Domain Driven Design

Join the AWS Cloud Club at Northeastern University, Toronto for an exciting hands-on AWS Jam Session designed to give you real-world cloud experience. This interactive workshop will be led by **[Ashwin Bhargava](https://www.linkedin.com/in/ashwinbh/)**, Professional Services Consultant at Amazon Web Services (AWS), with support from by **[Professor Behnaz Merikhi](https://www.linkedin.com/in/behnazmerikhi)** (Faculty Advisor) During this session, you won’t just learn, you’ll actively solve real-world AWS challenges in teams, using actual AWS tools and services. This is a practical, guided experience that reflects how cloud technologies are used in industry today. **💻 What you’ll be doing:** This is not a lecture. You will work in teams to solve real AWS challenges, using actual AWS tools and services just like in real-world cloud environments **💡 What to expect** * Hands-on AWS challenges * Team-based problem solving * Real-world cloud scenarios * Guidance from an AWS professional **🏆 Award & Recognition:** At the end of the session, the top three performing groups will be recognized. The highest performing group will receive a special AWS Mystery Box, so come ready to participate, collaborate and give your best. **⚠️ Come prepared** * Bring your laptop fully charged (and your charger) * No AWS account required (access will be provided) Be ready to work in teams and actively participate **🎯 Who should attend** * Beginners curious about AWS * Students exploring cloud, DevOps, or tech careers * Anyone who wants practical, hands-on experience **🎟️ Secure your spot now** Don’t miss this opportunity to gain real-world AWS experience and connect with other students in the tech community.

We’re still working to get more people into these Meetups, but our goal is to give PlayYourCourt members a few social tennis outings each week in addition to your practice sessions and Challenge League matches. These Meetups are co-ed, super laid back, and all skill levels are welcome. Post your skill level and a suggested court in the comments section so we can round up as many players as we can for some tennis fun! Also, if you’re looking to meet new practice partners or play some matches and you aren’t already in the PlayYourCourt Community, you can go here to see what we’re all about and sign up: https://www.playyourcourt.com/tennis-community/toronto-ON/meetup/ If you love tennis, we’d love to have you! Be sure and watch the quick video that explains how everything works. Happy hitting! - Scott

Who's NOT had to deal with a life curveball--sudden challenges or worse.. We'll squeeze this important Rotman Author Talk into our schedule. # The Other Side of Change: Who We Become When Life Makes Other Plans Ticket link is below-- $20 attend only $40 attend + copy of book ### **Agenda:** 5:00 pm - Check-in opens + light refreshments 5:30 pm - Fireside chat and moderated Q&A 6:30 pm - Meet-and-greet with author + book signing ### **Book Synopsis:** A revelatory exploration of how we can find meaning in the tumult of change, from a renowned cognitive scientist and host of the critically acclaimed podcast *A Slight Change of Plans.* **Life has a way of thwarting our best-laid plans**. *Out of nowhere, we’re confronting the end of a relationship, an unexpected diagnosis, the loss of a job, or some other twist of fate. In these moments, it can feel like we’re free-falling into the unknown.* As a cognitive scientist, Maya Shankar has spent decades studying the human mind. When an unwanted change in her own life left her reeling, she sought out people who had navigated major disruptions. In *The Other Side of Change*, Shankar tells their riveting, singular stories and weaves in scientific insights to illuminate universal lessons hidden within them. The result is a rich portrait of our complex reactions to change and a deep well of wisdom we can draw from during these experiences. Shankar invites us to rethink our relationship with change altogether. When a big change happens to us, it can lead to profound change within us. The unique stresses and demands of being thrust into a new reality can lead us to uncover new abilities, perspectives, and values, transforming us in extraordinary ways. What if we saw moments of upheaval as an opportunity to reimagine who we can be, rather than as something to just endure? What potential could we unlock within ourselves? ### Speaker: Maya Shankar Cognitive Scientist; Creator, 'A Slight Change of Plans' Podcast **Maya Shankar is a cognitive scientist** and creator of the podcast A Slight Change of Plans, previously named “Best Show of the Year” by Apple. She served as a Senior Policy Advisor in the Obama White House where she founded and chaired the Social and Behavioral Sciences Team, which President Obama formalized by Executive Order in 2015. She was also appointed as the first Behavioral Science Advisor to the United Nations. Maya has a B.A. from Yale and a doctorate from Oxford as a Rhodes Scholar, and completed a postdoctoral fellowship in cognitive neuroscience at Stanford. **Ticket link HERE**: https://www.rotman.utoronto.ca/news-events-and-ideas/public-events/events-listings/2026/march-2026/mar-31---maya-shankar/

Do you want to improve your Public Speaking skills, your Impromptu Speaking skills, learn how to present Feedback with Evaluations, and build your Leadership skills? If the answer is YES to any, attend SUN LIFE SPEAKERS CORNER online for an informative and fun filled session each Tuesday at Noon EST/EDT (except following a Holiday Monday). Guests/Visitors are welcome to participate in the Table Topics (impromptu) session. Join and become a Member to have access to all roles and Pathways, the education system. Please email info.sunlifespeakerscorner@gmail.com for the Zoom link.

