Algorithms

🔑 **Polymarket Edge — Analytical Forecasting for Income — Data beats gut feel. Learn the system.** *The approach that turns good forecasting into repeatable income* If you have tried prediction markets and found your results too inconsistent to rely on, this masterclass gives you the analytical framework that changes that. Using proven prediction market strategies, you develop a systematic forecasting edge that holds up across different market types. --- **What this session teaches:** - The workflow of a systematic Polymarket trader from market selection to close - Strategies that generate consistent daily profit over large numbers of positions - A data-driven forecasting process you can apply to any event market **⚠️ Note:** This rsvp alone will not confirm your attendance, so complete registration through the link below — that holds your place not the RSVP — spots run out faster than you expect so register now, and your place is confirmed only once you have registered. ### [🔗 CLAIM YOUR SPOT](https://aiventurelab.org/product/Polymarket?city=Toronto&groupurlname=sparkling-chapters-reading-meetup-club&startgmtdatetime=2026-06-28T22:00:00Z) The Polymarket edge is not a secret — it is a framework — grab your spot and learn what consistent Polymarket earners actually do differently, and the framework you build today starts working the same day. 🎯 *Every consistent Polymarket earner built a system first.*

Struggling with motivation and focus as you hammer away on your manuscript at home? Want to join a community of writers as we embrace the joys and pains (mostly pains) of writing together? Bring your laptop, pen & paper, old-school typewriter, or futuristic writing gadget, and join an enthusiastic community of science fiction and fantasy writers as we work on our current projects in the same space. The format will be similar to our online writing sprints: 30-minute blocks of focused, quiet writing time (the sprints), interspersed with breaks where we can chat, ask questions, and share our writing experiences.

📦 **eCommerce Automation Masterclass — AI-Powered — Build once. Scale forever.** *A blueprint for an online business that earns while you sleep* **AI store session outputs:** - An automated customer interaction system using AI-powered tools - Passive income infrastructure built around AI automation - A pricing and margin strategy built around AI-managed costs For anyone who has looked at eCommerce and been put off by how much manual work it involves, this is where you learn to build the store and let AI run it. Through a step-by-step blueprint session, you create a complete self-running eCommerce store that earns without daily management. **⚠️ Action needed:** Meetup rsvp alone does not register you for this session, so click the register link below and complete the full sign-up to hold your seat — places are finite so do not leave it to the last minute, and skipping this step means your place is not held. ### [🔗 SIGN UP NOW](https://aiventurelab.org/product/AIEcommerce?city=Toronto&groupurlname=sparkling-chapters-reading-meetup-club&startgmtdatetime=2026-06-28T22:00:00Z) --- Passive income via eCommerce starts with a working automated store — claim your seat and build the eCommerce income stream you want, since this one fills before you expect it to. 🤖 *AI does the work. You take the margin.*

We are now at **Yonge Sheppard Centre** in the **food court** near **Dazzle Mi**. We start a bit past 1pm, so if you're late, please find a seat and start writing -- we'd love to hear about your story or your day -- afterwards. :) **Coworking for writers in your area!** Join us for some focused writing time. All writers and all experience levels are welcome and don’t worry, no one will see what you've written. This session is about getting your writing done and meeting other writers in your area. When you show up, say hello to everyone, grab a drink, and get your writing tools ready. Once you’re all settled, take some time to chat with your fellow writers. Once everyone’s arrived, I will lead quick introductions and then set the timer for our quiet and focused writing session. Afterward, we’ll have time to chat and get to know each other. We often talk about our successes and challenges as writers. If you don’t have time to stick around, no worries! **A note about the format** We don’t host critiques or readings. These events are a safe space for writers of all skill levels and genres to work on their craft, so no one will read or critique your writing. For our full event schedule, visit [https://shutupwrite.com](https://shutupwrite.com) **Travel / Parking info:** Public Transit: 1. Take the TTC subway to Sheppard-Yonge Station. 2. Use the Yonge St. Sheppard Ave exit **Driving & Parking:** Parking Entrance to Yonge Sheppard Centre is located on Greenfield Avenue and Doris Avenue. Accessible parking is available on P1, P3 and Concourse. Be sure to check for parking limits or fees. **Location:** We gather around the tables in the food court near **Dazzel Mi**. If you spot a group of people with laptops out, that’s probably us! **RSVP:** Please do RSVP. But be advised that seating is first-come, first-served, even if you have RSVP'd. Seats are not reserved and we can't control how many other people are in the cafe. **SCHEDULE:** 12:45 to 1:15 PM: Arrive and get settled in -- come in early if you want to get lunch. 1:15 to 2:15 PM: Write in silence for an hour. \*\*If you arrive after 1:15, please silently find your own place to sit. We'll welcome you to join the group at 2:15.\*\* 2:15 PM: Introduce yourself. We'll go in a circle; just say your name and 1–2 sentences about what you're writing. (E.g., "I'm Rudolph and I'm writing a non-fiction book about red-nosed reindeer.") 2:20 PM onwards: Chat, hang out, keep writing if you want, leave whenever.

