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Frequently Asked Questions
Yes! Check out cloud infrastructure events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.
Discover all the cloud infrastructure events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find cloud infrastructure events near your location here. Connect with your local community and discover events within your area.
Cloud Infrastructure Events Today
Join in-person Cloud Infrastructure events happening right now
Master Public Speaking at Goodyear Toastmasters
Join us this week as a guest to overcome your fear of public speaking and speak with confidence! We hold weekly meetings on Thursday nights to facilitate impromptu speaking, debates, discussions, and prepared speeches to practice our skills and give each other constructive feedback.
We are a friendly group of all ages and backgrounds in the GTA, where we help our members and guests in their personal and professional development. We typically meet at the Etobicoke Civic Centre with lots of free visitor parking. You can join us as a guest anytime you want, for as long as you would like, to see what Toastmasters is all about! Come and join us this Thursday to become the best version of you.
The theme for this week's meeting is TBD!
Join us to practice your improv. speaking skills, debating skills, and to improve your public speaking abilities.
If you're interested in attending this meeting, please contact us through our "Contact Us" form on http://goodyeartoastmasters.com/ See you there!
ABOUT GOODYEAR TOASTMASTERS
\*NOTE\* We are now back in-person at the Etobicoke Civic Centre! Visitor Parking is free. Simply let the Security Person know you're here for a Toastmasters meeting.
• Our meetings start at 6:45 PM and lasts for about 2-hours. We suggest you arrive earlier to settle in and network before we begin.
• It's free to attend as a guest and you can join us as many times as you would like. For the full access to the Toastmasters Pathways Programme, however, you will need to join as a member and pay a membership fee.
• Don't worry about the low attendance numbers on Meetup. Members do not RSVP here. We use the club website instead. Meetup is primarily a place for us to reach out to newcomers such as yourself!
May 2026 Toronto IAM Meetup
Hi Everyone,
Join us for May's Toronto IAM Community Meetup.
Pls ensure you register at this form: (form will be removed at reg deadline)
Only attendees registered via the google form: https://docs.google.com/forms/d/e/1FAIpQLSeFLwzBdS8mM-yowB0gDZXVa3xAPsVrhWyyNu4ZBIZhNtPoIw/viewform?usp=publish-editor will be admitted into the venue. Registration deadline is May 6, 2026 at 5pm Est.
AGENDA
**5:30pm -** Doors open
**5:45pm -** Welcome by Toronto IAM
**6:00pm -** Talk #1: Inside the 47 Day Certificate Mandate: What Security Leaders Need to Know.
**6:40pm -** Break
**6:50 pm -** Panel on: "IAM Leaders Panel "Identity in the age of AI", with Julien Boninfante, Strategy Advisor at Questrade, Jerry Liang, Sr Manager, IS and IAM, Zebra Technologies and AVP of CIAM at a Canadian Bank
**Abstract:** As AI systems become agentic—able to decide, delegate, and act independently—identity is no longer just about access but about accountability, authority, and trust at machine speed. This panel brings together identity leaders to challenge today’s assumptions, debate what’s hype versus real architectural shift, and explore where existing identity guidance breaks when agents start acting on our behalf. Through sharp, opinion-led questions on delegation, standards, continuous decisioning, and auditability, panelists will surface the principles and industry changes that will matter most in the next 12–24 months.
**7:30pm -** Network
**8pm -** Event and attendees exit venue
Have a great day,
An
The Model That Was Too Dangerous To Release
**This is a ticketed event. Please register at [this link](https://luma.com/tndnx2o9).**
Giles Edkins looks into what we know about the alignment and cyber capabilities of Claude Mythos Preview.
**Event Schedule**
6:00 to 6:30 - Food and introductions
6:30 to 7:30 - Presentation and Q&A
7:30 to 9:00 - Open Discussions
If you can't make it in person, feel free to join the live stream starting at 6:30 pm, via [this link](https://www.youtube.com/@Trajectory-Labs/live).
Eglinton-Yonge Toastmasters Weekly Meeting - IN-PERSON
At Eglinton-Yonge Toastmasters, we're more than just a club - we're a community. Please arrive by 6:00 p.m. to socialize.
Guests are welcome. There is no fee to visit.
We meet at:
Northern District Library
40 Orchard View Blvd. Second Floor, RM# 200.
Directions to the room can be viewed at the following link: [https://bit.ly/eytm-welcome](https://bit.ly/eytm-welcome)
Members of Eglinton-Yonge Toastmasters learn and practice public speaking and leadership skills with a friendly, helpful, and encouraging group of people.
