Data Architecture

Ready to add more fun, movement, and connection to your week? Come join our group dance classes at [Access Ballroom](https://studioaccessballroom.com/)! We have classes **every day except Tuesday**—that’s Monday, Wednesday, Thursday, and Friday at 7:50pm, and Weekends at 3:40pm. Visit our [Monthly Calendar](https://studioaccessballroom.com/class-schedule/) to view the group class Schedule. To sign up you can also download our APP that is in both the Google Play store and the Apple Store. Just look up Access Ballroom. Whether you’re a total beginner or already have some moves, you’ll fit right in! We always have multiple teachers on hand to guide every level, so everyone gets the attention they need. Our amazing environment and welcoming atmosphere are what make us one of Toronto’s premier Latin and Ballroom studios—and it’s why we have the most Google reviews in the city! Don’t just take our word for it—come experience the energy, laughter, and community for yourself. We can’t wait to see you on the dance floor!

**The Toronto History Walks Yearly Pass is available. Get it now for $125.00 for 1 year of unlimited tours, email** **torontohistorywalks@gmail.com** **for more information or for signing up!** \*\* **Please note: Please e-transfer the ticket amount when booking your space for this tour! You can e-transfer to the following email at:** **torontohistorywalks@gmail.com** Buried bridges, old Lake Iroquois, Humewood Reach, Springmount Reach, Taddle Creek, stories from Toronto's pre-history. Travel back in time to a far different, and natural Toronto. And then move forward to the fascinating enclave of Little Portugal and the history of the area prior to 1974! The history of this beloved community is a story of heroism and heartache. This tour is an updated route of the separate Garrison Creek tour that was retired last year. Walk along a now hidden waterway and explore ravines in the heart of the city. Travel north on an adventure. Explore historic streets with a very different perspective, of what is beneath. An entire area of the city is buried, and I bet you don't know where. Put it this way in the heart of the city you can find homes that have been buried for over 100 years! Follow the city streets we walk on every single day and understand the geologic processes that have shaped Toronto. The rest as they say is history. This walking tour begins at the southeast **corner** of **Stanley Park** at King Street West and Walnut Street, north side, west of Niagara Street. It ends at Christie Subway Station on Bloor Street West. This walking tour is for all walking levels. Please dress for the season, and hope to see you there. This tour has a ticket price of $15.00 per person. \*\* **Please note: Please e-transfer the ticket amount when booking your space for this tour! You can e-transfer to the following email at:** **torontohistorywalks@gmail.com**

Do you ever find yourself looking for more from your relationships? Or finding that relating with others is challenging, and wish you could have help? This event may be for you. We’re having an afternoon of organized discussion about what it means to be human and to relate with others, followed by some connection exercises to practice skills and techniques. The theme this time is "Pride," in honor of Pride month. Pride is an interesting Janus-like word, with both positive and negative connotations. On the positive side, it's about appreciating oneself and one's accomplishments (or those of loved ones), and self-acceptance, self-esteem, and self-love. But it's also the first of the 7 Deadly Sins, and evokes more discreditable feelings such as vanity, haughtiness, arrogance, hubris, and narcissism. We're going to dig into Pride in all its guises with exercises chosen to explore this theme. And in our open discussion section, we'll delve into how we see pride show up in our lives, for good and for ill. The discussion salon will include opportunities to share feelings in groups of different sizes. It’s a chance to feel heard and connected, and to practice openness and compassion and empathy. The connection exercises, following the discussion, will provide an opportunity to learn and practice skills that are helpful for open relating. These exercises may include opportunities for gentle, non-sexual touch and may tenderly touch on challenging edges for some people, including the possibility of some clothing optional exercises towards the end. Participants are always at choice, including choosing to observe the exercise or leave this part of the program. After the salon there will be a small casual gathering with snacks and a chance to connect informally. The duration of the event is about 3 hours. There is a suggested donation of $15 to cover the cost of snacks and materials. A donation jar will be available at the event. I will be asking registered participants and people wanting to be on the wait list for contact information other than Meetup, either a phone # for texting or a Facebook contact for messaging. This is because often things change at the last minute (e.g. spaces open up for the waitlist, people have questions about parking, etc., etc.) and I want to be able to contact you quickly, and experience has shown that most people don't check Meetup messages frequently enough to communicate quickly enough. Unless I have this contact information from you I won't add you to the list of attendees - so if you're new, please send me a message with your info when you sign up, and I'll send you a confirmation that you're registered. I will send information about address and logistics to registered participants a few days before the event.

