Cloud Infrastructure

This group is for badminton enthusiasts who are passionate about exploring the connections between metabolism, energy, and exercise. We are welcome beginner plus, intermediate and advance level players looking to improve your skill or a seasoned player seeking to optimize your performance on the court, this group is for you! Join us for friendly games. This badminton session is a weekly event and it is followed with dinner together but it is optional. Birdies: Please bring one birdie with you. However, if you are intermediate plus or advanced level, bring two birdies with you. Court fee: It will be informed at the comment section by 4pm. Cost per person is either $162 (for 3 courts) divided by the number of players attended OR $108 (for 2 courts) divided by the number of players attended. My email address will be provided at that time for etransfer.

**Carden Alvar Birding Adventure** **Sunday, May 3, 2026** **Ospreys, Bluebirds, Meadowlarks and More!** Join us on Sunday, May 3rd for a fantastic early May birding adventure to the famous Carden Alvar, one of the most exciting birding destinations in Ontario. Located about two hours northeast of Toronto, this remarkable area is known for its unique habitat, wide open landscapes, and excellent variety of birds that are not always easy to find elsewhere. We will explore some of the best birding spots in the region in search of Eastern Bluebirds, Eastern Meadowlarks, Ospreys Wilson’s Snipe, Brown Thrashers, many newly arriving warblers and songbirds, along with many other surprises. Moose and Black Bears are sometimes spotted. Carden is one of the very best places in Ontario to enjoy stunning looks at Eastern Bluebirds, and it often provides wonderful photo opportunities as well. The Ospreys are back on territory, and you'll will be able to chance to observe and photograph these impressive birds of prey. This is a really enjoyable outing with plenty of birding, scenic country roads, fresh spring air, and the excitement of never knowing what might turn up next. If you enjoy birds, nature, photography, and a fun day outdoors, this trip is for you. It's rated easy. **Itinerary** Departure from Finch Subway Station passenger pickup area at **8:00 a.m. sharp** Free parking is available on weekends Return to Toronto at approximately **4:30 p.m.** **Important Notes** This tour involves driving between birding locations, along with short and easy walks. Lunch is not included, so please bring your own food, snacks, and drinks. We will also make stops along the way at Tim Hortons. As always, we respect wildlife and private property, and our priority is to enjoy the birds without disturbance. **Cost** **$119 CAD per person** Payment by e-transfer to **torontonaturelovers@hotmail.com** I can take up to **3 passengers only**, so if you would like to join us, please reserve your spot early. Come out for a terrific day of spring birding adventure and enjoy one of Ontario’s true birding gems. **Come see a Bluebird with us!**

⚠️日本語の案内は下にあります⚠️ ⚠️한국어 안내는 하단을 참고해주세요!⚠️ ⚠️中文用户请向下滚动⚠️ CAS Family, thank you as always for being part of this community! This time we’re hosting a special edition event — a Hanami picnic at High Park 🌸 Let’s enjoy the cherry blossom season together, relax, chat, and spend a beautiful spring day with everyone🫶 Let’s make a lovely spring memory together with the CAS Family ☘️ 🎟️Fee : Free✨ 🧳What to Bring • Snacks or drinks if you’d like to share • A picnic mat or blanket if you have one We will bring a large picnic sheet, but extra blankets are always welcome. 🙏 For recreational games, balls, playing cards, frisbees, and more will be provided. ⚽🃏 📍Meeting Point High Park The exact meeting location will be shared only with registered participants. It will be announced at least one hour before the event starts🌸 ☂️Rain Plan If it rains, the event will be cancelled or postponed We will announce the decision at least three days before the event. CAS Familyの皆様へ♡ いつもご愛好ありがとうございます！ ついに長い冬が明けると共に お花見イベントを開催することになりました🌸 🎟️料金: 無料✨ 🧳持ち物 特大レジャーシート、ボール、トランプ、ボードゲーム、フリスビー、縄跳び等ご用意いたしております🫶 ご自身用のスナックや飲み物、レジャーシートの持ち物大歓迎です🙏 📍集合場所 詳しい場所は集合前1時間までにアナウンスいたします。サインアップしてる方のみへの公開です！ ☂️雨天時 中止 or 延期 イベント3日前までにお知らせします 늘 CAS 이벤트에 참석해주셔서 감사드립니다. 봄을 맞아 특별한 이벤트를 개최하게 되었습니다! High Park에서 벚꽃놀이를 즐겨보시는 건 어떠신가요? 🌸 다가오는 봄을 느끼며 즐겁게 대화하며 쉴 수 있는 편안한 시간을 준비했습니다 🫶 CAS와 함께 소중한 추억을 만드실 수 있길 바랍니다 🍀 🎟️ 참가비: 무료 🧳준비물 (선택 사항) 간단한 간식거리 피크닉용 돗자리 커다란 돗자리 하나를 제공해드릴 예정입니다만 여분의 돗자리가 있으시다면 가져와주시면 감사하겠습니다 🙏 카드게임이나 원반 던지기등 다양한 게임이 준비될 예정입니다 ⚽️🃏 📍위치 High Park 정확한 위치는 이벤트 시작 한시간 전에 참가자분들께 안내해드리도록 하겠습니다🌸 ☂️날씨 관련 우천시에는 이벤트가 미뤄지거나 취소될 예정입니다. 최소 3일전에 안내해드리도록 하겠습니다. 🎟️费用：免费✨ 🧳携带物品 • 如果你愿意分享，可以带一些零食或饮料 • 如果有的话，可以带一块野餐垫或毯子 我们会准备一张大的野餐垫，但欢迎大家自带额外的毯子。🙏 同时也会提供一些娱乐活动用品，例如球类、扑克牌、飞盘等。⚽🃏 📍集合地点 High Park 具体集合位置仅会分享给已报名的参加者，并会在活动开始前至少一小时公布🌸 ☂️下雨安排 如果下雨，活动将会取消或延期。 我们会在活动开始前至少三天公布决定。

