ausfallen soll. Jedes Werk ist ein Unikat und spiegelt deine persönliche Kreativität wider. Pro Gegenstand benötigst du etwa 15 bis 30 Minuten, je nach Detailgrad und Design. Dadurch eignet sich der Workshop sowohl für kurze kreative Pausen als auch für längere Bastelzeiten. Du kannst auch mehrere Objekte nacheinander gestalten, wenn du Lust hast, verschiedene Designs auszuprobieren. Der Preis startet ab 20 CHF pro Gegenstand. Im Preis enthalten sind eine Farbe und 20 Charms. Alle Materialien stehen für dich bereit, sodass du nichts mitbringen musst. Du kannst direkt loslegen und dich ganz auf das kreative Arbeiten konzentrieren. Wenn du zusätzliche Farben oder Charms verwenden möchtest, kannst du diese flexibel ergänzen. Auch Anfänger\*innen sind herzlich willkommen. Du brauchst keinerlei Vorkenntnisse, um am Decoden Workshop teilzunehmen. Ich erkläre dir Schritt für Schritt, wie die Technik funktioniert, wie du den Leim richtig aufträgst und wie du deine Charms platzierst, damit dein Design harmonisch wirkt. Während des gesamten Workshops stehe ich dir mit Tipps und Unterstützung zur Seite. Wichtig zu beachten ist die Trockenzeit: Der verwendete Leim benötigt etwa zwei Stunden, um stabil zu trocknen, und über Nacht, um vollständig auszuhärten. Du hast daher zwei Möglichkeiten: Du kannst dein Werk gerne bei mir lassen und es zu einem späteren Zeitpunkt abholen, sobald es komplett getrocknet ist. Alternativ kannst du dein Objekt vorsichtig mit nach Hause nehmen und dort weiter trocknen lassen.

Join us for an amazing day trip to the beautiful town of Gruyères ☀️💐🧀. Info: 📅 Date: Sunday, 03. May 2026 🚌 Bus departure: 9:00am sharp (Meeting at 8:50) 📍Meeting Point: Zurich HB Bus station/Sihlquai 🏠 Return: Arrive back in Zurich 19:00/19:30 💸Cost: 34.50 return (Zurich- Gruyeres-Zurich) 💺 To book your seat on the rented bus please follow this link (Limited Space) [Link](https://buytickets.at/zurichtogether/2125616) Join the WhatsApp Chat once you have purchased your ticket: [Link](https://chat.whatsapp.com/BXBOE1KltOQDf02QVByEuO/) What is the plan when we arrive? Option 1 on arrival: Gruyères Cheese Factory + Gruyère Ville / Castle Option 2 on arrival Gruyère Ville / Castle ⚠️Please Note⚠️ Tickets are non-refundable and non-transferable. They will be voided if not used. Please remember that each participant is responsible for their own safety during the trip. The organizer/Zurich Together will not be held liable for any inconveniences that may occur during the event.

Manga zeichnen wirkt auf den ersten Blick oft kompliziert und einschüchternd. Die ausdrucksstarken Augen, die besonderen Gesichtszüge und die dynamischen Figuren lassen viele glauben, dass man dafür jahrelange Erfahrung braucht. Doch genau hier setzt dieser Manga-Zeichenworkshop an: Manga zu zeichnen ist viel einfacher, als du denkst, wenn man die richtigen Grundlagen lernt und Schritt für Schritt angeleitet wird. In meinen Manga-Zeichenworkshops lernen Kinder und Jugendliche auf spielerische und verständliche Weise die wichtigsten Techniken des Manga-Zeichnens kennen. Der Kurs ist so aufgebaut, dass er auch ohne Vorkenntnisse gut verständlich ist und von Anfang an Erfolgserlebnisse vermittelt. Ziel ist es, den Teilnehmenden die Angst vor dem Zeichnen zu nehmen und ihre Kreativität zu fördern. Alle benötigten Materialien sind im Kurs inklusive, sodass nichts mitgebracht werden muss. Zeichenpapier, Stifte und weitere Materialien stehen vor Ort zur Verfügung. Aufwärm- und Sketch-Übungen (10–15 Minuten) Zu Beginn lockern wir die Hand mit einfachen Zeichenübungen und schnellen Skizzen. Diese helfen, Sicherheit im Strich zu entwickeln und entspannt ins Zeichnen zu starten. Grundlagen: Manga-Gesichter (ca. 30 Minuten) Du lernst Schritt für Schritt, wie typische Manga-Gesichter aufgebaut sind – von der Grundform über Proportionen bis hin zu Augen, Nase, Mund und Gesichtsausdruck. Gemeinsam eine Manga-Figur zeichnen (45–60 Minuten) Anschliessend setzen wir das Gelernte um und zeichnen gemeinsam eine komplette Manga-Figur. Dabei lernst du, wie Charaktere lebendig wirken und wie kleine Details Persönlichkeit vermitteln.

