Data Science

**A refined speed dating evening for South Asian singles ages 22-32 seeking intentional, meaningful connections.**

**Though it's coming to late spring, one wonders if spring has even started; nonetheless it is time for another brunch,** The future of the **Halton Peel Humanist Community (HPHC)** of which **Cafe Scientifique** is an initiative is in the balance and we want our members and friends to be aware of the challenges we face. Please join us and share your ideas, and especially what you can contribute to keep it going. We will soon discuss these matters more formally at the Annual Meeting of HPHC, but see no reason why we cannot start the conversation sooner. We’re all ears. ***Apologies for the relatively short notice*** Curious about the brunch menu at the Donegal Arms? You can browse it here: *[Brunch Menu](https://www.instagram.com/p/DLLKR7vP9dB/)* (though no promises it’s fully up to date). **Parking tip:** Try the lot on Hurontario Street, just north of Donegal Arms and the two storefronts next to it.

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: The Pint Public House Nearest Subway: Union Station Map / Directions: https://maps.app.goo.gl/G5GfXDSQXeifJ5ot5 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.

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.

**Want to help bring your city’s community together?** We’re looking for local hosts to organize small group lunches, evening drinks, mixers, movie get-togethers and curated experiences. **No experience necessary,** just a friendly attitude, some local knowledge, and a willingness to meet a few new people. After each event, we’ll send a short feedback form so we can improve and support you. The host will also be able to provide feedback so we can learn what worked and what didn't. **[Click here](https://form.questionscout.com/6926c9ab87a828a5c11a79fc)** to apply and get started: if you’re selected, we’ll reach out for a quick screening call.

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!

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

Hello everyone, **\*\*Kindly Read Carefully\*\*** Please join me and my other groups for a fantastic spring afternoon involving a leisure nature and beautiful neighbourhood walk \- Include trails\, parks\, cafes\, ice breakers\, washroom breaks and beautiful sties to see -Our great event will continue as we hit a fabulous location for dinner, beverages and conversation (optional) -Stick around after dinner and music listening party after **Time and Location: Where to meet us?** We will meet at out front of **Smoke Show** **744 Mt. Pleasant Rd)** \*Arrive early if you like (however we will meet out front at **3:00 p.m. (we will wait for everyone to arrive until roughly 3:30 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 Nature and Neighbourhood Walk! (Dinner and Music Listening Party after)** -A great event planned as we explore Parks, Trails, Cafes and beautiful Neighbourhoods with cool sites to see -During the walk we will stop and rest at different spots, bathroom breaks, 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, exercise and (re) connect with some wonderful people **Bonus after our Leisure Nature and Neighbourhood Walk:** \*Stick around after the walk for a fun Sunday evening gathering at an iconic venue with Reserved Seating, Great Menu, Beverages, Mingling and Music Listening Party **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?** **Date:** Sunday May 14th We will meet at out front of **Smoke Show** **744 Mt. Pleasant Rd)** \*Arrive early if you like (however we will meet out front at **3:00 p.m. (we will wait for everyone to arrive until roughly 3:30 p.m.)** \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ***Thanks for reading everyone, remember to RSVP and see you real soon!*** :) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

Starting over can feel heavy—but it doesn’t have to be. This 6-week Pilates series is designed for women who want to: ✨ Rebuild their routine ✨ Feel stronger physically & mentally ✨ Meet new people in a relaxed, supportive space *** No pressure. No judgment. Just a space to show up for yourself. *** ## 💪 What You’ll Get * Beginner-friendly Pilates * Weekly progression (you’ll feel the difference) * Small, welcoming group * Post-class matcha + conversation * A chance to reconnect—with yourself and others *** ## 🗓️ Details Sundays \| 2:00–3:00 PM Scarborough (Free parking) 6-week program *** ## 💸 Pricing \~$30/class when booked as a package 🎟️ $20 OFF with code: **PILATESFRESH13** ⏳ Ends May 4th *** ⚠️ Limited spots- **[GET TICKETS HERE](https://www.halalharmonycanada.com/halalharmonyevents/p/pilates-for-muslim-sisters-toronto)** *** Whether you’re new to fitness, getting back into it, or simply want a better environment—you’ll feel at home here. *** 👉 Reserve your spot

