Data Architecture

THERE IS NO WAITLIST. EVERYONE CAN JOIN. ​ Whether you're a seasoned tech veteran or just starting out, let's create the ideal afterwork place to meet and chill with other workers in tech - find that new job, expand your network, share ideas, and stay up-to-date on the latest trends in the industry. Let's inspire, innovate, and shape the future of technology in Toronto! Tech, AI, Data, IT, and more \~ ​ \-\-\-\-\-\-\-\- ### Event Details 💰 Cost: $5 (Online only, no tickets at door) [ Link to Website ](https://techsocialtoronto.com/event/meetup) 🍺🥃 Afterwork drinks and social 📍 Madison Avenue Pub (Inside, or ask for Tech Social) - 14 Madison Ave 🕕 6:00pm onwards every Friday ​ **Or RSVP on the website for our Discord / WhatsApp communities, and to see who else is going and what their backgrounds/seniority/interests are:** 🔗 [Link to Website](https://techsocialtoronto.com/event/meetup) ​ If you cannot find us, ask staff about Social Meetup, or find a table, snap a photo and ask in the WhatsApp community above. ​ \-\-\-\-\-\-\-\- ### Who Should Attend? Perfect for **Toronto tech professionals** including: * **Software Developers & Engineers** (Python, JavaScript, Java, C++, React, Node.js) * **Data Scientists & Analysts** (Machine Learning, AI, Data Visualization, SQL) * **Cybersecurity Professionals** (InfoSec, Ethical Hacking, Cloud Security) * **Product Managers & Tech Entrepreneurs** * **Students & Tech Graduates** looking to break into tech * **Career Changers** entering tech industry * **Remote Workers & Digital Nomads** in Toronto * **Startup Employees & Entrepreneurs** * **Digital Marketing & Product Professionals** * **Senior Engineers** looking to mentor and network \-\-\-\-\-\-\-\- ### What You'll Experience * 🤝 **Network with Toronto tech community** * 💼 **Job opportunities** and referrals from peers * 🚀 **Career acceleration** through peer networking * 🎯 **Skill sharing** and tech discussions * 🧠 **Knowledge sharing** on latest tech trends * 🎉 **Social activities** and games * 🧠 **Learn from peers** about real-world challenges * 🚀 **Collaborate** on projects and ideas * 🎯 **Mentorship connections** (both ways!) * 🍻 **Fun, casual atmosphere** \- no matter your seniority level \-\-\-\-\-\-\-\- ### Event Guidelines * Support the venue by purchasing drinks/food (no outside items allowed) * Maintain appropriate behavior and respect for all attendees * Bring physical ID if required by venue (call ahead to confirm) * Disclaimer: We are not affiliated with the venue, we just use the space. So don't call the venue asking about our events. \-\-\-\-\-\-\-\- ​ ​ *Toronto Canada tech social mixer afterwork drinks AI connect network data IT programming cybersecurity digital nomad blockchain crypto big data science computer networking community jobs entrepreneur industry product design startup software development machine learning python javascript professional networking career development it professionals developers mentorship ai sql analytics data engineering business intelligence deep learning tensorflow pytorch data visualization data analysts ml engineers Toronto Canada tech social mixer afterwork drinks AI connect network data IT programming cybersecurity digital nomad blockchain crypto big data science computer networking community jobs entrepreneur industry product design startup software development machine learning python javascript professional networking career development it professionals developers mentorship ai sql analytics data engineering business intelligence deep learning tensorflow pytorch data visualization data analysts ml engineers* **📱 Follow us:**[Facebook](https://www.facebook.com/tech.social.event) \| [Instagram](https://www.instagram.com/tech.social.event/) \| [LinkedIn](https://www.linkedin.com/company/tech-social-event)

**Welcome to Service Design Drinks** Service Design Drinks Toronto is back at the pub and this time, we're doing a mid-year check-in. Back in January, a group of us shared things we wanted to do in 2026. Books to read. Skills to pick up. Projects to finally start. This Friday, we're revisiting that list. What happened? What shifted? What are you swapping out before the second half of the year disappears? No agenda, no presentations. Just good conversation with a community of designers, strategists, and curious people over drinks, at the Duke of York. Come ready to reflect a little. Leave with some accountability and maybe a new friend or two. **Format: Casual meet & greet** **What to Expect** ✅ Fun Icebreakers – Thoughtfully designed to help you connect effortlessl ✅ Exciting conversations – Enjoy connecting with creative professionals in the city ✅ A Relaxed, Welcoming Atmosphere – Come as you are, leave with new friend 📢 RSVP here so we can plan accordingly. It reflects the actual signup

