Linked Data

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

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

🍂 **Fall Walk: Rouge National Urban Park** 🌳 is Canada's only Urban Park and is one of our most popular hikes that we do as it's really the only hiking trail in Toronto that you can get to by TTC. Once you are on the trail you will not believe that you are still in the City. Not only will we be walking up and hills but I will take you to one of the best lookout points in the Valley. You don't want to miss an afternoon of hiking. This trail can be a bit challenging (with some ups and downs), so it may not be the best choice for beginners. But if you’re up for it, you’ll feel proud of yourself at the end — and you’ll have shared the experience with a great group of people. After the hike, we’ll enjoy a **group picnic** (30–40 mins). Please bring something small to share — nothing too big so it’s easy to carry! 🥪🍎 *** ### Meetup Details 📍 **Meetup Location (TTC):** On the platform for the **85B bus** at Don Mills Station. Look for me in my Moose Hat 🦌. 🕙 **Meetup Time:** 10:00am (I’ll wait until the bus comes, but remember: *Early is on time, on time is late*.) 🚌 **Bus Leaves:** 10:13am sharp. If you miss it, you won’t be able to join us. 🚗 **By Car:** * Parking is **not available** where we are meeting. If driving, please park at the **Toronto Zoo** (paid parking) and walk to the **Park’s Welcome Centre (the house)**. * Car Meetup Time: 11:00am (we might be a few minutes late arriving). 👟 **Hike Length:** \~2 hours 30 minutes + short break 🧺 **Picnic:** 30–40 minutes after the hike 💲 **Fee:** $5 cash 💵 or e-transfer 📲 to **mathewmaclean@hotmail.com** *** ### What to Bring * Water 💧 * Good walking shoes 👟 * A snack 🍫 * Picnic item to share 🥗 📍 **End Spot:** Park’s Welcome Centre *** ✨ This group is open to anyone who wants to be social, make friends, and enjoy nature. We also run events like movies, hikes, arts & culture, and restaurants. 📱 **Don’t forget to join our WhatsApp group** – [CLICK HERE!](https://chat.whatsapp.com/H59mSCbsAi018gYANrKAnc?mode=ac_t) 🔔 Reminder: You can just show up on the day if you’re not sure ahead of time. ⚠️ Sometimes things happen and I may need to cancel — please keep an eye out for updates. 👤 Organized by Mathew. For questions, post on the wall or email **torontomoviesandoutings@hotmail.com**

This is a buy your own ticket event. I will post my owk seat once I’ve purchased. Presales begin Wed Jan 28th https://www.ticketmaster.ca/lionel-richie-tickets/artist/735972 ^^^^^^ Legendary singer, songwriter and producer Lionel Richie and one of the best-selling bands of all time, Earth, Wind & Fire announced their 2026 North American Tour. Produced by Live Nation, the 26-city tour kicks off on Wednesday, June 24 at Grand Casino Arena in Saint Paul making stops across North America in Toronto, New York, Los Angeles and more before wrapping up in Austin at Moody Center on Friday, August 14.

