Machine Learning

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.

🎬 Let’s Go to the Movies (and Actually Talk… or Not) Whether you're a film nerd, popcorn enthusiast, or just looking for a chill night out with interesting people — this one's for you. We’re heading out to see a movie together, then grabbing food or drinks after. If the film's great (or terrible), we’ll probably talk about it forever. If it’s just okay, we’ll talk about it for 10 minutes and move on to everything else — books, dating apps, weird dreams, how Toronto keeps getting more expensive, etc. The vibe is relaxed, friendly, and not too serious. No film degree needed. No icebreakers. No pressure to “perform.” Just come enjoy the film, connect with some thoughtful people, and see where the night goes Click here to watch trailer! 🎞️ **Movie Title + Trailer:** [[Click here to watch trailer!](https://www.youtube.com/watch?v=PMd1at7OwiE)] 📖 **📖 Plot Summary:** Almost twenty years after making their iconic turns as Miranda, Andy, Emily and Nigel—Meryl Streep, Anne Hathaway, Emily Blunt and Stanley Tucci return to the fashionable streets of New York City and the sleek offices of Runway Magazine in the eagerly awaited sequel to the 2006 phenomenon that defined a generation. *** ### 🗓️ **Event Details** 📍 **Meetup Time:** 6:15 PM - I will only wait 5mins 🎬 **Movie Start Time:** 6:30pm in Regural ...NOT VIP! ⏱️ **Runtime:** 2hrs 📌 **Meetup Spot:** I will be waiting at the top of the escalators on the 4th floor and I will be wearing my moose hat. 🎟️ **Cost:** * **$11.50** for *CineClub* members * **$16.00** regular admission 👉 You are responsible for buying your own ticket. **🪑 Reserved Seating:** You must buy your ticket *before* signing up. You'll be asked where you're sitting so we can all sit together! However, members are welcome to sit anywhere that works for them. 🎫 Buy your ticket here: [https://www.cineplex.com](https://www.cineplex.com) 📍🪑 **Where I will be sitting:** I will be in ROW "F" SEAT "9" 🍿 **After the Movie:** Yes, we’re heading out after! It’s not just a movie night — it’s a social night. Let's talk, laugh, and dissect every plot twist. *** ### ✅ **Before You Sign Up** * Please **buy your ticket first** — seating is limited! * When signing up, let us know your **seat number** so we can try to group everyone together. * You can still sign up or just **show up on the day** if you’re not sure you can make it — we’re flexible! 📲 **Join Our WhatsApp Group:** [Click here to join](#) 🎟️ **Join Cineplex’s CineClub for discounts**: [https://www.cineplex.com/cineclub](https://www.cineplex.com/cineclub) 🎁 **Get your SCENE Card** for free movies and points: [https://www.scene.ca](https://www.scene.ca) *** ### 🎥 **A Quick Word About Movie Etiquette** We love a great film experience. Please: * Turn off your phone * Don’t talk during the movie * Be respectful of others Repeat offenders will be removed from the group — we take our cinema seriously (but with snacks). *** ### 👥 **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**

[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/

🕵️‍♂️ MYSTERY MATCH TOURNAMENT — OPEN & INTERMEDIATE DIVISION AVAILABLE No set partners. Just sign yourself up! Each round is a new partner and new opponents to face. **Date:** Saturday May 2nd, 2026 **Time:** 10am -6pm **Format:** Sign up as individual. You’ll get matched up with a new co-ed partner every round. 6-7 round robin games. **💰Cash Prize!** **Location:** Woodbine beach (Lakeshore Blvd East, Toronto) **Cost:** $25 Per Person 10 Spots remaining **Level:** Two levels to choose from 1\. High Rec to Low intermediate \(great for new tournament players\) 2\. Intermediate\+ to Competitive **\*\*\*To Sign up, Must register on Open sports. Attendees on here do not count, must register and make payment on Open Sports\*\*\*** **Males:** [Male High Rec to Low Intermediate Level - Sign up here](https://opensports.ca/leagues/4149b1de-26f8-41db-8971-2be4b98ad8d1/info) [Male Intermediate to Competitive Level- Sign Up Here](https://opensports.ca/leagues/5718550a-7a16-4dff-ac2f-78d377723ff7/info) **Females:** [Female High Rec to Low Intermediate Level - Sign up here](https://opensports.ca/leagues/b7161b8d-b8ce-49e2-a590-3ba7a26f686b/info) [Female Intermediate to Competitive Level- Sign Up Here](https://opensports.ca/leagues/8f46ba11-63f7-4fc1-8056-bb41bdbd3dda/info) Follow us [IG @VballCrewTO ](https://www.instagram.com/vballcrewto?igsh=NmdnZTNoNTl6ZGFr) For future beach tournament games , [join our Private WhatsApp group](https://chat.whatsapp.com/DvVl54NvquXEBqfeTGnp0j?mode=gi_t)