Come jam with us to tunes from Blk Orchid! To book your spot, please go to the link: *[https://torontoadventures.ca/all-adventures/music-shows-on-the-river/](https://torontoadventures.ca/all-adventures/music-shows-on-the-river/)* Link shows live boat availability and options! Located on Toronto’s beautiful Humber River our Music On The River event starts at our Humber Paddling centre which is only a 5-Minute walk from Old Mill TTC Station! Upon arrival we’ll get you signed in and set you up with your boat and equipment before you embark on your scenic paddle of the meandering Humber River before enjoying a 45-Minute set from Popular Local Toronto Artists! ***Events are subject to weather and other factors out of our control. If we must cancel or delay an event we will let you know as soon as possible.*** **Booking and Pricing:** [https://torontoadventures.ca/all-adventures/music-shows-on-the-river/](https://torontoadventures.ca/all-adventures/music-shows-on-the-river/) Single Kayak (seats 1 person) : $49.95 +taxes Tandem Kayak (seats 2 people) : $89.95 +taxes Regular Canoe (seats 2 people) : $79.95 +taxes Large Canoe (seats 3 people) : $99.95 +taxes Stand Up Paddleboard (1 person) : $49.95 +taxes Bring Your Own Boat (boat/equipment): $9.95 +taxes. **What's Included:** * Boat(s) * Paddle(s) * PFD(s) “Lifejackets” * A concert right on the river! * Our experienced staff to help you every step of the way! **What to Bring:** * Dress for the weather! * Sunscreen, Sunglasses & Hats, are all recommended for sunny days! * We recommend securely fastened footwear (footwear is not required for SUPs). * Blanket to keep you cozy during the show * Snacks & Drinks (Non Alcoholic) * Don’t forget your Cameras! **[Google Link Directions](https://torontoadventures.ca/directions/#humberriverlocation)** **[Cancellation Policy](https://torontoadventures.ca/faq/#cancellation)**[ ](https://torontoadventures.ca/faq/#cancellation) We hope to see you out on the water!

W. E. B. Du Bois (1868–1963) was an influential American sociologist, historian, writer, and civil rights activist. A co-founder of the NAACP and a lifelong pan-Africanist, he challenged racial discrimination through journalism, activism and academic research. His landmark book, *The Souls of Black Folk*, explored the experiences of Black Americans and introduced the concept of “double consciousness,” describing the tension of seeing oneself through both one’s own perspective and that of a society shaped by racism. Unlike many of his contemporaries, Du Bois advocated for immediate social and political equality, famously clashing with Booker T. Washington’s strategy of accommodation. Du Bois was one of the first Black Americans to earn a Ph.D. from Harvard University and remains a foundational figure in sociology, African American studies, and the global struggle for human rights. This is half-day philosophy conference on W. E. B. Du Bois presented by the University of Toronto's Centre for Ethics. The conference is free to attend and open to the public. The Conference Schedule * 1pm: Robert Gooding-Williams (Yale) * 2pm: William Paris (Toronto) * 3:30pm: Kwesi Thomas (Toronto/Simon Fraser) * 4:30pm: Chike Jeffers (Dalhousie) About the Centre for Ethics (http://ethics.utoronto.ca): The Centre for Ethics is an interdisciplinary centre aimed at advancing research and teaching in the field of ethics, broadly defined. The Centre seeks to bring together the theoretical and practical knowledge of diverse scholars, students, public servants and social leaders in order to increase understanding of the ethical dimensions of individual, social, and political life. In pursuit of its interdisciplinary mission, the Centre fosters lines of inquiry such as (1) foundations of ethics, which encompasses the history of ethics and core concepts in the philosophical study of ethics; (2) ethics in action, which relates theory to practice in key domains of social life, including bioethics, business ethics, and ethics in the public sphere; and (3) ethics in translation, which draws upon the rich multiculturalism of the City of Toronto and addresses the ethics of multicultural societies, ethical discourse across religious and cultural boundaries, and the ethics of international society. The Ethics of A.I. Lab at the Centre For Ethics recently appeared on a list of 10 organizations leading the way in ethical A.I.: https://ocean.sagepub.com/blog/10-organizations-leading-the-way-in-ethical-ai

*Unwind, get creative, and connect with cool people.* Looking for a calm space to do some art, have meaningful (or silly) convos, and meet new friends in the city? This is your spot. I’ll be bringing **colouring pages and markers** for anyone who just wants to show up and relax. You're also totally welcome to bring whatever creative activity helps *you* unwind — think **sketchpads, mini canvases and paint, journals, clay sculpting, wire bending, model building kits, and collage supplies**. We’ll hang out, make art, and enjoy chill conversations in a cozy, no-pressure environment. No experience or talent required — just bring yourself and whatever helps you feel creative and calm. **✦ What to Bring (optional):** * Any relaxing art or activity you enjoy **✦ I’ll provide:** * Colouring pages, markers, and good vibes **Where to Meet (MADO Cafe at the Food Hall inside The Well):** * The easiest way to get to the venue is to make your way to La Plume restaurant or The Dorset restaurant and turn towards the statue then take the stairs to the lower level. * Shoppers will be on the right and across from Shoppers will be an entrance to The Well's food court. * Make a left and you should see the long tables and MADO cafe. * **We'll meet at the long tables in front of MADO Cafe** Come solo or bring a friend — this is all about slowing down, making connections, and enjoying a creative evening together ✨

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!