Struggling with motivation and focus as you hammer away on your manuscript at home? Want to join a community of writers as we embrace the joys and pains (mostly pains) of writing together? Bring your laptop, pen & paper, old-school typewriter, or futuristic writing gadget, and join an enthusiastic community of science fiction and fantasy writers as we work on our current projects in the same space. The format will be similar to our online writing sprints: 30-minute blocks of focused, quiet writing time (the sprints), interspersed with breaks where we can chat, ask questions, and share our writing experiences.

Come make art using your favourite ai tool. Easels and paintbrushes not included.

We are now at **Yonge Sheppard Centre** in the **food court** near **Dazzle Mi**. We start a bit past 1pm, so if you're late, please find a seat and start writing -- we'd love to hear about your story or your day -- afterwards. :) **Coworking for writers in your area!** Join us for some focused writing time. All writers and all experience levels are welcome and don’t worry, no one will see what you've written. This session is about getting your writing done and meeting other writers in your area. When you show up, say hello to everyone, grab a drink, and get your writing tools ready. Once you’re all settled, take some time to chat with your fellow writers. Once everyone’s arrived, I will lead quick introductions and then set the timer for our quiet and focused writing session. Afterward, we’ll have time to chat and get to know each other. We often talk about our successes and challenges as writers. If you don’t have time to stick around, no worries! **A note about the format** We don’t host critiques or readings. These events are a safe space for writers of all skill levels and genres to work on their craft, so no one will read or critique your writing. For our full event schedule, visit [https://shutupwrite.com](https://shutupwrite.com) **Travel / Parking info:** Public Transit: 1. Take the TTC subway to Sheppard-Yonge Station. 2. Use the Yonge St. Sheppard Ave exit **Driving & Parking:** Parking Entrance to Yonge Sheppard Centre is located on Greenfield Avenue and Doris Avenue. Accessible parking is available on P1, P3 and Concourse. Be sure to check for parking limits or fees. **Location:** We gather around the tables in the food court near **Dazzel Mi**. If you spot a group of people with laptops out, that’s probably us! **RSVP:** Please do RSVP. But be advised that seating is first-come, first-served, even if you have RSVP'd. Seats are not reserved and we can't control how many other people are in the cafe. **SCHEDULE:** 12:45 to 1:15 PM: Arrive and get settled in -- come in early if you want to get lunch. 1:15 to 2:15 PM: Write in silence for an hour. \*\*If you arrive after 1:15, please silently find your own place to sit. We'll welcome you to join the group at 2:15.\*\* 2:15 PM: Introduce yourself. We'll go in a circle; just say your name and 1–2 sentences about what you're writing. (E.g., "I'm Rudolph and I'm writing a non-fiction book about red-nosed reindeer.") 2:20 PM onwards: Chat, hang out, keep writing if you want, leave whenever.