**Volleyball Foundations 3 — Connect Your Skills & Play with Confidence (15+)** Ready to move beyond isolated skills and start playing with flow and purpose? Volleyball Foundations 3 is designed for players who are ready to connect their techniques and develop real game awareness in a team setting. In this progressive clinic, you’ll focus on integrating your skills into live, rally-based play: • **Reading the Ball:** Anticipate trajectory and react earlier to stay one step ahead • **Defense:** Improve footwork, positioning, and overall court coverage • **Attacking:** Learn the 3-step approach and develop controlled, effective hits over the net You’ll also begin to understand the rhythm of the game through continuous play. Sessions emphasize “wash drills” and extended rallies, helping you stay engaged, make decisions under pressure, and build confidence during longer points. Players will be introduced to the **6-Up defensive system** and develop strong on-court communication skills to navigate fast-paced, unpredictable situations. *** **Who This Clinic Is For:** • Players who have completed Volleyball Foundations 2 or have a strong base in passing, setting, and serving • Players ready to develop game awareness, teamwork, and rally consistency • Athletes looking to feel more confident playing in game-speed environments *** **Location:** Miles Nadal JCC — 750 Spadina Ave. (enter through Spadina doors) **Format:** Group instruction led by an experienced, supportive coach **Registration Required in Advance** RSVP’ing on Meetup does not reserve your spot. [Register here](https://app.amilia.com/store/en/miles-nadal-jcc/api/Activity/Detail?activityId=yQ90BGe) ☎️ Or call 416-924-6211 ext. 0 *** **Early Bird Discount:** Register by April 26 at 10 PM to receive **10% off** sessional registration. *** **Why Join?** • Learn to connect skills into fluid, game-like play • Improve decision-making, timing, and court awareness • Build confidence in rallies through continuous, high-energy gameplay • Develop communication and teamwork within a structured system Take the next step toward real gameplay—where skills come together, rallies get longer, and confidence truly starts to show.

Come browse and see what treasures you'll find at the market, shopping from local Asian-owned businesses, while enjoying amazing food and drink options at our upcoming **Asian Pop Up Market on May 24th at DZO Viet Eatery** in Chinatown across the AGO. **When:** Monday\, May 24\, 2026 \| 11:00am – 6:00pm **Where:** Dzo viet Eatery **Tickets:**[ \[Buy Here\]](https://www.eventbrite.ca/e/toronto-event-hub-asian-heritage-month-popup-market-dzo-free-entry-tickets-1986495935819?aff=meetup) **(must buy ticket from website - RSVP from Meetup doesn't count)** **Current confirmed vendor lineup:** * Asian Munchies * Can Let It Flow * Earscape * Kandilas by April * Live Doodlers * Petit Paire * Bear Pung **VENDOR APPLICATIONS are currently OPEN - only 10 spots in total! [APPLY HERE NOW](https://docs.google.com/forms/d/e/1FAIpQLSdgOCSw14Hku3o0FxFMWYl5OTjAitC33mfsPxhLZv4sMymELQ/viewform?usp=send_form).** Successful vendor referrals = extra marketing promotion on our online channels (50K exposure). **We are also looking for sponsors & cultural performances (i.e. dancers, singers).** ***FREE admission - everyone is welcome - this is a family (and dog)-friendly event*** This is a mostly indoor market as we're taking over the restaurant - it will happen rain or shine! You have EXTRA chances to win sweet prizes if you check in to the event with your Eventbrite ticket & follow @torontoeventhub on Instagram / Facebook. **Entertainment and Schedule:** * The market will be open 11am-6pm * We will have a free Asian-themed photo booth where you get to dress up in traditional Asian outfits & cute props! * Performances & giveaways to be announced soon * DZO will have live DJs spinning after 1pm and offering happy hour specials from 3pm-6pmCheck out our 2024 Pop-Up Market Highlight Reel: [https://youtu.be/KSC2u6o2Yms?si=XAKNaEDyNcAf47xr](https://youtu.be/KSC2u6o2Yms?si=XAKNaEDyNcAf47xr) Check our events at [https://www.torontoeventhub.com/](https://www.torontoeventhub.com/)

The June Ohio North Database Training user group meeting will be held on **June 2nd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined online by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/215625630917731?p=vxNb3zudhNj0S6Cg0v)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### SQL Server 2025: The Developer’s Revolution Explore SQL Server 2025’s new dev features -JSON type, Regular Expressions, and Change Event Streaming for real-time pipelines. See how REST API and Data API Builder turn your data into secure, high-performance APIs. Packed with demos, this session is perfect for developers, DBAs, and architects \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

**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

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** TBD

Most people use AI like a search box: they type one sentence, hope for the best, and get frustrated when the answer is generic, wrong, or useless. But getting better results from tools like ChatGPT, Claude, Gemini, and other AI systems is not about memorizing magic prompts. It is about learning how to give the AI better context. In this beginner-friendly session, we’ll break down how to make AI dramatically more useful by improving the way you communicate with it. You’ll learn how to give clearer instructions, provide examples, set constraints, ask for better output formats, and use follow-up questions to turn a mediocre answer into a genuinely useful one. We’ll cover practical techniques you can use immediately for work, learning, writing, coding, planning, research, and everyday problem solving. We’ll also touch on why these same ideas show up in more advanced AI systems, including RAG, agents, evaluations, and AI workflows. No technical background required. Bring your curiosity, your questions, and maybe one real task you wish AI was better at helping you with. **What you’ll learn:** * Why “better prompting” is really about better context * How to structure requests so AI gives more useful answers * How to use examples, constraints, and output formats * How to iterate when the first answer is not good enough * How these skills connect to more advanced AI workflows This meetup is for anyone who wants to move beyond basic ChatGPT usage and start getting more practical value out of AI. 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.

Bring your work or your hobby, hang out, and code with us. Follow @buckeyecocoa for more information.