**Meet new people over great food in a relaxed, social setting.** This is a small-group social dining experience for people who enjoy good food, good conversation, and expanding their circle in a natural way. Everyone attending is there to meet others — no pressure, no awkward networking. **What to expect** * A small group (usually 4–6 people) * A friendly, low-pressure atmosphere * Easy, natural conversation **How it works** We coordinate the group and reserve the table once attendees confirm. The venue and details are shared with the group beforehand. Just show up, order what you like, and enjoy the experience. Each guest covers their own food and drinks. To keep groups balanced and confirmed, seat confirmations happen through #dine: https://www.hashtagdine.com/

For the event details and registration, use the user group event link: [Global Fabric Day 2026 - Toronto - Microsoft Fabric Community](https://community.fabric.microsoft.com/t5/Toronto-Fabric-Power-BI-User/Global-Fabric-Day-2026-Toronto/ev-p/5161097) The RSVP here is not considered a registration, and it's just to announce the event to the meetup community. TFPUG Team [Toronto Fabric & Power BI User Group | Microsoft Fabric Community](https://community.fabric.microsoft.com/t5/Toronto-Fabric-User-Group/gh-p/TorontoFabricUserGroup) [Toronto Fabric & Power BI User Group | Meetup](https://www.meetup.com/toronto-fabric-user-group/) [Toronto Fabric & Power BI User Group | LinkedIn](https://www.linkedin.com/company/toronto-fabric-user-group/)

🔑 **Polymarket Edge — Analytical Forecasting for Income — Data beats gut feel. Learn the system.** *The approach that turns good forecasting into repeatable income* If you have tried prediction markets and found your results too inconsistent to rely on, this masterclass gives you the analytical framework that changes that. Using proven prediction market strategies, you develop a systematic forecasting edge that holds up across different market types. --- **What this session teaches:** - The workflow of a systematic Polymarket trader from market selection to close - Strategies that generate consistent daily profit over large numbers of positions - A data-driven forecasting process you can apply to any event market **⚠️ Note:** This rsvp alone will not confirm your attendance, so complete registration through the link below — that holds your place not the RSVP — spots run out faster than you expect so register now, and your place is confirmed only once you have registered. ### [🔗 CLAIM YOUR SPOT](https://aiventurelab.org/product/Polymarket?city=Toronto&groupurlname=sparkling-chapters-reading-meetup-club&startgmtdatetime=2026-06-28T22:00:00Z) The Polymarket edge is not a secret — it is a framework — grab your spot and learn what consistent Polymarket earners actually do differently, and the framework you build today starts working the same day. 🎯 *Every consistent Polymarket earner built a system first.*

Let’s do some coding together at a cafe! No more working alone in the weekend. Here, we write code together. And I mean together together. Not occupying-the-same-space-but-separate together. Here’s how it works: Jennifer brings her mobile app project, tells everyone that it is like Pinterest for recipes and she’d like to work on the nav bar. Paul and Chloe think Jennifer's project is fascinating, and they join the group. They gather around Jennifer’s laptop and work on the nav bar for 2 hours. Jennifer is the one typing out the code while Paul and Chloe research, brainstorm, and offer suggestions. If you’re feeling stuck on your own project or need a motivation boost, bring it to mob programming! Want to learn by watching how others code and solve problems? Join someone else’s project at this event! Oh and we love your half-done projects that you are a bit embarrassed to share. Absolutely bring those to the event! **Discord**: We use Discord to share screen & code snippets during the event. Also feel free to share your projects here before the event! https://discord.gg/xwjDdVSw3E **Event policy**: * We have 0 tolerance for harassment. * We don’t allow the projects that are not meant to be shared in public such as school assignments, interview tasks, or trade secrets. * The goal is to write code. We discourage you from pitching business ideas here, doing code reviews, or spending the whole event on planning what to do. * Please buy a drink, and tip the barista well.