Meet other Day Traders, Swing Traders, Investors, and More! We're leveling up the meetup experience with a brand new venue! We've got the upstairs space at the newly opened **MooMoo Yorkville** all to ourselves. **95a Bloor St W, Toronto, ON M5S 1M1** 🕓 **4:00 PM – 6:00 PM** 👥 **25 spots only — RSVP required** Here's how the afternoon runs: MooMoo will kick things off with a quick presentation on their platform, then the rest of the time is ours. Talk markets, share what you're watching, ask questions, compare strategies, or just connect with like-minded people in the city. Whether you're a seasoned day trader or just getting started, you belong here. All levels welcome. **Bring your laptop, a notepad, whatever helps you think.** This is your time to learn, share, and connect. Join our Telegram to stay updated: [https://t.me/+m8BMRABGX74xNmZh](https://t.me/+m8BMRABGX74xNmZh) ⚠️ *Spots are limited to 25 people. Please only RSVP if you plan to attend — this is a small intimate setting and every spot counts. If your plans change, please release your spot so someone on the waitlist can join.* See you there! 📈 Disclaimer: This meetup is for educational and networking purposes only. Nothing discussed at this event constitutes financial advice. Always do your own research and consult a qualified financial advisor before making any investment decisions. This event is not affiliated with or sponsored by MooMoo unless otherwise stated.

SPACE IS LIMITED! This is a much smaller class than our 7:30 pm event and we can only accept a limited number of students. Key areas of focus: Practicing oral communication (speaking languages), for conversations, presentations, interviews and job skills Schedule: 1. 6:30 - 7:15 pm : 45 -minute language conversation class with certified award-winning language teacher John Dias. 2. Language exchange social (7:30 - 11 pm): includes Free access to the Toronto's BIGGEST Language Party and Social Party also in the Madison Pub led by teacher John Dias (same location) **Cost: just $ 5 while we have this promo.** **PROMO (Limited Time): $5 fee will give you access to both events (usual rate: $15 total)** Feel free to message us if you have any questions!

### Each Crossroads & Connections workshop is a fast, friendly mash-up: short demos, paired practices and intentional reflection. We keep it light, embodied, and social—so wisdom lands in your muscles and your circle, not only your mind. There isn’t one technique that fixes everything, for everyone, in every situation. ### What is it? We pair complementary domains to spark shared flow, fresh insight, and unforgettable “aha!” moments. You leave with lived skills, not just notes. * **Dialogue** gets you out of solo spin: small-group formats expose blind spots and sharpen “shared reality,” so your next move matches *this* person and *this* moment. * **Imaginal** practice is guided “as if” rehearsal you look *through*, not *at*: walking the beats before the scene means your body recognizes turns when stakes rise. * **Mindfulness** steadies the camera: attention stops jerking around, drama gets de-amplified, and you can catch the instant you’re narrating motives and swap in one honest question. * **Embodiment** makes it actionable through direct, non-verbal experience and how your inner experience matches your outer expression. Facilitators: Varies Fee: $30USD - Or a 10-pack for $200USD [Please visit here](https://awakentomeaning.com/crossroads-and-connections/) for registration and more information.

**One of the 2026 Toronto Tea Festival Winners:** Come drink tea at Icha Tea together (downtown), with dim-sum(optional) beforehand! We can talk about the different teas, and have a tea drinking session. We will buy our own teas. Average price for a tea pot is: \~$7-10. **Lunch: 11:15-1pm at Dim Sum King** All day dim sum! 421 Dundas St W 3rd floor, Toronto, ON M5T 2W4 Meet inside restaurant https://maps.app.goo.gl/dcAaX82mvWpp2zGB8 **Tea Time: 1-3pm at Icha Tea** * Reference Book - Camelia Sinesis * Tasting notes 235 Spadina Ave. Unit 4, Toronto, ON M5T 2E2 https://maps.app.goo.gl/EYe8YZtc5Fhh4hco9 Let me know if you're joining for one or both - DM me with questions! There is a table for tea sampling of dry tea leaves. Shop tables are small so a limited number of RSVPs is available. For Icha Tea - I will guide you through the tasting and we will have a fun and share our tea tasting experience with historical teas. Using the Camelia Sinesis reference book, we will learn valuable insight into the tea cultivation and interesting suggestions for tea drinking. We will each purchase tea pots to share amongst ourselves. No prior knowledge is required. Just enjoy the tea! $5 event fee (none if only dim sum). Keep an eye on this event page for more updates. Join discord for more events: https://discord.gg/mWaskzq8jq This group would be spoken in English with a little bit of Cantonese, but no prior knowledge of Cantonese is required. Note: Meet inside the store itself at 1pm! Resources: https://ichateashop.com/blogs/news https://ichateashop.com/collections/winner-teas Previous tea shops visited: https://teamendous.org/ Cantonese. Jyut Ping. Definition ┃ 六 ┃ luk6 ┃ six ┃ ┃ 時 ┃ si4 ┃ time ┃ ┃ 荼 ┃ syu1 ┃ Tea ┃ ┃ 茗 ┃ ming4 ┃ Ming ┃