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

You don’t have to fly to Japan or Washington DC. Its right here at high park. Join us for a walk in high park to witness the cherry blossom! We’re heading to High Park for the annual cherry blossom bloom. Come for the beautiful views, stay for the "I can’t believe it’s finally spring" vibes. We promise it’ll be a blooming good time. Don’t leaf us hanging! We will see you at the high park’s north entrance. Wait for 15 mins and then start the walk. P.S. The moment you touch the leaves or the tree for that one Insta pic, we will disown you! (Not kidding here) 💵 Cost: $2 (cash or e-transfer to mech.mandeep@gmail.com) Who knew running a meetup costs money!!

Please join us for a traditional worship service every Sunday, with music from our wonderful choir and organist. Communion (the Lord’s Supper) is a part of every Sunday service. Join us for coffee hour after the service for conversation and a snack

🌸🌳 **CHERRY BLOSSOMS IN HIGH PARK WALK + LUNCH** 🌳🌸 **Spring Blooms, Busy Energy & A Tavern Finish** If the early morning version felt a little too ambitious… this one’s for you. Join us for a slightly later start to experience the cherry blossoms in High Park — one of Toronto’s most beautiful (and busiest) spring traditions. For a short window each year, the park fills with soft pink blooms, drawing people from all over the city. It’s vibrant, a little chaotic, and completely worth it. The cherry trees were originally gifted in 1959 by the citizens of Tokyo through Ambassador Toru-Hagiwara, symbolizing friendship and appreciation. Many were planted along the hillside near Grenadier Pond — and today, they’ve become one of Toronto’s most anticipated seasonal moments. This is not a formal tour. It’s a social walk — come for the blossoms, stay for the experience. 👉 📲 **Join Our WhatsApp Group:**[ Click here to join](https://chat.whatsapp.com/DRFTkxRlHS4B3IL1lMleUd) \*\*\* 🚶‍♂️ **What We’ll Do** We’ll meet at the park and head toward the three main cherry blossom areas, stopping at each so everyone has time to take photos and enjoy the views. Afterward, we’ll continue on a relaxed walk through the park, passing by the zoo and taking in more of the scenery. To wrap things up, we’ll head out of the park and make our way to The Mugshot Tavern for a casual lunch together. 🍔🍻 You’re welcome to join for food or head out whenever you like. Please note: there are hills throughout the park. \*\*\* 🌦️ **Weather & Expectations** This event will happen in typical spring weather — sun, wind, or light rain. As long as it’s not extreme conditions, we’ll be going ahead. Dress in layers and wear comfortable shoes. 🌸 **IMPORTANT:** Cherry blossom timing can change depending on the season. This event may be moved to another date to catch peak bloom — please keep an eye on updates. Also — expect crowds. This is a popular event, especially later in the morning. And as always — this is NOT a guided or historical tour. I’ll share context casually, but the focus is on enjoying the space together. \*\*\* 🚫 Getting There **DO NOT DRIVE TO THIS EVENT.** Parking will be extremely limited or unavailable. It is strongly recommended to take public transit to High Park Station. \*\*\* 🧢 Meetup Details 📍 Meetup Location: High Park sign (west side at Bloor & High Park Ave) 🫎 I’ll be wearing my Moose Hat ⏰ Meetup Time: 11:00 AM I will only wait 5 minutes. Early is on time. On time is late. We’ll head in promptly. End Point: Near The Mugshot Tavern \*\*\* 🎟️ 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** Good walking shoes (hills!) Camera or phone for photos 📸 Weather-appropriate clothing (layers + spring-ready 🌸) Optional: cash/card for lunch Please also use the washroom before arriving, as stops are limited early on. \*\*\* **🌈 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 blossoms. Stay for the lunch. Leave feeling like you made the most of one of Toronto’s busiest — and most beautiful — spring days. 🌸✨

We will meet up at: Inside Yorkdale Mall’s Starbucks, near the Bus Terminal. Let’s have some drink or snack, and get to know each other. We can also, walk around Yorkdale Mall and have fun.

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

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

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.

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.

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.

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **Radio Signal Analysis Using SDRs and OpenWebRX+** with **Scott McCrory**. Details are are [core.radio](https://core.radio/).

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!