Im Punch Needle Workshop verwandelst du einfache Fäden in ein einzigartiges Kunstwerk. Punch Needle ist eine moderne und zugleich entspannende Sticktechnik, bei der mit einer speziellen Nadel Schlaufen in den Stoff gestochen werden. So entstehen strukturierte, weiche Oberflächen und ausdrucksstarke Muster. Der Workshop ist ideal, um Punch Needle kennenzulernen, kreativ abzuschalten oder in kurzer Zeit etwas Schönes mit den eigenen Händen zu erschaffen – ganz ohne Vorkenntnisse. Zu Beginn des Workshops erhältst du eine kurze Einführung in die Grundlagen der Punch-Needle-Technik. Ich zeige dir Schritt für Schritt, wie die Nadel richtig verwendet wird, wie du den Faden führst und gleichmäßige Schlaufen erzeugst. Du lernst, worauf du achten musst, damit dein Motiv sauber und stabil wird. Die ruhige, gleichmäßige Bewegung macht Punch Needle besonders entspannend und perfekt für eine kreative Auszeit vom Alltag. Im Workshop kannst du zwischen zwei kreativen Optionen wählen: Option 1 – Motiv sticken (19 CHF) Du wählst ein bestehendes (oder eigenes) Motiv und stickst dieses ohne Hintergrund. Diese Option ist ideal für Einsteiger\*innen oder alle, die Punch Needle unkompliziert ausprobieren möchten. Der Fokus liegt ganz auf der Technik und dem Motiv selbst. Hier kannst du dein Werk in eine Untertasse verwandeln. Option 2 – Motiv mit Hintergrund (29 CHF) Hier stickst du dein Motiv inklusive Hintergrund. Dadurch erhält dein Werk mehr Tiefe und eine besonders schöne, flächige Struktur. Diese Option eignet sich für alle, die ihr Kunstwerk etwas aufwendiger gestalten möchten. Hier kannst du dein Werk auch in eine Untertasse verwandeln, oder als Deko aufhängen. Die maximale Workshopdauer beträgt bis zu 1 Stunde. Je nach Tempo und Design kannst du dein Werk in dieser Zeit fertigstellen oder einen grossen Teil davon umsetzen. Während des gesamten Workshops begleite ich dich persönlich, gebe Tipps und unterstütze dich bei Fragen oder Unsicherheiten. Alles darf, nichts muss – wichtig ist, dass du Freude am Prozess hast. Alle Materialien sind inklusive. Du arbeitest mit hochwertigen Garnen in verschiedenen Farben, Stoff, Rahmen und Punch Needle. Du musst nichts mitbringen – ausser Lust auf Kreativität. Dein gesticktes Werk kannst du am Ende direkt mit nach Hause nehmen, sei es als Dekoration, Geschenk oder persönliches Erinnerungsstück. Wenn du Lust hast, etwas Neues zu entdecken, kreativ zu entspannen und in kurzer Zeit ein eigenes Kunstwerk zu gestalten, ist dieser Punch Needle Workshop genau das Richtige für dich. 🧶✨

**Ein Moment ausserhalb der Zeit – Fotografischer Streifzug durch die Zürcher Altstadt** Wir tauchen gemeinsam in eine andere Zeit ein und nutzen die Kulisse der Zürcher Altstadt als Bühne für eine besondere fotografische Begegnung. Unsere beiden Modelle **Alla und Jens** tragen sorgfältig ausgewählte historische Kleidung, die der Szene Tiefe, Authentizität und erzählerische Kraft verleiht. Während wir gemeinsam durch die Gassen der Altstadt flanieren, entstehen Bilder zwischen Vergangenheit und Gegenwart – ruhig, entschleunigt und bewusst gestaltet. Der Fokus liegt auf: * Arbeiten mit natürlichem Licht * Bildaufbau und Komposition im urban-historischen Raum * Fotografischem Storytelling mit Menschen * Bewusstem Sehen statt Serienfeuer Das Event ist **geeignet für Anfänger:innen bis ambitionierte Fotograf:innen**. Es geht nicht um Technikdruck, sondern um Wahrnehmung, Gestaltung und Austausch. Fragen, Experimente und unterschiedliche fotografische Ansätze sind ausdrücklich willkommen. **Wichtiges auf einen Blick:** * 📍 Zwinglipl. 4, 8001 Zürich * 👥 Maximal **10 Teilnehmende** für intensives Arbeiten * 📷 Kamera mit Wechselobjektiv empfohlen (keine Pflicht) * 🚶‍♂️ Lockerer Fotowalk, kein Leistungs- oder Zeitdruck Die Teilnahme gilt erst nach dem Zahlungseingang als bestätigt. Ein Event für alle, die Lust haben, Fotografie als bewussten Moment ausserhalb der Zeit zu erleben.