～English description below～ イベント参加費として、日本人の方(日本で生まれ育ち、現在英語を勉強している方)は2、日本人以外の方(日本語を勉強している方)は5頂いております。 皆さんから頂いたお金は、こちらのサイトの維持費や将来のランゲージエクスチェンジ施設利用料やソーシャルイベント等のために使われます。ご理解の程、よろしくお願いいたします。 予約受付開始：土曜日5:00PM 予約取消締切：土曜日14:00PM(当日) 予約受付締切：土曜日15:00PM(当日) スケジュール 5.15 PM - 5:30PM - チェックイン、グループ分け 5:30 PM - 6:15PM - 日本語の時間［または英語の時間］ 6:15PM - 7:00 PM - 英語の時間［または日本語の時間］ 【イベント内容】 Language Exchangeへようこそ！このグループでは、皆さんのレベルに応じて、3〜4名のグループにわかれ、同じ席になった人たちで各45分間、それぞれ英語と日本語でフリートークを行なっていただきます。決まったディスカッショントピックなどはございませんので、気軽に質問をしながらそれぞれのセッションを楽しんでいただければと思います。 開催場所：Atrium フードコート TJEXのサインボードを持ったオーガナイザーにお声がけください。(もしサインがなかったり、わからなければメッセージをお願いします！) 予約規約（⚠️重要） ・当日の不参加、もしくは15分以上の遅刻、また予約取消締切後の変更は原則不参加(No-Show)とみなします。不参加(No-show)が3回になりますと会員登録が抹消され、退会となりますのでご注意ください。 ・イベントに遅れそうな場合は必ずオーガナイザーまでメッセージをお願いします。イベント開始時間にいるメンバーでグループを組み直すこともあるので、連絡なしで到着された場合はイベントに参加できない可能性もあります。原則、30分以上遅れての参加はご遠慮いただいております。あらかじめご了承ください。 キャンセル待ち ・満席の場合、”キャンセル待ち”リスト(waiting-list)にご登録いただくことが可能です。“参加予定”リスト（going-list)中に空席が発生した場合は、”キャンセル待ち”への登録が早かった方を優先に、オーガナイザーが”参加予定”へ移動しますので、当日の参加状況の変更がないかご自身でご確認ください。 ※ご注意※ ・空席ができた際は、自動的に”キャンセル待ち”より”参加予定”へ変更されます。この時にMeetupよりお知らせがあるかはわかりません。 ・システムにより自動的に”参加予定”とされ、それに気づかずに参加しなかった場合でも、不参加とみなされますのでご了承ください。 Instagramアカウント @tjex.ca 最新情報やミートアップの様子を掲載しています。 ぜひこちらもフォローお願いします！ ***Although our group is a non-profit organization, we collect $ 5 per English Speaker for every event. All the proceeds are used to run this website and for social events*** *Canadian English speakers must be Native or Fluent in English in order to participate* RSVP: RSVP open: 5:00 PM RSVP cancel deadline: Saturday, 2:00 PM (day of the event) RSVP close: Saturday, 3:00 PM (day of the event) Day of Event: 5:15 PM - 5:30 PM - Check-in and Group placement 5:30 PM - 6:15 PM - Japanese conversation 6:15 PM - 7:00 PM - English conversation Event Description: This is an in-person language exchange! Members are placed into groups of three or four based on their language level. Each 45 minute session consists of friendly casual conversation, and/or informal study. Optional Dinner : After the Language event, we usually go for Dinner. Dinner is optional, you may or may not join the Dinner, it depends on you. However, Dinner is only for Participants that joined on the day of the event. Event Location: Atrium Food Court The food court is directly connected to the Dundas subway station. Leave the subway station and walk west along Dundas Street. At the intersection of Bay Street and Dundas Street, you will find an entrance. Proceed down the escalator. The food court is on the basement floor. Please talk to the organizer with the signboard showing TJEX. (If you can’t find them, please send a message to the organizer.) ⚠️RSVP & Late Policy: If you are unable to join on the day of the event, please change your status from 'going-list' to 'not going-list'. Failure to Not show up will result in 1 No -Show. Also, in case of arriving 15 mins late to the event will result in 1 No-Show. Members are removed from the group after 3 No-Shows. Waiting List: Members can join the waiting-list even if an event is full. When a spot becomes available, we will move you to the going-list. Going List: Only Members on the going-list can participate on the day of the event. Group Instagram - @tjex.ca Feel free to follow us!

The Don Valley Ravine hike is becoming popular now. Everyone is glad they went. There is a lot to see and explore. The trails are full of beauty, charm and discovery. Nice way to stay fit and connect with nature. After, we go to the delightful out door Farmer's market at the Brickworks. Lets get another good turn. Let your friends know and invite them . They will thank you. We meet at Sherborne statiion. Please be on time for 10 am. Hikers like to leave on time. Be sure to update your status if there is any change one day before ther event.

Best way to get a hold of us is on our [WhatsApp chat](https://chat.whatsapp.com/Kj63TzHIqYL5hPrRJolhyD), also great way to join a community of amazing like-minded people :) ***Let's Dance!*** ***¡Vamos a bailar!*** ***DJ Geronimo 🎧 will be playing your favorite Salsa 🎵 Bachata 🎶 Chacha 🎵 Merengue hits 🔊 DJ Sweetlike will be jamming in the Kizomba room*** Cover $10 before 7pm - $15 after 7pm - includes: ***Free Bachata Lesson at 6:15pm with entrance to event*** ***Dancing til 10pm*** ***\*Casual dress code*** ***\*Bring your own refreshments*** ***👠Please wear comfortable & clean shoes👞*** **Location:** 📍 40 Stavebank Rd N — Port Credit Memorial Arena

*Every Sunday \| 6:30 PM \- 10:30 PM* 📍 39 Glen Cameron Road, Unit #1, Thornhill, Ontario Ready to get your groove on? Whether you're totally new to Bachata or just looking to sharpen your moves, we’ve got you covered! 🕕 **Schedule**: ***6:30 PM - 7:30 PM**: *Bachata Class* (Perfect for beginners or those with little to no experience. You’ll learn the basics and have a blast!) ** *Drop-in Fee**: $15 *** 7:30 PM - 10:30 PM**: *Social Dance* Stay and practice what you’ve learned during the social dance portion, featuring a mix of Salsa, Bachata, Merengue, and ChaCha! 💲** Drop-in Class + Social Dance**: $15 (That’s for the whole evening! A great deal for tons of fun.) Come on your own, with a partner, or bring some friends! We rotate partners in class so you'll have the chance to dance with everyone and get lots of practice. For more details, text or call: 647-504-9876 Let’s dance the night away! 🌟