We are a group of men that meet weekly. Regular attendees do not always RSVP but we usually have 12 men present. Expect a frank and confidential space where you can speak personally, engage in interesting conversations or get support for your personal goals. **We start our meeting at 7:15 sharp. You can rsvp via meetup or email Saul (sauljoy@gmail.com) for this week’s address.** Guests are welcome but it's pretty casual so make sure you are expected in case we move outdoors to the park. Our group is part of Mentor Discover Inspire (MDI) The MDI Mission: To cause greatness by mentoring men to live with excellence and, as mature masculine leaders, create successful families, careers and communities. From MDI website: https://goo.gl/3DQ6aY From Toronto Star: [https://goo.gl/oDH3uX](https://goo.gl/oDH3uX)

Holy ESL This group is an advanced and intermediate English learners who are interested to learn English language as a second language (ESL) using the Bible. Holy ESL is free and you DO NOT NEED to be a Christian. All and any faith is welcome, so come ready to engage in thought provoking conversations and deeping your understanding of both language and faith. Light refreshments are provided.

Join us this Wednesday at **DIYBio.to** for a hands‑on trial to compare primer design—between cutting‑edge AI algorithms with traditional human expertise. We will also tour our lab - it's under new construction though! And go over some of the fluorescent tools that we have for cloning. **What to expect:** * **Agenda:** 1. Quick intro to primer design fundamentals. 2. Live demo of an AI‑driven primer design tool (e.g., Primer‑AI, DeepPrimer, BiOMNI). 3. Human‑led design session using classic software (Primer‑3, Geneious). 4. Side‑by‑side performance comparison (specificity, speed, cost). Then, we will elect to test some primers on DNA in about two weeks. 5. Open Q&A and brainstorming future collaborations. * **What to bring:** Laptop (optional), curiosity, and any DNA targets you’d like to test. * **Finding us:** Hacklab.to, ground floor lab space Our community biology projects also continue in the wet lab, and we’ll be gathering data from today’s primer‑design showdown to feed into upcoming courses. For more on our broader mission, check out **[diybio.to](https://diybio.to/)**[ ](https://diybio.to/)and the **[experiment.com](https://experiment.com/projects/demystifying-pcr-fostering-scientific-literacy-through-hands-on-pcr-education)** program. **Why this matters:** At DIYBio.to we aim to bridge biology and the community, and now we’re exploring how AI can augment—or perhaps surpass—human ingenuity in a core molecular‑biology task. **Who we are:** A diverse mix of biologists, bio‑engineers, data scientists, and enthusiastic hobbyists—from newcomers to PhD‑level experts—all committed to safe, inclusive, and respectful collaboration at Hacklab.to and DIYBio.to. **Community standards:** Our anti‑harassment policy applies to everyone. Highlights: **Respect & consent:** No photos without permission; **Safety first:** We actively prevent harassment, offensive remarks, or unwanted intrusions—both physical and digital. *By signing up, you agree to uphold these standards and help keep our space welcoming.* **Membership**: If you share our passion and vision, we invite you to become a member of [hacklab.to](https://hacklab.to/) and DIYBio.to. Come visit us, and let's engage in a conversation about cell and molecular biology. Your journey into the DIY world of biology awaits! \*exceptions = holidays, extreme cold weather, illness

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/yvAGbh4PpD **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.

Moved to April 4 - Location will be Hotel Victoria and Restaurant is "Mossops" as of now and this is in Toronto downtown on the date given in the [https://www.eventbrite.com/e/elegant-afternoon-with-desi-singles-singles-event-tickets-1698444034829?aff=oddtdtcreator](https://www.eventbrite.com/e/elegant-afternoon-with-desi-singles-singles-event-tickets-1698444034829?aff=oddtdtcreator) This will be our very first Pitch a Friend!! Because we have postponed to March, reach out if you want to buy for yourself or you and +1 wants to purchase. YOU GET A SPECIAL EARLY BIRD DISCOUNT! We want to give enough time to ask to purchase tickets! [Event Link](https://www.eventbrite.com/e/1698444034829?aff=oddtdtcreator)