As a year-round club, attendance varies depending on the season. A typical meeting involves 25-30 active members and 2-5 guests.
Guests are able to:
• Meet a great group of people
• Participate in Table Topics
• Share feedback at the end
Members receive:
• Learning materials
• Monthly Toastmasters magazine
• Access to Pathways
• Online resources through Toastmasters International
• An Easy-speak.org account to track speech progress
We look forward to seeing you!
🌸🌆 FLEURS DE VILLES: FLORA – BLOOR-YORKVILLE FLOWER WALK AND DINNER 🌆🌸
🌸🌆 **FLEURS DE VILLES: FLORA – BLOOR-YORKVILLE FLOWER WALK** 🌆🌸
A Floral Trail, City Streets & A Peak Bloom Experience
For a few days each year, Bloor-Yorkville transforms into something completely different — a curated, walkable floral experience right in the heart of the city.
Join us for Fleurs de Villes: FLORA, a one-of-a-kind event where local florists, designers, and businesses come together to “flower-bomb” the neighbourhood with stunning installations.
And here’s the bonus — we’re going earlier in the week, right during peak viewing time.
That means fresher displays, fewer crowds, and the best chance to experience everything at its fullest.
Expect to see over 30 creative floral displays popping up in unexpected places — from fashion-inspired mannequins to floral archways, window installations, and even edible creations along the way.
This is not a formal tour.
It’s a social walk — come explore, wander, and take it all in together.
📲 **Join Our WhatsApp Group:**[ Click here to join](https://chat.whatsapp.com/DRFTkxRlHS4B3IL1lMleUd)
\*\*\*
🚶♂️ **What We’ll Do**
We’ll meet at the Toronto Reference Library and begin our walk through the Bloor-Yorkville area, following the floral trail and discovering installations as we go.
There’s no rush — we’ll take our time, stop for photos, and enjoy the creativity of each display.
After the walk, we’ll head over to Jack Astor's for food, drinks, and a chance to hang out and connect. 🍔🍹
You’re welcome to join for food or head out whenever you like.
\*\*\*
🌆 **Vibe & Expectations**
This is an easy, relaxed city walk — no distance pressure, no intensity.
Just:
✔️ Beautiful visuals
✔️ A lively neighbourhood
✔️ Good company
Also — this is NOT a guided or historical tour. It’s about enjoying the experience and being social.
\*\*\*
**🧢 Meetup Details**
📍 Meetup Location: Outside the Toronto Reference Library
🫎 I’ll be wearing my Moose Hat
⏰ Meetup Time: 6:00 PM
I will only wait 5 minutes.
Early is on time.
On time is late.
We’ll head out promptly.
End Point: Yonge & Bloor
\*\*\*
🎟️ Meetup Fee: $5 cash in person or e-transfer to
📧 \*\*[mathewmaclean@hotmail.com**](http://mathewmaclean@hotmail.com%2A%2A/)
This helps support the group and allows us to keep hosting events like this. Thank you for supporting community! 💖
\*\*\*
🎒 **What to Bring**
Water
Comfortable walking shoes
Camera or phone for photos 📸
Weather-appropriate clothing
Optional: cash/card if joining for food & drinks afterward
Please also use the washroom before arriving, as stops are limited.
\*\*\*
**🌈 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](mailto:torontomoviesandoutings@hotmail.com)
Come for the flowers. Stay for the atmosphere.
Leave feeling like you walked through a version of the city you didn’t expect. 🌸✨
Richmond Hill Toastmasters (Richmond Hill, ON)
Join a fun and supportive group who assist each other in improving their public speaking and leadership skills. Everyone progresses at their own speed.
To attend as a Guest, please register at
https://www.eventbrite.ca/e/richmond-hill-toastmasters-meeting-in-person-tickets-294554439257
To learn more about our Club visit our Facebook page: https://www.facebook.com/Richmond-Hill-Toastmasters-Club-425782637479885
French at the Royal Conservatory
Join us for an evening of French conversation at B Espresso Bar in the atrium of the Toronto Royal Conservatory of Music (near St. George station)!
We welcome all levels of French, and it's free\*.
Venez pratiquer votre français!
\*While there is no fee to attend this event, guests are expected to purchase something from B Espresso Bar, in accordance with RCM's restrictions on usage of the cafe atrium space.