🌳🍦 ST. CLAIR WEST VILLAGE WALK, WYCHWOOD PARK, ICE CREAM & MORE! 🍦🌳 Hidden Streets, Storybook Homes & Some of Toronto’s Best Ice Cream Some parts of Toronto feel like you've accidentally wandered into a completely different city. Join us for a relaxed social walk through St. Clair West and the hidden enclave of Wychwood Park — one of Toronto's most unique and exclusive residential communities. Wychwood Park is private, residential, and unlike anywhere else in the city. The homes are all architecturally distinct — no cookie-cutter subdivisions here. Living in Wychwood Park involves a waiting list, board approval, and community guidelines designed to preserve the character of the neighbourhood. It feels almost village-like... peaceful, artistic, and slightly secret. This is not a formal historical tour. It's a social walk with beautiful surroundings, interesting neighbourhoods, and good conversation. 📲 **Join Our WhatsApp Group:**[ Click here to join](https://chat.whatsapp.com/DRFTkxRlHS4B3IL1lMleUd) *** 🚶‍♂️ What We'll Do We'll begin by walking west along St. Clair, taking in the neighbourhood and exploring some of the area's hidden gems. Along the way we'll stop at Dutch Dreams for ice cream — one of Toronto's most famous ice cream destinations. 🍦 From there we'll wander through the winding streets of Wychwood Park before making a stop at Artscape Wychwood Barns to browse the market and community space. Afterward, we'll make our way back toward St. Clair and finish at Grandma Loves You, a local favourite known for some of the best sandwiches in Toronto. 🥪 You are welcome to join us for food or continue back to the subway station. Sometimes the best part of these walks is simply discovering places you never knew existed. *** 🌦️ Weather & Expectations This event happens rain or shine. Please come prepared for outdoor walking and typical Toronto weather conditions. This is an easy social walk suitable for most people. *** 🧢 Meetup Details 📍 Meetup Location: Outside St. Clair West Station by McDonald's 🫎 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. PLEASE BE ON TIME. We will leave promptly and I won't be able to spend time trying to help late arrivals find the group. 📍 End Spot: Back at St. Clair West Station *** 🎟️ Meetup Fee: $5 cash in person or e-transfer 📧 [mathewmaclean@hotmail.com](mailto:mathewmaclean@hotmail.com) This fee helps support the group and allows us to continue hosting events like this. Thank you for supporting community! 💖 *** 🎒 What to Bring 👟 Good walking shoes 💧 Water 🍦 Spending money if you'd like ice cream or lunch 🚻 Please use the washroom before arriving, as stops are limited. *** 📚 Learn More Interested in learning more about Wychwood Park before we go? Click Here! *** 🌈 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 hidden streets. Stay for the ice cream. Leave feeling like you discovered one of Toronto's best-kept secrets. 🌳✨

🍂 **Fall Walk: Rouge National Urban Park** 🌳 is Canada's only Urban Park and is one of our most popular hikes that we do as it's really the only hiking trail in Toronto that you can get to by TTC. Once you are on the trail you will not believe that you are still in the City. Not only will we be walking up and hills but I will take you to one of the best lookout points in the Valley. You don't want to miss an afternoon of hiking. This trail can be a bit challenging (with some ups and downs), so it may not be the best choice for beginners. But if you’re up for it, you’ll feel proud of yourself at the end — and you’ll have shared the experience with a great group of people. After the hike, we’ll enjoy a **group picnic** (30–40 mins). Please bring something small to share — nothing too big so it’s easy to carry! 🥪🍎 *** ### Meetup Details 📍 **Meetup Location (TTC):** On the platform for the **85B bus** at Don Mills Station. Look for me in my Moose Hat 🦌. 🕙 **Meetup Time:** 10:00am (I’ll wait until the bus comes, but remember: *Early is on time, on time is late*.) 🚌 **Bus Leaves:** 10:13am sharp. If you miss it, you won’t be able to join us. 🚗 **By Car:** * Parking is **not available** where we are meeting. If driving, please park at the **Toronto Zoo** (paid parking) and walk to the **Park’s Welcome Centre (the house)**. * Car Meetup Time: 11:00am (we might be a few minutes late arriving). 👟 **Hike Length:** \~2 hours 30 minutes + short break 🧺 **Picnic:** 30–40 minutes after the hike 💲 **Fee:** $5 cash 💵 or e-transfer 📲 to **mathewmaclean@hotmail.com** *** ### What to Bring * Water 💧 * Good walking shoes 👟 * A snack 🍫 * Picnic item to share 🥗 📍 **End Spot:** Park’s Welcome Centre *** ✨ This group is open to anyone who wants to be social, make friends, and enjoy nature. We also run events like movies, hikes, arts & culture, and restaurants. 📱 **Don’t forget to join our WhatsApp group** – [CLICK HERE!](https://chat.whatsapp.com/H59mSCbsAi018gYANrKAnc?mode=ac_t) 🔔 Reminder: You can just show up on the day if you’re not sure ahead of time. ⚠️ Sometimes things happen and I may need to cancel — please keep an eye out for updates. 👤 Organized by Mathew. For questions, post on the wall or email **torontomoviesandoutings@hotmail.com**