**🏛️ WHAT'S PRACTICAL PHILOSOPHY ABOUT?** Practical Philosophy is a weekly meet-up that brings critical thinkers together for an opportunity to dive deep on a topic, practice communicating, and building a community. All with no ‘official’ philosophy knowledge required! 😎 Practical Philosophy is based on the idea that philosophy should be accessible to all, and not something reserved only for academics. Each week we choose a topic, and the goal is to use the conversation to develop our critical thinking and communication as we explore that topic. The goal is to help develop our Critical Thinking, Communication, and Community 🙌 **📓 HOW DOES IT WORK?** Each week, we pick one topic and discuss it. The topic for the week is shared, generally in the [Whatsapp group](https://tally.so/r/ZjaPO0), along with jump-off points to get the conversation going. When groups get bigger than 7-8 people, it’s important that we break into smaller groups. This way we are able to maintain a conversational flow as opposed to having our meetups feel like a discourse or lecture. **General Meeting Agenda** Each Practical Philosophy meet-up follows this general timeline: * 19:00-19:15 - People arrive and chat, get to know each other before the ‘official' start. * 19:15-19:25 - Meeting introduction, explanation of Practical Philosophy and the topic for the week, read the guidelines and the overview so attendees know what to expect in terms of timelines. * 19:25-20:45 - Break into small groups - introduce yourselves and general thoughts on the topic, open discussion afterwards. At this point the group can review the ‘jump-off’ questions as needed, but they are just there to help guide the conversation. It’s not obligatory to answer them. * 20:45-21:00 - Bring everyone back together to discuss conclusions of the topic - each group gives a short 1-minute summary. Organizer concludes the meeting and everyone takes a group photo. * 21:00 - The official meeting is over but it’s a great opportunity to get to know people in a non-structured environment, so we often stick around, chat, and get to know each other. **🧧PRICING?** Practical Philosophy Club is FREE to attend! We just ask that if we are meeting in a café, buy a beverage! Some chapters rent a space for us to meet, and they may ask for donations to help contribute to the cost of rent. Donations will always be 100% voluntary though! 💛 **WHAT PEOPLE SAY ABOUT PRACTICAL PHILOSOPHY** 🗣 “I feel like Philosophy Club helps someone build their own belief system through a series of perspectives while not promoting what’s right and wrong” - Ekam 🗣 “I got hooked from day 1 (the topic was authority) and felt it was the right place for me. I feel it is a place where people can go to learn and discuss new perspectives and increase critical thinking and community by interacting with people who might challenge your point of views but at the same time encourage you to have openness and mind flexibility.” - Daniel **🤓 FAQ** * ​What will we talk about? What's the topic? ​The topic for the week is shared every Sunday in the Whatsapp group. We try to add the topic to the comment section on this event page as well but if you don’t see it, the topic and the jump-off points will be in our [Whatsapp](https://tally.so/r/ZjaPO0). * Do I need to study or read anything to attend? No preparation is necessary. This isn’t a study of other thinkers. We want to know what YOU think about the topic, not what an old philosopher thought. If you have a perspective from a religion or a school of thought to share, throw it on the table and we’ll discuss it, but it's not required. * Is there a specific philosophy that Practical Philosophy is focused on? The goal of our meet-ups is to not have dogmatic discussions, and flex our critical thinking muscles. Because of this, we want to hear from every realm of thought, and don't study a particular school. * Is it mostly men that attend? Surprisingly, no! Although philosophy is seen as a Candelabra affair in a dark room with a bunch of guys, our Practical Philosophy meetups are generally 50/50 between genders, and we don’t meet in any dark rooms. * Can I come alone? Of course you can, we encourage it :) * Can I be late? Please don't be! We do have a 15 minute grace period where we allow people to funnel in while we hang out, but after that if you arrive too late, it disrupts the flow of the conversation. * Where do you meet? The location is posted in Meetup and our [Whatsapp](https://tally.so/r/ZjaPO0) group for this location. It is HIGHLY RECOMMENDED that you join the Whatsapp group! If you want to know what other cities have a Practical Philosophy Club, you can see our chapters on our [website](https://www.practicalphilosophy.club/practical-philosophy-locations/). 🤝**POLICY** To respect our members privacy, we ask that no one privately message a member without first getting explicit consent. (This looks like speaking in person and being asked to message privately.) Contacting or texting other participants without prior consent is not permitted and may result in removal from the group. Practical Philosophy reserves the right to enforce this policy at its discretion to maintain a safe and respectful environment. **PRACTICAL PHILOSOPHY - Making Philosophy Available To All.** ✨ Practical Philosophy hosts weekly, in-person meetups in over 25 countries and 50+ chapters, including Canada, Spain, Japan, Mexico and many more! 🗺️ \*\*\* Join our [Whatsapp group](https://tally.so/r/ZjaPO0) 👈 Follow us on [Instagram](https://www.instagram.com/practicalphilosophyclub) 👈 Our [website](https://www.practicalphilosophy.club/) 👈

For the event details and registration, use the user group event link: [TFPUG Apr 2026 Event: Fabric Security and Medallio... - Microsoft Fabric Community](https://community.fabric.microsoft.com/t5/Toronto-Fabric-Power-BI-User/TFPUG-Apr-2026-Event-Fabric-Security-and-Medallion-Architecture/ev-p/5133902) 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/)

We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able! Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!

Colombus Code & Coffee is thrilled to partner with Central Ohio Azure to put on the global Azure community day! RSVP here: https://www.meetup.com/central-ohio-azure/events/313484939/ View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

Pay attention! We’re delaying a week for those of you who may be on Spring break and/or celebrating the holiday. Ok, no pancakes, but waffles-a-plenty. Join the local UX and Digital Design community for a casual monthly breakfast. Look for us upstairs!

The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!

The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.

**TBA**

**The Data-Driven Brand: Using Analytics to Shape Perception** Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory. For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy. She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps). Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way. **About Our Speaker** Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers. 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)