🤖 **Launch Your First AI Agent — OpenClaw — No setup. No code. Just build.** *A hands-on workshop that produces a real output in one session* If you have been watching AI tools evolve and wondering when you can actually build your own, this masterclass is the practical shortcut you have been looking for. By following along step by step, you complete a real agent from scratch using only a browser. --- **Your output from this session:** - The ability to describe a task and turn it into a working automation - Hands-on skills to automate repetitive tasks using AI - Confidence to build more agents without waiting for a developer - A head start on AI automation that most people will never attempt **⚠️ Two steps needed:** Clicking rsvp is only the first step not the whole process, so complete registration through the link below — that holds your place not the RSVP — spaces are purposely limited so move fast, and only a completed registration locks in your seat. ### [🔗 JOIN THE SESSION](https://aiventurelab.org/product/OpenClawMasterclass?city=Toronto&groupurlname=sparkling-chapters-reading-meetup-club&startgmtdatetime=2026-06-28T22:00:00Z) From curious to capable in one hands-on workshop — register below — everything else is handled in the session, as you walk out with something that works not just notes. 💻 *The session where AI goes from buzzword to something you built.*

Hello everyone, **\*\*Kindly Read Carefully\*\*** Please join me and my other groups for a fun Sunday social leisure nature walk that will include trails, parks and cool neighbourhoods in the Yonge and Eglinton area. The day will continue after the walk with a patio party with pizza and burger specials for the group! **Time and Location: Where to meet us?** We will meet at out front of the **Burger Priest (2 Eglinton Avenue)** \*Arrive early if you like (however we will meet out front at 1:00 p.m. (we will wait for everyone to arrive until roughly 1:30 p.m.) This will give us an opportunity to introduce ourselves as everyone arrives; then make our way on our small adventure through quieter and more natural parts of the city we don't usually get to see. More details below: Sincerely, Steve Flemming (Organizer/Host) **Event Details:** **Sunday Park, Trail and Neighbourhood Walk! (with Patio Dinner Party after)** -During the walk we will stop and rest at different spots, bathroom breaks, café break, take some lovely scenic photos, group photos and share some laughs together -Play a couple ice breaker games near the beginning of the walk as well to help us get to know one another \*This event is a great way to naturally make connections, get some fresh air and (re) connect with some wonderful people **Bonus after our Leisure Nature Walk: (Optional)** \*Stick around after the walk for the Soccer Match and fun Patio with Friends Party at an iconic venue with Burger and Pizza specials for the group! **Event Fee:** 10 dollars (cash only) when you arrive (HST is included) or e transfer in advance to Steveflemming11@gmail.com \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Time and Location: Where to meet us?** We will meet at out front of the **Burger Priest (2 Eglinton Avenue)** \*Arrive early if you like (however we will meet out front at 1:00 p.m. (we will wait for everyone to arrive until roughly 1:30 p.m.) **Drivers & Free Parking:** Plenty of parking on Yonge and residential too :) Free parking on Duplex, one street west of Yonge :) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ***Thanks for reading everyone, remember to RSVP and see you real soon!*** :) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

Ready to add more fun, movement, and connection to your week? Come join our group dance classes at [Access Ballroom](https://studioaccessballroom.com/)! We have classes **every day except Tuesday**—that’s Monday, Wednesday, Thursday, and Friday at 7:50pm, and Weekends at 3:40pm. Visit our [Monthly Calendar](https://studioaccessballroom.com/class-schedule/) to view the group class Schedule. To sign up you can also download our APP that is in both the Google Play store and the Apple Store. Just look up Access Ballroom. Whether you’re a total beginner or already have some moves, you’ll fit right in! We always have multiple teachers on hand to guide every level, so everyone gets the attention they need. Our amazing environment and welcoming atmosphere are what make us one of Toronto’s premier Latin and Ballroom studios—and it’s why we have the most Google reviews in the city! Don’t just take our word for it—come experience the energy, laughter, and community for yourself. We can’t wait to see you on the dance floor!