**Building location:**
The Royal Conservatory is at 273 Bloor St W, between Varsity Stadium and the Royal Ontario Museum (ROM). There are entrances off Bloor St. and Philosopher's Walk. If you enter from Bloor St through the large glass doors, follow the hallway on the left beside the staircase and turn left at the end. (Closest TTC: St. George)
**Notes and restrictions:**
The host may or may not attend this event. Attendees are encouraged to seat themselves at two or more adjacent tables, as needed. Please form groups of 6 people at each table; do not rearrange chairs and tables to accommodate more people, as this obstructs the narrow walking space. Guests are expected to order something from the cafe, and are asked to please refrain from bringing outside food or drink. Attendees must leave the building at 8pm when the cafe stops serving.
**Contributions:**
If you are a regular with us and would like to support the group, please send any contributions by e-transfer to [diskutomeetup@gmail.com.](http://diskutomeetup@gmail.com.) The yearly donation goal and amounts received year-to-date will be tracked anonymously on [this google sheet](https://docs.google.com/spreadsheets/d/18GfqYsis8Cf2XGg4KsKQJsY_0Fv3bsSQHwJAxvC1Km8/edit?usp=sharing). Thank you so much for your support.
Cloud Infrastructure Events This Week
Discover what is happening in the next few days
Friday Karaoke Meetups Every Week at Cloud Nine!
Start the weekend off right! Take charge of the stage every Friday night at Cloud Nine in Ajax 10pm -2am. Click on the links to see some of the amazing singers that light up the show.
[Cloud Nine Karaoke singers](https://www.facebook.com/share/v/1KqHL9Q53E/)
[Cloud Nine Karaoke Talent](https://www.facebook.com/share/v/1CG4CFy6kJ/)
[Cloud Nine Karaoke on fire](https://www.facebook.com/share/v/19TKBSnLeF/)
Mob Programming at Mofer Coffee
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.
Friday Night Vibes – Pool, Drinks & New Friends @ Malang Bar & Lounge
No cover. No pressure. Just good people, good music, and good times.
**Every Friday night** from 9PM to 12AM, we're keeping the fire going at **Malang Bar & Lounge**. This is your weekly spot to unwind, connect, and belong.
Come solo. Come with friends. Come because you're tired of the same routine. Whatever brings you here – you're welcome.
**The vibe:**
* 🎱 **Play pool** – pay per game or per hour at the venue
* 🍹 **Grab your own drinks** – fully stocked bar, pay as you go
* 🎶 **Great music** – the perfect backdrop for conversation
* 🤝 **Make new friends** – real connections with like-minded people
* ✨ **No cover fee** – just show up
**The details:**
📍 **Malang Bar & Lounge**
918 Dundas St E Unit C2/C3, Mississauga, ON L4Y 4H9
📅 **Every Friday**
⏰ **9:00 PM – 12:00 AM**
💰 **No cover fee** – pay only for your drinks and pool games
**We're here every Friday. We keep the fire going.** Come for a good time. Make meaningful connections. And see all the possibilities when united we grow.
See you Friday. 🔥
Dupont Morning Code
[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/
#93: AI 双面圆桌派 01 ~ AI 时代如何读书
你有没有试过,让 AI 替你读一本书?
十秒钟,梗概有了。
一分钟,重点也有了。
再问几句,它还会解释、比较、反驳。
很方便。也有一点可疑。
一本书,只看 AI 总结,算读过吗?
工具书也许可以。
小说呢?传记呢?
那些在某一页突然停住的时刻呢?
AI 能说出《悉达多》讲了什么。
哪一句会在你心里留下来,只有你知道。
**第一期「AI双面圆桌派」,我们聊:**
**当 AI 可以总结、解释、陪读、反驳一本书时,人还为什么读书?**
我们该读得更多,还是读得更慢?
我们和三位嘉宾一起,聊几个问题:
* AI 眼里的重点,是我的重点吗?
* 读得快,会不会只是更快地产生“我懂了”的错觉?
* 哪些书可以交给 AI 先读?
* 哪些书,还是要自己慢慢读?
* 故事、共鸣、经验,算不算知识?