⚽ **FREE Soccer League** * 1 more Team needed + Free Agents needed! * *Co-Ed is welcome but not required* * May–June 2026 * Up to 35 years old * Sundays afternoons at Caledonia Park (North York) * **First game as early as Sunday May 3rd 2026!** **Register today & secure your spot. First come, first serve.** **REGISTRATION LINK:** [https://forms.office.com/r/KEy9WEwCZz?origin=lprLink](https://forms.office.com/r/KEy9WEwCZz?origin=lprLink)

🚨👉 To RSVP for this event, head to our [Luma event page](https://luma.com/3ea6eq1s). RSVPs are intentionally closed on Meetup.👈🚨 https://luma.com/3ea6eq1s Join us for a welcoming and inclusive coffee meetup where women and non-binary folks in tech can connect, share experiences, and build community in a relaxed setting. **May Topic:** What Are You Building? Wins, Works in Progress & Everything in Between Whether you're an industry veteran or just getting started, everyone is welcome! **FREE ENTRY** – However, please support the café by purchasing a drink or snack while attending. **Location:** Prema Coffee and Bar, 35 McCaul St #110, Toronto, ON M5T 1V7 **Time:** 11:00 AM – 1:00 PM **Schedule:** 11:00 AM – 11:30 AM → Arrive, grab a drink/snack, socialize 11:30 AM – 1:00 PM → Group discussion, paired chats & activities **Important Notes for RSVPs** We’re introducing a few questions when you RSVP to help us manage space and ensure an inclusive environment: **This is a space created to support people who are underrepresented in tech.** We ask **cisgender men** (men who were assigned male at birth and identify as male) to respect this and not attend. **To manage limited space, we track no-shows for all Code Diversity events.** If you RSVP and miss two events, you’ll be waitlisted for future events. Please update your RSVP at least 24 hours in advance if you can’t attend. **Photography & Video Disclaimer:** By attending this event, you acknowledge and agree that photographs and/or video recordings may be taken. These may be used for promotional purposes, including social media, websites, and other marketing materials. If you do not wish to be photographed or recorded, please inform the event organizer upon arrival. **Organized by TechTank** Let’s continue fostering diversity, inclusion, and innovation in tech—this month and beyond! **Join our vibrant community for the latest updates and continued discussions:** [https://linktr.ee/techtankto](https://linktr.ee/techtankto)

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.

Hello everyone, **\*\*Kindly Read Carefully\*\*** Please join me and my other groups for a relaxing and fun Sunday afternoon leisure nature walk through the Don Valley Trail along the Don River followed by an enjoyable dinner at a local pub near our meeting location. **Meeting Location with free Parking:** We will meet conveniently out front the **Tim Hortons directly across the street from the Davisville Subway (Yonge Line)** 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:** **Spring has Arrived Leisure Nature and Neighbourhood Walk! (with Dinner Party after)** -A great day planned as we explore parts of the city we don't see every day (great nature trails and old beautiful neighbourhoods) -Play a couple ice breaker games near the beginning of the walk as well to help us get to know one another -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 -Followed by food and beverages at a nearby Irish Pub \*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 a fun Saturday social gathering at a local Irish Pub for beverages and food right after the walk \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **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 **Tim Horton (1910 Yonge Street)** \*Arrive early if you like (however we will meet out front at 4:00 p.m. (we will wait for everyone to arrive until roughly 4:30 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!*** :) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

The May Ohio North Database Training user group meeting will be held on **May 5th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person 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/287759659366576?p=kCaammjECnUCvZzEJv)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 ### Data Cleansing using Data Bricks Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*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.

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.

If you enjoy knitting, crocheting, working with yarn, this is the group for you. Meet new friends, bring your projects, learn from others.
We normally meet a few times a month during the week from 6-8pm. We will occasionally meet on weekends during daytime hours.

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

You have heard about AI. You know it can benefit your business. \- Can it save you time? \- Respond to customers faster? \- Allow you to take extra profits? Each meetup will break down 1-2 real example scenarios of how AI implementation can relieve stress or even push you further towards your goals. Free. No hype. Just discussing how AI can be implemented in your small business. Rise Commercial District 1509 Blatt Blvd Gahanna, Ohio 43230 Conference Room: Once inside building, conference room is down the left hallway

12:45-3:45 p.m. in the Meeting Room, library lowest level, by the drinking fountain. Bring your yarn projects, meet new friends. If you plan to attend, please RSVP yes. If you can’t attend, please change your RSVP to no. This helps anyone who is waitlisted and it allows me to have an accurate count of attendees as our space is quite limited. Plenty of parking in the lot, in the overflow lot across the street, and on the street. See you there!

**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