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

Highlights and Hidden Gems in SQL Server 2025 With so much emphasis on cloud data platforms and AI these days, SQL people can feel left behind by all the marketing hype. SQL Server 2025 was officially released in November of 2025, though, and contains a ton of improvements that will make our SQL Server deployments a bit faster, better, and more secure. There are even more improvements tucked into the release that never made a marketing blog or press release that you'll likely be learning about for the first time in this session! Join this session to learn about what makes your high availability a little more available, your performance a bit more performant, and your database more developer and app-friendly. Come spend an hour with SQL people talking SQL Server 2025 – the good, the "not quite ready for prime time", and the hidden awesomeness.

You can sleep in on the Semiquincentennial (observed), we’re shifting to the following Friday. But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to. Thanks to the team at Nationwide of supporting the group.

**💥 Join us THIS Saturday and EVERY Saturday!** **💥 At Columbus’ Hottest New Salsa Venue!** **.** Lincoln Street Salsa THIS Saturday and EVERY Saturday! 8 pm – 1 am **.** **💥 Gorgeously Renovated Studio!** **💥 Free Parking!** **💥 BYOB!** **💥 Easy Access from Highway!** **.** Lincoln Street Salsa 1717 Brice Rd Reynoldsburg, Ohio 43215 **.** **ENTRANCE IS ON THE NORTH SIDE OF THE BUILDING** **Behind Anthony’s Pharmacy!** **.** **PLEASE SHARE and help get the word out!** **.** **🟣 Salsa, Bachata, and Merengue Dancing!** **.** **🟣** 8:00 pm – 8:30 pm **𝗥𝗲𝗴𝗶𝘀𝘁𝗿𝗮𝘁𝗶𝗼𝗻** **.** **🟣** 8:30 pm – 9:30 pm **𝗕𝗲𝗴𝗶𝗻𝗻𝗲𝗿 𝗗𝗮𝗻𝗰𝗲 Class!** **.** **🟣** 9:30 pm – 1 am **𝗢𝗽𝗲𝗻 𝗗𝗮𝗻𝗰𝗲 𝗣𝗮𝗿𝘁𝘆!** **.** **✅ Questions?** **Visit [LincolnStreetSalsa.com](https://columbussalsadancing.com/)** Or Text Todd: 614-774-8146 **.** **✅ No Experience Necessary!** **✅ No Partner Required!** **✅ Plenty of People to Dance With!** **.** **✅ $15 Cash / $16 Card** **✅ College Students $5 Off with Valid ID!** **✅ BYOB** **✅ Age 18+** **.** **✅ Lincoln Street Salsa is the perfect place for…** **.** **👉 Learning to Dance** **👉** Social Dancing **👉 Birthday Celebration** **👉** Bachelorette Parties **👉 Girl’s Night Out** **👉 Date Night** **👉** Getting Fit / Burning Calories **👉 Meeting New People** **👉** Having Fun, Fun, Fun! **.** ✅ **Questions?** Visit [LincolnStreetSalsa.com](https://columbussalsadancing.com/ "https://columbussalsadancing.com/") Or Text Todd: 614-774-8146 .

Topic to be announced. **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: https://www.veeam.com/ **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

Most people use LLMs by feel: ask a question, read the answer, decide whether it “seems good,” and move on. That works for casual use. It does not work when you are building software, automating workflows, writing important documents, or relying on AI for anything that needs to be repeatable. In this talk, we’ll look at how to improve and evaluate the inputs and outputs of LLMs using practical measurement techniques. We’ll cover how prompt changes affect results, how to compare outputs, how to build simple evaluation sets, and how math-based methods like similarity scoring can help you move beyond guesswork. This will be beginner-friendly, so even if you don't know anything about AI, you should get something out of it. However, this will be a little more technical than our intro talks. You do not need to be an AI researcher, but programmers and technically curious attendees will get a lot out of it. We’ll cover: * Why “it looks good” is not enough * How to improve prompts by changing the input, context, and constraints * How to compare LLM outputs more systematically * Basic evaluation techniques for accuracy, consistency, and usefulness * How embeddings, cosine similarity, and scoring can help evaluate results * Where automated evaluation works — and where humans still need to stay in the loop By the end, you’ll have a practical mental model for treating LLMs less like magic and more like systems you can test, measure, and improve. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.