Microsoft Excel

9.00pm-10.00pm Bachata intermediate Instructor :David We switch partners so it's ok if you don't have partner Drop in = $15 You can enjoy unlimited classes any days any time and learn variety of Dances Waltz, ChaCha, Salsa, Bachata Monthly plan = $100 for new members first month Address: 39 Glen Cameron Thornhill, unit 1 647-504-9876 Cell:647-504-9876

🌎 Let’s Talk! Spanish & English Exchange Ready to brush up on your language skills and meet some awesome new people? Join us for a relaxed evening of conversation! Whether you want to dive deep into cultural differences or just chat about your week, all topics are welcome. 🥤 Supporting Our Venue We are lucky to have a great spot reserved for us at the bar! To help us keep our group spot and stay in the bar's good graces, **please make sure to purchase at least one drink or snack.** It’s a small way to say "thank you" to our hosts for letting us take over their space! 📝 The Details • What we’ll do: Practice Spanish and English in a friendly, low-pressure environment. • What to bring: Your best smiles, good vibes, and a basic foundation in either language to keep the convo flowing. • How to find us: If you don't see us right away, just ask the waitress or shoot the organizers a message via the Meetup app. ❤️ Keeping the Magic Alive This event is totally free to attend! However, **we do accept small donations to help cover our organizing costs and keep these fun gatherings happening.** Anything is appreciated! See you there! ¡Nos vemos!

8.00pm-9.00pm Salsa Intermediate Instructor :David Drop in = $15 You are welcome with or without partner. We are switching partner so you will have some one to practice during the class . There is also Bachata Class starting from 9.00 for an hour after this class. Address: 39 Glen Cameron Thornhill, unit 1 647-504-9876

🌸🌆 **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** 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 Come for the flowers. Stay for the atmosphere. Leave feeling like you walked through a version of the city you didn’t expect. 🌸✨

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.

みんなさん！トロントにワーホリとか英語を勉強するのがのために来ましたか？このイベントで新しい友だちと会って、楽しましょう！ Let's meet new people and hang out together. We will speak English and Japanese. People who are learning Japanese or are passionate about Japanese culture and traditions are welcome to join. **6pm:** let's meet in the MaRS building food court to practice English and Japanese together 18:00にMaRSビルのフードコートで会いましょう。英語と日本語の練習を一緒にしましょう

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

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.

**🏛️ 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/KYLZlD), 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 is operated entirely on voluntary donations! If we are meeting in a café, buy a beverage! Donations are 100% voluntary, but they help us to bring the gift of deep conversation to people around the world. If you'd like to support, you can [donate here](https://www.zeffy.com/en-CA/donation-form/donate-to-practical-philosophy)! (Practical Philosophy is a registered Canadian charity) **💛 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** * **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. * **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 often, 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/KYLZlD)[ ](https://chat.whatsapp.com/FtwkSBwyNUbCTSOq5H4Kmn?mode=gi_c)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 CLUB - Philosophy, everywhere. ✨** We started in Practical Philosophy back in 2021 and there are now 50+ chapters in over 25 countries, including Canada, Spain, Japan, Mexico and many more! 🗺️ **\*\*\*** **Join our [Vaughan Whatsapp](https://tally.so/r/KYLZlD) 👈** **Follow us on [Instagram](https://www.instagram.com/practicalphilosophyclub/) 👈** **Our [website](https://www.practicalphilosophy.club/) 👈**

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.

This group is to discuss and practice our French . Everu

[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/

🎶**🎭✨ Join Us for Our Monthly Musical Theatre Open Mic Night!** 🎶**🎭** Join us for this our monthly Open Mic Night **Musical Theatre Open Mic Night:** Toronto Cabaret Productions proudly invites you to an open mic experience **like no other** — a night where talent shines, voices soar, and community comes alive. 💖 This isn’t *just* an open mic… It’s a **life-changing, joy-filled, goosebump-making night of connection, courage, belonging, and pure musical theatre magic.** ✨✨✨ Whether you're a powerhouse vocalist, a nervous first-timer, a theatre kid at heart, or simply someone who loves being surrounded by creativity — **this space is for YOU.** A safe, welcoming, all-ages room where everyone is celebrated. 🌈🤝🎶 If you love to sing musical theatre or showtune songs then this is for you. Bring a friend, bring your sheet music, just come and listen, be inspired and just be you. **Diseny Theme Night!:** Come out and sing your favourit disney song or come out and listen! HOWEVER, you can sing any song you like from a show even if it doesn't fi the theme. ### 💫 What to Expect: • 💛 A warm, inclusive, community-minded environment • 🎹 Live piano accompaniment by the brilliant Gabriel QB • 🎤 A chance to perform your favourite MT number (or discover a new one!) • 🎶 Show tune sing-alongs that feel like instant friendship • 🌟 Wildly talented performers + tons of encouragement and applause • 🤗 A place to meet new people, make friends, and belong ### ⏰ Event Flow 📍**Doors Open and Sign Up:** 7:00pm ⏱️**Open Mic Starts:** 7:15pm **🎤 Ends:** 10:00pm 🎟️ **Cover:** $10 cash and there will be no Meetup fee! **Hosted By:** Mathew Mac Lean **Piano Accompanist:** Gabriel Quenneville-Bélair **Meetup Spot:** Mathew will be inside hosting the event **Please note:** **Please bring your own sheet music for the accompanist but we might also have your song.** **Leaving time:** Any time you like. It should take about 2hrs. **REMEMBER YOU CAN JUST SHOW UP OR JUST SHOW UP ON THE DAY OF IF YOU ARE NOT SURE YOU CAN MAKE IT.** **NOTE:** Sometimes things happen and I might have to cancel so please keep a look out for that! *** ### 👥 **About the Group** This event is open to everyone — single, not single, shy, social, new in town or a long-time local. We're a group for people who love movies *and* making real connections. We also do walks, hikes, restaurants, arts & culture — come be part of it! 🎬 **Organized by:** Mathew 📧 Questions? Reach out: **torontomoviesandoutings@hotmail.com** 📅 **Mark Your Calendar:** Next Open Mic — **Friday, May 8th, 2026**🎶✨

We have a new program running on Thursdays 8:00pm-9:30pm from March 26th until May 28th: Casino Rueda! Also known as Rueda de Casino, this is a Cuban salsa dance style where a group of couples form a circle and execute synchronized salsa moves under the direction of a "caller". The classes are progressive, so we'll be looking for a commitment through payment for all classes, but please come join us for your first on March 26th and decide if you'd like to stay for the rest! Each 1.5h class will cost $20, with the entire 9-class program costing $180. No prior experience of partner necessary! Instructor: Leon Payment: Cash or e-mail transfer to galaxydanceclub.info@gmail.com Address: 39 Glen Cameron Thornhill, unit 1 Contact: 647-504-9876 Please let us know if you have any questions!

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.

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.

**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)

Let's Crop!

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com