**🦋 Neighbourhood Read: Circe by Madeline Miller • Relaxed and Inclusive** We're meeting up to open up a conversation around Circe, our selection by Madeline Miller in a friendly low-key environment, and there is always more to discover in a good book together. No requirement to finish — come wherever you are in the book, and note any characters or moments you want to unpack, and bring your reading experience — since there is no wrong reading and every response is worth hearing. The evening is shaped by who is in the room — with the conversation moving where it naturally wants to go, and the most interesting moments never come from the planned questions. Every session is a good first session — and regular members are consistently enthusiastic about welcoming new readers, the only requirement is showing up ready to talk, and first-timers rarely feel like first-timers for long. ⭐ *"The group is warm and the conversation is always great — the discussion always produces at least one reading I had not considered"* – new to the group --- 💬 A great discussion changes how you see a great book — sign up and bring your reading experience however partial and the rest sorts itself out in the room. The group grows every time someone new joins. 💬

# SALSA FOR SINGLES – A SINGLES AFFAIR 💃🕺 ### Single in Toronto? We've Got You! **Tired of dating apps? So are we.** Come join a fun and relaxed evening designed for singles looking to meet new people, learn something new, and maybe even find a connection. ### What to Expect ✨ Meet other singles from across the city ✨ Learn Salsa and Bachata with professional instructors ✨ No experience needed – we'll teach you everything! ✨ Rotate partners and dance with different people throughout the night ✨ Enjoy a social, welcoming atmosphere with great music and good vibes Whether you're looking for friendship, romance, or simply a fun night out, this is the perfect way to step outside your comfort zone and connect with others. **Learn to move and groove… who knows? You might just meet your match on the dance floor. ❤️**

**🍵 Book Discussion Group: Circe by Madeline Miller · Just Bring Yourself** This meetup brings the group together to read from and discuss Madeline Miller's Circe in a casual and welcoming atmosphere, and a good chat is guaranteed. Discussion flows wherever the group takes it — with the conversation often surprising even long-time members, and the format rewards curiosity over expertise. No requirement to finish — come wherever you are in the book, and hold onto your strongest reaction to the text, and bring your reading notes — since every perspective adds something the group would not have without you. You do not need to have been before — and the group tends to make first-timers feel at ease very quickly, nothing beyond the book and your thoughts is needed, and the discussion gets richer with every new reader who joins. --- 🌟 Every book grows when you bring it into a room full of readers — RSVP and come ready to talk and the conversation is always worth showing up for. The evening is better when you are in it. 🌟

7.30pm-10.30pm Social Dance Usually more than 50 people join us for a fun Salsa/Bachata night. The best way to end the weekend! You don't need to have a partner or be an experienced dancer. We provide two classes for beginner level and intermediate level. ◾When You Arrive ◾ - Sanitize your hands before entering the dance studio & in between dances, please - Do not come to dance if you show any symptoms of cold/flu ◾ Drop in : $15 ◾ * Every Sunday * 📍39 Glen Cameron Road, unit #1 Thornhill, Ontario From: 7.30 - 10.30 pm Cover fee: $15 at the door We will also be hosting two free salsa lessons and a bachata lesson: (it's included) *6.30pm-7.30pm Bachata L1 by Estephan [small room] *6.30pm-7.30pm Salsa by David [large dance studio] *7.30pm-10.30pm Sunday Social Dancing [large dance studio] * Music: Mostly Salsa & Bachata, some Merengue and a few Cha Cha and Kizomba. Come out and enjoy the night away! * Usually, more than 50 people are attending this social, and people switch partners, so you don't need to bring a partner. 647-504-9876

Hi Fabulous Ladies, Come join us for Lunch on ***Sunday***, June 28th, 2026 at **12:00 PM** at Cynthia's Chinese Restaurant. Come enjoy authentic Chinese dishes served in an elegant and upscale atmosphere. The venue offers an extensive selection of delicious dishes. There are two different menu offerings - a specialty lunch option and an extensive a la menu. Click [here](https://www.cynthiaschinese.com/lunch-menu) for a link to the lunch menu and [here](https://www.cynthiaschinese.com/dine-in) for a link to the a la cart menu. Meet friends and make some new ones while enjoying a lovely Lunch. Each participant will cover their own food and drink costs. **There is a non-refundable / non-transferable $5.00 cover fee** to attend this group event. This charge will reserve your spot, help with group costs and hopefully minimize no shows. **Payment of the $5 cover charge is due by FRIDAY, JUNE 19th, 2026.** After this date, non payment of the cover fee will result in the Member's name being moved to the "not going" list so that those "waitlisted" have an opportunity to attend the Lunch. In consideration of others, if you are not able to attend, please advise 48 hours prior to the event to allow other people on the waitlist to have your spot. No shows and less than 48 hours notice of non-attendance will be noted. 2 or more such occurrences will unfortunately lead to removal from the group. Thank you all for your understanding and consideration. Looking forward to connecting soon! Here are the details for the $5.00 e-transfer - E-mail - [weekendbrunchover50@hotmail.com](http://weekendbrunchover50@hotmail.com/), Security Question - What is the time of the event? **Twelve** Hope to see you there!