**NO MUSICAL EXPERIENCE REQUIRED** **About Drum & Soul** Drum & Soul is a participatory community space that combines drumming, singing, reflection and conversation in one shared experience. Through rhythms from different cultures, collective music making and meaningful discussion around a focused theme, we practise qualities that strengthen both the individual and the community. This is more than a drumming circle. It is a space where people can grow in expression, presence, listening, and contribution, while learning how these same qualities can be carried into everyday life and relationships. --- ... **Why come** Come if you want to grow your expressive capacity, feel more at ease participating with others, and be part of a growing space that celebrates the human in us. Everyone is welcome, regardless of age, background or musical experience. If you feel shy in groups, that is completely natural. Many people arrive unsure and leave feeling surprisingly at home. --- ... **How it works** --- We begin with a short breathing and centring exercise, followed by simple rhythm demonstration and call and response drumming. We then move into smaller group discussion around a shared theme. From there we shift into collective jamming and improvisation, and end with a potluck meal and informal connection. --- ... **Typical meeting flow** 1. 🫱🏽‍🫲🏻 Arrival & social time – 15 min 2. 🙋🏻‍♀️ Welcome, check in and centring – 15 min 3. 🪘 Call & Respond **Drumming & demo** – 20 min 4. 💬 Facilitated **Discussion** on the Theme (groups of five-or so) – 20 min 5. 🕺🏽 Open **Jamming** with multiple instruments – 30 min 6. 🦋 Potluck **dinner** & social time afterwards – 60 min *This outline is flexible and may shift to suit the group and the space.* --- ... **Logistics & what to bring** We meet in a large and beautiful space. Drums are available on a first come first served basis. We also provide plenty of small percussion instruments so every hand can play. You are welcome to bring your own drum or instrument. We end the evening with a shared **potluck meal**, an extension of the circle where conversation and connection continue. Since the event is free, we warmly ask everyone to bring a small item to share if they are able. Simple finger foods and easy to serve savoury items are especially helpful, such as fruit, veggies and dip, wraps, sandwiches, hummus and pita, samosas, spring rolls, crackers and cheese, or other meal friendly bites. Sweet items are welcome too, but meal friendly contributions are especially appreciated. --- ... **Cost & contributions** --- This is a free event. If you are unable to bring food, you are welcome to make an optional contribution toward refreshments and materials by e-transfer to **hooshmandnyc@gmail.com** --- ... **Helpful notes** --- No prep needed. Doors open at 3:45 p.m. Please arrive by then so we can start at 4:00 p.m. sharp and keep the flow. Location and any last minute updates are posted on Meetup and in our WhatsApp group. We recommend joining the WhatsApp group (ask us for the link at the venue) for quick notices. --- ... **Life Between Gatherings** Drum & Soul does not begin and end with the monthly session. For those who want to continue beyond the gatherings and go deeper, we also have: • **Advanced sessions** for those who want to go further in drumming technique and explore the discussion themes more deeply in a smaller group • **Home or café meetups** for simple in-person connection, where a few participants can continue the conversation more personally and naturally • **Ongoing contact** so the spirit of the gathering can carry into everyday life through our own reflection, friendship and mutual encouragement Over time, these smaller spaces help strengthen connection, shared learning, and community life between sessions. Ask us about these features for more detail. --- ... **Why this matters** Our world is like a sick body, and is aching for a lasting remedy. We believe our special mission here is to nurture one another, define our roles in service to our fellow humans, and become living temples of unity. A meaningful growth unfolds through both self‑discovery and collective effort, and one cannot truly flourish without the other. Come open and prepared to learn, to offer your gifts, and to be strengthened by the power of community. *This ad is also posted in other groups* 📷 Follow us on [Instagram](https://www.instagram.com/artsoultoronto/) 🎥 [A glimpse from one of our sessions](https://youtu.be/ejfeV1PF-0k)

**Volleyball Foundations 3 — Connect Your Skills & Play with Confidence (15+)** Ready to move beyond isolated skills and start playing with flow and purpose? Volleyball Foundations 3 is designed for players who are ready to connect their techniques and develop real game awareness in a team setting. In this progressive clinic, you’ll focus on integrating your skills into live, rally-based play: • **Reading the Ball:** Anticipate trajectory and react earlier to stay one step ahead • **Defense:** Improve footwork, positioning, and overall court coverage • **Attacking:** Learn the 3-step approach and develop controlled, effective hits over the net You’ll also begin to understand the rhythm of the game through continuous play. Sessions emphasize “wash drills” and extended rallies, helping you stay engaged, make decisions under pressure, and build confidence during longer points. Players will be introduced to the **6-Up defensive system** and develop strong on-court communication skills to navigate fast-paced, unpredictable situations. *** **Who This Clinic Is For:** • Players who have completed Volleyball Foundations 2 or have a strong base in passing, setting, and serving • Players ready to develop game awareness, teamwork, and rally consistency • Athletes looking to feel more confident playing in game-speed environments *** **Location:** Miles Nadal JCC — 750 Spadina Ave. (enter through Spadina doors) **Format:** Group instruction led by an experienced, supportive coach **Registration Required in Advance** RSVP’ing on Meetup does not reserve your spot. [Register here](https://app.amilia.com/store/en/miles-nadal-jcc/api/Activity/Detail?activityId=yQ90BGe) ☎️ Or call 416-924-6211 ext. 0 *** **Early Bird Discount:** Register by April 26 at 10 PM to receive **10% off** sessional registration. *** **Why Join?** • Learn to connect skills into fluid, game-like play • Improve decision-making, timing, and court awareness • Build confidence in rallies through continuous, high-energy gameplay • Develop communication and teamwork within a structured system Take the next step toward real gameplay—where skills come together, rallies get longer, and confidence truly starts to show.