两个小环节:
* AI 帮我省下一小时。
* 我用 AI 搞砸的一件事。
带着问题来就好。
不用先有答案。
***嘉宾介绍***
Anna,深耕北美市场营销与中国科技,互联网产品出海,腾讯,IDG投资的企业级AI软件小鹅通elink加拿大负责人,专注企业增长与数字化转型。
* 主导多个品牌北美市场进入与增长项目,实现从0到规模化增长
* 推动小鹅通eLink在加拿大落地,赋能企业私域与数字化转型
* 深度连接中美加商业资源,搭建跨境合作与行业生态网络
Swan, 加拿大注册会计师(CPA),7年审计经验,横跨财务审计与运营审计。曾先后任职于加拿大知名会计师事务所、五大银行,及政府审计部门。拥有横跨三类组织的审计实务经历,擅长从财报中梳理逻辑、发现问题,并快速理解运营流程、防范风险。作为误闯创业群的一名风险“守门员”,习追问,习惯质疑,抽丝剥茧,追本溯源。也是夹缝中生存的打工人,探索如何用AI杠杆减轻负担、加速成长。
张英锋,QHOW Technology 创始人,科技教育与知识传播实践者,长期关注 AI 时代的学习方式与认知模型重构。曾获知乎“2014 年度新知答主”,在科学、数学、教育、历史等领域创作 160 多篇回答和文章,累计阅读超过 3700 万,拥有 26 万关注者。在本场圆桌中,他将从一个略带“反方”的角度讨论 AI 阅读:AI 总结带来的,究竟是真正的知识,还是一种“我已经懂了”的幻觉?他关注的问题是,当 AI 可以快速提炼一本书时,人如何避免停留在叙事共鸣中,而是真正把阅读转化为理解、输出与解决问题的能力。
***About Startup4Chinese***
Started in August 2017, Startup4Chinese's mission is to INSPIRE, EMPOWER, and CONNECT entrepreneurial minds not only among Chinese but beyond. We want to inspire your passionate entrepreneurship spirit, empower your brilliant startup idea, and connect you with your future reliable partner. We value Openness. We provide Pragmatic topics. We want to help you succeed!
***关于OneHub***
OneHub商业咨询是一家领先的加拿大咨询公司,提供商业咨询和顾问服务,帮助中小企业增长和成功。该公司以其战略咨询方面的专业知识而闻名,包括商业计划、市场研究、财务建模和数字化转型。创始人Eddie Lee有30多年企业实务经验,他注意到创业者常常面临相同的问题。OneHub团队,就是要为为初创企业或中小型企业遇到的问题提供全面解决方案。
***About OneHub***
OneHub Business Consulting is a leading Canadian consulting company that provides business consulting and advisory services to help small and medium-sized enterprises grow and succeed. The company is known for its expertise in strategic consulting, including business planning, market research, financial modeling, and digital transformation. Founder Eddie Lee has over 30 years of practical experience in the corporate world and noticed that entrepreneurs often face similar problems. The OneHub team aims to provide comprehensive solutions for the issues encountered by startups or small to medium-sized businesses.
Cloud Infrastructure Events Near You
Connect with your local Cloud Infrastructure community
Building Scalable Customer Identity Resolution Pipelines on AWS Using AI
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
June 2026 AWS Columbus - Topic to be announced
Topic to be announced.
**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
Building Agents with Microsoft Agent Framework
We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.
CBusData - Practical AI for Power BI Developers
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.
GitOps: Easy Deploy and Even Easier Rollback
On Thursday, May 21, 2026, we will meet at the 700N Conference Room at 700 N Hurstbourne Pkwy. Doors will open at 6:00 p.m., and the presentations will begin sharply at 6:30 p.m. Along with an excellent presentation, TEKsystems will provide food. Please RSVP so we know how much food to order. Afterward, we will go to Brick House Tavern for drinks and food to continue the conversation.
The session will also be broadcast at https://twitch.tv/TaleLearnCode.
### **GitOps: Easy Deploy and Even Easier Rollback**
GitOps isn't just for containers. The methodology of deploying from a build is now baked into our culture. Take it a touch farther with infrastructure as code and a few extra techniques, and you can reliably deploy to any platform: cloud, on-prem, container, PaaS, and more. Join us as we learn the methodology of GitOps, the critical pieces you need in place, and the elegance of rollbacks with GitOps. You'll leave with a working repo of deployment techniques that doesn't consume any paid tools or container-specific techniques.
Data & Analytics Wednesday - Mapping and Dashboards
**Total Eclipse of the Chart: School Redistricting Dashboards**
In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these.
While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics.
**About Our Speaker**
Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council.
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)
Short North Street Skate | Weekly Rollout
Short North Street Skates return Saturday, April 4 and we’re excited to get back rolling together.
These weekly rollouts are a chance to move through the city as a group, build community, and create more visibility for skating and small-wheeled movement in Columbus.
Details:
Meet: 1160 N High St
9:30 AM meet
10:00 AM rollout
All wheels welcome
We’ll be skating through the Short North and surrounding areas at a steady, social pace. Routes will use a mix of streets and bike lanes, so comfort navigating the city is helpful, but you don’t need to be an expert.
If you’ve been meaning to come out, this is a great place to start.
Come solo or bring a friend!