**NEW LOCATION - Madison Avenue Pub** **Due to FIFA schedule our venue may be busy. Be sure to confirm venue/dates before coming!** Join your community of fellow Intuitives and MBTI nerds for a casual evening of engaging conversation. We get together every second Sunday – with a mix of regulars and new friends. There is no fee to attend, though we ask that you support the venue by ordering something to eat or drink. **Feel free to contact event host B. via Facebook/Meetup messenger, or text/call 416-712-8635 for directions**. About the venue: Madison Avenue Pub, 14 Madison Ave Nearest Subway: Spadina Map / Directions: https://maps.app.goo.gl/scdLEYqb9LNJWkgWA We make an effort to find pubs that are quiet and introvert friendly, with a section to ourselves. We make no effort to muffle our extroverts, but should they get out of hand, our resident INTJ will use their death stare, to pull them back in line.

5K every week till the snows come down! Or try to! We'll meet by the track. I'll be there early to warm up. We will start the 5K exactly at 9:30am. As mentioned in the About Us, * Using the park track we can all go at our own pace and never really be left behind unless we all finish way ahead of you. :D I think an hour is enough time to dedicate to the run. I'm pretty slow, so you will likely have me around for most of the hour. * Members are free to leave the run whenever they want. * Bring your kids, your pets, your partners, etc. * All encouraged to stick around afterwards and enjoy the park or neighbourhood on your own. * Let's get stronger, healthier and foster a great community at the same time. We also welcome runners who are not in our neighbourhood and want to join us spiritually and run from their own neighbourhoods. :-) Imagine how much healthier and communal the world would be if we all stopped for an hour once in a while to run together; re-centring and re-charging together?

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.

We are excited to host Guided Meditations on Sundays at 6 pm in our Ashram/Gallery/Home! !! !! Everyone wants to know what kind of God we worship and what kind of meditation we do. We worship the GOD that LOVES US! We understand that god is an energy and it lives in us as us. Our meditations guide others to actually experience that energy! xoxo We don't just talk about peace, love and affection, we experience it :) Also we are a home not a business, so we enjoy building community one friend at a time. We always build in time for people to mingle & develop friendships! xoxo Much Love, Frank Tennyson Namaste, Frank Tennyson http://photos3.meetupstatic.com/photos/event/a/f/9/9/600_447824953.jpeg

**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 Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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

Rev. Steven Clevenger is an ordained spiritualist minister with over 40 years experience as a Spiritual Healer, Clairvoyant and Spiritual Teacher, educated and trained at the White Lily Chapel. Rev. Siobhan Wolf Shaffer is an ordained spiritualist minister and certified medium and healer with over 20 years experience. She began her development in 1988 in Pennsylvania and continued when she moved to Ohio in 1998 where she studied at Rays of Lights Church with Rev. Steven Clevenger. Our full worship services consist of an inspirational lecture, healing meditation, and messages from the spirit world that serve to demonstrate evidence of eternal life. Please visit our Official Church Website (http://raysoflightchurch.com) for more information.

We have moved to guild.host. Look us up there. https://guild.host/events/buckeye-cocoaheads-rcavwd

We'll meet at The Capital One Café, 167 Easton Town Center, Space A-103. This is in the main mall where the Microsoft store used to be, on your left if you're standing at the bottom of the AMC Theater escalator. Join us on Saturday for an hour of uninterrupted wordmaking! • What we'll do Join us for an hour of writing! We’ve discovered that it’s strikingly helpful to write with other writers. See if it’s true for you at 10AM on Saturday mornings. Be it a book, blog, script, essay, dissertation, resume, melody, poem or just plain work stuff, you are invited to write it with us. No one will see what you've written or give you unsolicited advice. Instead of just thinking about writing, come and get some real writing done. SCHEDULE: 10:00 - SESSION 1: quick intros. 10:10 - timer starts: write for 1 hour. 11:10 - chat / take off / keep writing. OPTIONAL SOCIALIZING happens at 11A-11:30ish. Writing is very solitary. Connecting (and sometimes even commiserating) with other writers is a cool thing. BEING LATE IS OKAY: just show up and get settled, then check-in with me after the session. (I’ll be the person with the Shut Up & Write! sign.) If you were on time, please be willing to make room for the friendly latecomer. Happy writing and I look forward to seeing you! • What to bring Whatever you need to be able to write! Bring earbuds/earplugs if you want to block noise or the occasional conversation by other patrons. Electrical outlets are limited, so charge your devices before whenever possible. See you at The Café on Saturday!

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9