**On Sunday, June 14th, join me for Heartbreak Hotel, part of Luminato Festival, straight from an Off-Broadway run, and from acclaimed New Zealand company EBKM**. Heartbreak Hotel blends storytelling, science, and synth-driven music to explore heartbreak from the inside out. Part love story, part physiology lesson, the show follows one woman as she tries — earnestly, awkwardly, and often hilariously — to understand what it really means when love ends. Funny, raw, and unexpectedly tender, Heartbreak Hotel is for anyone who’s loved deeply and lost painfully. A show for broken hearts, open hearts, and anyone who knows that connection — messy, fragile, and beautiful — is what makes us human. My seat is J9. **Purchase Heartbreak Hotel on Sunday, June 14th at 2pm.** **COST** Adults: $49 includes service charges Meetup Organizer Fee: $5 Ticket Policy: All sales are final. **SIGNING-UP** * **RSVP, confirming if you will join for food/drinks after** * **[Purchase](https://purchase.luminatofestival.com/ChooseSeats/1602)**[ ](https://tickets.mirvish.com/tina/20416)**your own ticket for Sunday June 14, 2026 at 2pm, and post a comment with your seat number** A reminder will be sent the day before with my cell and reminder details where to meet and when. RSVPs close Friday and cancellations will result in a No Show and impact future attendance. **MEETUP TIME** **Meet me at: 1:45pm inside Fleck Theatre at Harbourfront Centre at 235 Queens Quay West** Start: 2pm Length: 75 minutes (no intermission) After: meet at the same spot to head across the floor to the Power Plant Enjoy and please post your comments in the Event after.

🎨🌳 **ROSEDALE ART FAIR & HALF-PRICE WINGS SOCIAL** 🌳🎨 Art, Beautiful Streets & One of Toronto’s Best Wing Spots Join us for a relaxed afternoon at the Rosedale Art Fair — an outdoor art event set in one of Toronto’s most beautiful and upscale neighbourhoods. Featuring over 80 Canadian artists, the fair has become a favourite destination for art lovers, collectors, designers, and anyone who simply enjoys wandering through creative spaces on a summer day. Expect: 🖼️ Paintings, photography & sculpture 🎨 Emerging and established Canadian artists 🌳 Tree-lined streets and Rosedale charm ☀️ A relaxed afternoon with good conversation This is not a formal art tour — it’s a social outing to enjoy the atmosphere, discover artwork, and spend time together. 📲 **Join Our WhatsApp Group:**[ Click here to join](https://chat.whatsapp.com/DRFTkxRlHS4B3IL1lMleUd) 🚶‍♂️ What We’ll Do We’ll spend about an hour walking through the fair, browsing the artwork, chatting, and taking in the atmosphere. Afterward, we’ll head over to The Crown and Dragon for food and drinks. 🍗 Bonus: Their famous chicken wings are HALF PRICE that day. The Crown and Dragon is known for having some of the best wings in Toronto, but they also have plenty of other classic pub food options as well. Sometimes the best part of these events is hanging out afterward. 😊 *** 🧢 Meetup Details 📍 Meetup Location: Outside Rosedale Station 🫎 I’ll be wearing my Moose Hat ⏰ Meetup Time: (Insert time) I will only wait 5 minutes. Early is on time. On time is late. *** 🎟️ Meetup Fee: $5 cash in person or e-transfer to 📧 **mathewmaclean@hotmail.com** This fee helps support the group and allows us to continue hosting events like this. Thank you for supporting community! 💖 *** 🎒 What to Bring Water Comfortable walking shoes Money for food/drinks afterward Sunglasses or sunscreen if it’s sunny ☀️ *** 🌈 Who Is This For? This group is open to anyone who wants to be social and make friends — whether single or not. We also host: 🎬 Movies 🚶 Walks & hikes 🎭 Arts & culture outings 🍽️ Restaurant gatherings There’s always something happening. *** REMEMBER: You’re welcome to just show up on the day if you’re unsure about your schedule. And as always, sometimes plans shift and events may need to be canceled — please keep an eye on updates. *** 👤 Organizer: Mathew Questions? Post on the event wall or email 📧 torontomoviesandoutings@hotmail.com Come for the art. Stay for the wings. Leave with a full stomach and maybe a new favourite artist. 🎨🍗✨

Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

Title: Smart Search + AI: An Outcome-Driven Journey from IDP to a Suite of AI Register at the Columbus AWS meetup: [https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/](https://www.meetup.com/columbus-aws-amazon-web-services-meetup/events/313426379/) Over a billion documents processed. Millions of Veterans impacted. Hundreds of thousands of employee hours saved. Faster decisions. Greater accuracy. More benefits in the hands of our disabled Veterans. We created Smart Search, the world’s largest consumer of Amazon Textract, right when GenAI began reshaping what’s possible. Since then, we’ve built a suite of AI‑driven solutions that transform this data into real, measurable outcomes—accelerating benefits decisions for our Nation’s Veterans. Join us for a focused conversation on how an outcome‑driven approach to AI is helping us boost accuracy, streamline workflows, and deliver faster results for those who have served. This is a follow up to the AWS re:Invent 2023 "Intelligent Document Processing with Gen AI for Public Sector" presentation. About Speaker: Cameron Williams is a Senior Technical Project Manager and cross-functional technical leader at Booz Allen Hamilton with 15+ years of experience architecting and evolving scalable, cloud-native systems, from greenfield development to complex enterprise modernization. https://www.linkedin.com/in/cameronw711/ **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/azure-cbus-2026/

Pickleball \| Singles \| 20s\, 30s\, 40s \| Ditch the Apps\. Hit the Courts\. DateColumbus Pickleball League **8 Weeks of Singles Pickleball - you joining us?!** Summer is calling, and we've got better plans for you than swiping right. DateColumbus's Pickleball League is back — 8 weeks of casual open play, rotating partners, new connections, and honestly? A really good time. Whether you've never held a paddle in your life or you've been playing for years, this league was built for you to show up, get moving, and meet people IRL. **Never played before? You're in the right place.** For the first three weeks, we'll have on-site instructors ready to walk you through the basics in the first 30 minutes — no experience needed, no pressure, just good vibes and a little coaching. Our volunteers are also on-site every Monday to get you settled on the courts, introduce you around, and make sure you leave with at least a few new faces in your contacts. **How it works:** We run open play — meaning you'll rotate courts AND partners throughout the night. Winners stay for one round before rotating, so there's always someone new to meet, rally with, and maybe grab a drink with after. Maximum mingling. Maximum fun. **[Ticket & Registration is linked here!](https://www.eventbrite.com/e/summer-pickleball-but-everyones-single-datecolumbus-tickets-1990356562056?aff=oddtdtcreator&keep_tld=true)** **What's included:** * Paddles available every week (or bring your own!) * Locker room on-site * Full restaurant + bar at Paddle Taps * Every Monday, 6:00–8:00 PM for 8 weeks * Eat, drink, and mingle during and after play * **Ready to meet your pickleball partner (and maybe more)?** Grab your spot now — courts fill up fast and so do summer schedules, see you soon :)

We are bringing Microsoft Build sessions to Columbus Ohio! The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us! And yes, there will be free food. Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. 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)

**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** *Customize the IDE: Building Extensions for Visual Studio Code* Visual Studio Code is one of the most widely used development environments today, and much of its flexibility comes from its extension ecosystem. Extensions allow developers to customize the editor with new features, integrations, and workflow improvements tailored to their needs. In this session, we’ll cover what extensions are and the different types available, including full extensions written in TypeScript or JavaScript, along with lighter-weight extensions such as color themes, language packs, language support, code snippets, and keymaps. We’ll also look at practical reasons a developer might create an extension, from automating repetitive tasks to adding custom tooling. The session includes a hands-on walkthrough of creating a new extension, testing it locally, and understanding the basic project structure. We’ll close with a brief overview of how extensions are packaged and published to the Visual Studio Marketplace and other distribution options. **YouTube Link** TBD