Welcome to our Board and Card Game Event for all kinds of games from fun/leisure games to heavy strategy ones😊 You are welcome to join whenever you feel like it. You don't have to be there at 5pm. Come whenever it's best for you. First timer? No board or card game experience? Not to worry. We are happy to explain every game we play 😊 You are always welcome to bring your favourite games along. We collect no dues at the moment but ask attendees to at least buy a drink in the restaurant where we meet, and not to bring thier own food or drink.

Herzlich willkommen zu unserem wöchentlichen Deutsch-Konversations. Der Fokus liegt auf freiem Sprechen in einer lockeren, freundlichen Atmosphäre, ohne Druck und ohne Unterricht. Das Meetup ist ideal für Lernende ab Niveau B2 bis C2, die ihr Deutsch aktiv anwenden möchten. Die Themen entstehen spontan aus dem Alltag, aus aktuellen Ereignissen oder aus Vorschlägen der Teilnehmenden. Komm vorbei, auch wenn du nur zuhören oder langsam anfangen möchtest! 📢 Hier ist die WhatsApp-Nummer, um in Kontakt zu bleiben: https://chat.whatsapp.com/JoQufaeFR2GBXKdt3nSE2I 🤳 Bitte teile es und folge uns auf Instagram: https://www.instagram.com/deutsch.sprechen.zurich 📅 Hier ist der Veranstaltungskalender: https://fasthub.wixsite.com/deutsch/treffen 💬 Hier ist der temporäre WhatsApp-Link, falls du kommst und chatten möchtest: https://chat.whatsapp.com/HmHEWIJ16or1qRqXVyvipe

Join us for a day of photographing a variety of racing cars and motorbikes at this hillclimb event at Mutschellen (between Dietikon and Bremgarten). Although competitive racing (and specifically overtaking) are not allowed in Switzerland, there are occasionally some opportunities to see some racing cars and this is one. There is a paddock at the bottom where the cars and bikes are prepared and set off in groups up the hill. You can stand in various locations along the route. There are usually some stands selling food and drinks. **Tickets**: CHF20 per person, payable to the event organisers (not PICZ!) on arrival. If coming by car, **parking** is an additional CHF7. **\*\*if this Meetup event is full, of course you can come as a private individual, it may be difficult for more than about 10 members of the club to meet up and stay loosely together!\*\*** **You will need:** * Your camera (preferably with good predictive autofocus) * A variety of lenses, from standard or even wide angle for the paddock, to telephoto to follow the cars and bikes up the hill. * Advisable to bring at least something to drink, you may wish to bring your own lunch too. * Suitable shoes for walking/hiking, there are paths and also grassy fields, there may be some mud. * Clothes: the weather can be variable at this time of year, could be anything from rain to strong sunshine or a mix of both! **Meeting up:** I suggest we try to meet close to the paddock (before the start line) in the morning, although this can be noisy when the engines are started. I will create a WhatsApp group for participants. **Getting there:** * By car, there are temporary car parks in the fields typically on the north end of the site. Look for Bahnhof Rudolfstetten on your SatNav and then follow the signs to the car parks. * By public transport, travel to Bahnhof Rudolfstetten near Berikon & Widen, for example from Zürich HB, zou could take the S12 towards Brugg at 09:14, followed by he S17 at Dietikon at 09:33 to Rudolfstetten. * Please be aware this will be a very busy public event and you may need to queue to buy tickets to get in, so allow time to arrive and meet the group. More information about the event itself here: [https://gpmutschellen.ch/](https://gpmutschellen.ch/)

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

**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

**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**

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

FREE event [https://www.ccad.edu/chroma](https://www.ccad.edu/chroma) Friday, May 15, 3–7 p.m. CCAD campus, 60 Cleveland Ave, Columbus, OH Join Columbus College of Art & Design for *2025* *Chroma: Best of CCAD*, our annual campuswide exhibition showcasing outstanding student work from across the college’s academic programs. This faculty-juried show features select work from CCAD students of all class years, and is a can’t-miss end-of-year campus celebration recognizing their tremendous achievements. It’ll be a night of fun and entertainment, with interactive games, animation and film screenings, art symposiums, poetry and prose readings, and more (along with some of the best local food trucks). *Chroma* is free and open to all. Many exhibitions including... **Game Art & Design:** **DSB, first floor, Welcome Center lobby and Room 115**