[Summary] This meetup is for those who are interested in code, web development, design, cloud, or AI. All levels are welcome, so feel free to bring your laptop and discuss what you are working on or what you are learning. You can share your projects and ideas with other participants freely. There are outlets and WiFi, drinks are about $5 for tea, they take card only. [Price] Attendance is FREE. But you need to buy something from the venue. [Policies] \- We do not tolerate harassment of our members \- We remind users that that this meetup is intended for networking and hobby development\, and any attempts at using this meetup event as a dating platform will not be not be tolerated Further information: https://torontostack.exchange/

### Each Crossroads & Connections workshop is a fast, friendly mash-up: short demos, paired practices and intentional reflection. We keep it light, embodied, and social—so wisdom lands in your muscles and your circle, not only your mind. There isn’t one technique that fixes everything, for everyone, in every situation. ### What is it? We pair complementary domains to spark shared flow, fresh insight, and unforgettable “aha!” moments. You leave with lived skills, not just notes. * **Dialogue** gets you out of solo spin: small-group formats expose blind spots and sharpen “shared reality,” so your next move matches *this* person and *this* moment. * **Imaginal** practice is guided “as if” rehearsal you look *through*, not *at*: walking the beats before the scene means your body recognizes turns when stakes rise. * **Mindfulness** steadies the camera: attention stops jerking around, drama gets de-amplified, and you can catch the instant you’re narrating motives and swap in one honest question. * **Embodiment** makes it actionable through direct, non-verbal experience and how your inner experience matches your outer expression. Facilitators: Varies Fee: $30USD - Or a 10-pack for $200USD [Please visit here](https://awakentomeaning.com/crossroads-and-connections/) for registration and more information.

**🦋 Neighbourhood Read: Circe by Madeline Miller • Relaxed and Inclusive** We're meeting up to open up a conversation around Circe, our selection by Madeline Miller in a friendly low-key environment, and there is always more to discover in a good book together. No requirement to finish — come wherever you are in the book, and note any characters or moments you want to unpack, and bring your reading experience — since there is no wrong reading and every response is worth hearing. The evening is shaped by who is in the room — with the conversation moving where it naturally wants to go, and the most interesting moments never come from the planned questions. Every session is a good first session — and regular members are consistently enthusiastic about welcoming new readers, the only requirement is showing up ready to talk, and first-timers rarely feel like first-timers for long. ⭐ *"The group is warm and the conversation is always great — the discussion always produces at least one reading I had not considered"* – new to the group --- 💬 A great discussion changes how you see a great book — sign up and bring your reading experience however partial and the rest sorts itself out in the room. The group grows every time someone new joins. 💬

**🍵 Book Discussion Group: Circe by Madeline Miller · Just Bring Yourself** This meetup brings the group together to read from and discuss Madeline Miller's Circe in a casual and welcoming atmosphere, and a good chat is guaranteed. Discussion flows wherever the group takes it — with the conversation often surprising even long-time members, and the format rewards curiosity over expertise. No requirement to finish — come wherever you are in the book, and hold onto your strongest reaction to the text, and bring your reading notes — since every perspective adds something the group would not have without you. You do not need to have been before — and the group tends to make first-timers feel at ease very quickly, nothing beyond the book and your thoughts is needed, and the discussion gets richer with every new reader who joins. --- 🌟 Every book grows when you bring it into a room full of readers — RSVP and come ready to talk and the conversation is always worth showing up for. The evening is better when you are in it. 🌟

**Practical Curiosity: Learning from Everyday Data** How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice. Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look. In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it. **About Our Speaker:** [Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

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

**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 Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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

Topic to be announced. **CALL FOR SPEAKERS** Learn more: 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/ **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

Come chat about Atlassian tools and best practices at the Reynoldsburg Sunny Street Cafe and Breakfast is on Atlassian! Let's get the day started off with breakfast with your ACE Leaders! We're always excited to talk about Atlassian Products, share our knowledge and hand out swag! Come chat with us about new product news and anything you are working on within the Atlassian product stack. This is a great opportunity to come see what we are all about, hear new business news and share with other Atlassian users your questions and experiences. We'd love to see new and old friends come out to chat and learn about Atlassian! Agenda --- Moderators Kimberly Deal - Columbus Atlassian User Group Leader Kevin Stanley - Columbus Atlassian User Group Leader Greg Sprowls - Columbus Atlassian Community Leader Hosted By Kimberly Deal, Atlassian User Group Leader Kevin Stanley, Chief Everything Greg Sprowls, Agility Lead --- Global Partner Atlassian (http://atlassian.com) Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality. Partner Atlassian --- For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries. --- Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-rise-and-shine-with-atlassian-reynoldsburg-5/.

Click Here For More Videos: https://www.facebook.com/share/r/17bwkttXhV/ *********************************** Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa. These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all. Swerve Dance & Fitness Complex 640 Lakeview Plaza Blvd A, Worthington, OH 43085 Bachata 7pm-8pm Salsa 8pm-9pm $15 - One Lesson $20 - Both Lessons

http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow