Machine Learning

The prediction market super-cycle is here. We’re bringing together builders, traders, and anyone curious to dive into what's next. Expect insightful talks and great conversation in a relaxed, cozy setting. JOIN US ON TELEGRAM: [https://t.me/+8qZ4Md974fwyZDIx](https://t.me/+8qZ4Md974fwyZDIx) Sponsored By Delphi Terminal: The unified API for prediction markets

Holy ESL This group is an advanced and intermediate English learners who are interested to learn English language as a second language (ESL) using the Bible. Holy ESL is free and you DO NOT NEED to be a Christian. All and any faith is welcome, so come ready to engage in thought provoking conversations and deeping your understanding of both language and faith. Light refreshments are provided.

Join the AWS Cloud Club at Northeastern University, Toronto for an exciting hands-on AWS Jam Session designed to give you real-world cloud experience. This interactive workshop will be led by **[Ashwin Bhargava](https://www.linkedin.com/in/ashwinbh/)**, Professional Services Consultant at Amazon Web Services (AWS), with support from by **[Professor Behnaz Merikhi](https://www.linkedin.com/in/behnazmerikhi)** (Faculty Advisor) During this session, you won’t just learn, you’ll actively solve real-world AWS challenges in teams, using actual AWS tools and services. This is a practical, guided experience that reflects how cloud technologies are used in industry today. **💻 What you’ll be doing:** This is not a lecture. You will work in teams to solve real AWS challenges, using actual AWS tools and services just like in real-world cloud environments **💡 What to expect** * Hands-on AWS challenges * Team-based problem solving * Real-world cloud scenarios * Guidance from an AWS professional **🏆 Award & Recognition:** At the end of the session, the top three performing groups will be recognized. The highest performing group will receive a special AWS Mystery Box, so come ready to participate, collaborate and give your best. **⚠️ Come prepared** * Bring your laptop fully charged (and your charger) * No AWS account required (access will be provided) Be ready to work in teams and actively participate **🎯 Who should attend** * Beginners curious about AWS * Students exploring cloud, DevOps, or tech careers * Anyone who wants practical, hands-on experience **🎟️ Secure your spot now** Don’t miss this opportunity to gain real-world AWS experience and connect with other students in the tech community.

Go Medieval! Learn Medieval arts, sciences, dancing and games! Have somefun with like minded history geeks. Tuesdays, 6:30 pm to 8:30 pm St. Andrew’s United Church 117 Bloor St EAST (near Church Street) Ring the buzzer for the gate keeper more info? www.eoforwic.ca

We are a group of men that meet weekly. Regular attendees do not always RSVP but we usually have 12 men present. Expect a frank and confidential space where you can speak personally, engage in interesting conversations or get support for your personal goals. **We start our meeting at 7:15 sharp. You can rsvp via meetup or email Saul (sauljoy@gmail.com) for this week’s address.** Guests are welcome but it's pretty casual so make sure you are expected in case we move outdoors to the park. Our group is part of Mentor Discover Inspire (MDI) The MDI Mission: To cause greatness by mentoring men to live with excellence and, as mature masculine leaders, create successful families, careers and communities. From MDI website: https://goo.gl/3DQ6aY From Toronto Star: [https://goo.gl/oDH3uX](https://goo.gl/oDH3uX)

🎱 **New Year, New Events, TBC Tuesday Socials Are Back for 2026!** 🎉 Kick off **2026** by getting out of the house, meeting new people, and enjoying a relaxed night of pool with **Toronto Billiards Club** at **Shoxs**. This Tuesday evening social is all about **good vibes, community, and accessible pool**. Whether you are brand new to the game or have years of experience, you will feel comfortable here. **What to expect:** ✅ friendly, inclusive, and welcoming social atmosphere ✅ beginners welcome ✅ instruction and guidance from TBC hosts ✅ casual pool games, conversation, drinks, and food ✅ no pressure, no leagues, no egos if you have ever thought *“I want to play pool but don’t know where to start”* or *“I don’t want to walk into a pool hall by myself”* this event is made for you. many of our regulars first showed up solo. 💬 **First time attending?** Our hosts will introduce you, help you get a game going, and make sure you are comfortable throughout the night. 💵 **Event Fee:** $15 per person Payable by cash or e-transfer (dean@tbcpool.org) Please contact the event organizer if you have payment questions 📋 **House Rules:** All attendees are expected to follow TBC Meetup Rules during the event. If you have questions about rules, fees, or the format, feel free to message an organizer. 👉 **Call to action:** Bring a friend or come solo. show up curious. Leave with new connections and more confidence at the table. See you Tuesday and welcome to the TBC community! **TBC Admin**

IMPORTANT: You must also register at this link with Camera Canada [Camera Canada :: Wildlife Seminar 2026](https://www.cameracanada.com/events/wildlifeseminar.aspx) Join us for a fun and informative evening of photography! This seminar is ideal for people who want to learn tips and techniques for successful wildlife and night-sky photography. Learn from Trevor Pottelberg, an award-winning local professional photographer and photo educator who specializes in ethical photography including night sky, aurora, and astrophotography. Trevor will discuss the process of creating stunning wildlife and night-sky images and explain his post processing techniques leading to his award-winning results. Best Western Plus Lamplighter Inn & Conference Centre 591 Wellington Rd, London, ON N6C 4R3

This is a ticketed event. Please register at [this link](https://luma.com/sdhf0qqc). Jackson Kaunismaa presents his new paper “Eliciting Harmful Capabilities by Fine-Tuning on Safeguarded Outputs”. He will discuss why output-level safeguards on frontier models don’t actually make the ecosystem safe, and how anyone with an open-source model can fine-tune it on adjacent-domain outputs from safeguarded models to recover a large fraction of the capability gap between open-source and frontier models on harmful tasks. ​​​**Event Schedule** 6:00 to 6:30 - Food and introductions 6:30 to 7:30 - Presentation and Q&A 7:30 to 9:00 - Open Discussions ​​​​​​If you can't make it in person, feel free to join the live stream starting at 6:30 pm, via [this link](https://www.youtube.com/@Trajectory-Labs/live).

**Learn Cantonese with me - Yum Cha/Reading Chinese Menu Lesson** This is an academic study group so please bring and share Cantonese resources that we've used/learned throughout the week! We learn colloquial Cantonese based on Traditional Chinese/Cantonese words. Bring your note-taking items and join in for Cantonese knowledge sharing. You may keep a running reference notes so each time you can summarize & review new/old words easily). **Review:** * Intermediate Menu (Drinks menu): Congee Wong Take Out Menu [https://www.congeewong.com/menu.php](https://www.congeewong.com/menu.php) ***Agenda*:** * Introductions/Expectations * Sharing learning styles/Cantonese Learning Resources tools * Review TeaMendous event teas * Basic tea words & resources * Practice reading * Watch Videos/Study terminology * Discussion/Cantonese vocabulary synthesis * Summary/Feedback/Next Goals Additional: Dim Sum Part 1 & 2: [https://dimsumguide.com/site/category/dumplings](http://%5Bhttps//dimsumguide.com/site/category/dumplings%5D(https://dimsumguide.com/site/category/dumplings) "\[https://dimsumguide.com/site/category/dumplings\](https://dimsumguide.com/site/category/dumplings)") [https://www.honestfoodtalks.com/dim-sum-guide-yum-cha/](https://www.honestfoodtalks.com/dim-sum-guide-yum-cha/) [https://www.congeewong.com/menu.php](https://www.congeewong.com/menu.php) Advanced Menu: Petit Potato Menu **\-\- See Discord Link for Location: https://discord\.gg/egSq236s8** Free for newcomers. Otherwise, event is $5 due to teaching nature of this event. DM me for more information.

Join us this Wednesday at **DIYBio.to** for a hands‑on trial to compare primer design—between cutting‑edge AI algorithms with traditional human expertise. We will also tour our lab - it's under new construction though! And go over some of the fluorescent tools that we have for cloning. **What to expect:** * **Agenda:** 1. Quick intro to primer design fundamentals. 2. Live demo of an AI‑driven primer design tool (e.g., Primer‑AI, DeepPrimer, BiOMNI). 3. Human‑led design session using classic software (Primer‑3, Geneious). 4. Side‑by‑side performance comparison (specificity, speed, cost). Then, we will elect to test some primers on DNA in about two weeks. 5. Open Q&A and brainstorming future collaborations. * **What to bring:** Laptop (optional), curiosity, and any DNA targets you’d like to test. * **Finding us:** Hacklab.to, ground floor lab space Our community biology projects also continue in the wet lab, and we’ll be gathering data from today’s primer‑design showdown to feed into upcoming courses. For more on our broader mission, check out **[diybio.to](https://diybio.to/)**[ ](https://diybio.to/)and the **[experiment.com](https://experiment.com/projects/demystifying-pcr-fostering-scientific-literacy-through-hands-on-pcr-education)** program. **Why this matters:** At DIYBio.to we aim to bridge biology and the community, and now we’re exploring how AI can augment—or perhaps surpass—human ingenuity in a core molecular‑biology task. **Who we are:** A diverse mix of biologists, bio‑engineers, data scientists, and enthusiastic hobbyists—from newcomers to PhD‑level experts—all committed to safe, inclusive, and respectful collaboration at Hacklab.to and DIYBio.to. **Community standards:** Our anti‑harassment policy applies to everyone. Highlights: **Respect & consent:** No photos without permission; **Safety first:** We actively prevent harassment, offensive remarks, or unwanted intrusions—both physical and digital. *By signing up, you agree to uphold these standards and help keep our space welcoming.* **Membership**: If you share our passion and vision, we invite you to become a member of [hacklab.to](https://hacklab.to/) and DIYBio.to. Come visit us, and let's engage in a conversation about cell and molecular biology. Your journey into the DIY world of biology awaits! \*exceptions = holidays, extreme cold weather, illness

Join us this week as a guest to overcome your fear of public speaking and speak with confidence! We hold weekly meetings on Thursday nights to facilitate impromptu speaking, debates, discussions, and prepared speeches to practice our skills and give each other constructive feedback. We are a friendly group of all ages and backgrounds in the GTA, where we help our members and guests in their personal and professional development. We typically meet at the Etobicoke Civic Centre with lots of free visitor parking. You can join us as a guest anytime you want, for as long as you would like, to see what Toastmasters is all about! Come and join us this Thursday to become the best version of you. The theme for this week's meeting is TBD! Join us to practice your improv. speaking skills, debating skills, and to improve your public speaking abilities. If you're interested in attending this meeting, please contact us through our "Contact Us" form on http://goodyeartoastmasters.com/ See you there! ABOUT GOODYEAR TOASTMASTERS \*NOTE\* We are now back in-person at the Etobicoke Civic Centre! Visitor Parking is free. Simply let the Security Person know you're here for a Toastmasters meeting. • Our meetings start at 6:45 PM and lasts for about 2-hours. We suggest you arrive earlier to settle in and network before we begin. • It's free to attend as a guest and you can join us as many times as you would like. For the full access to the Toastmasters Pathways Programme, however, you will need to join as a member and pay a membership fee. • Don't worry about the low attendance numbers on Meetup. Members do not RSVP here. We use the club website instead. Meetup is primarily a place for us to reach out to newcomers such as yourself!

For the event details and registration, use the user group event link: [TFPUG Apr 2026 Event: Fabric Security and Medallio... - Microsoft Fabric Community](https://community.fabric.microsoft.com/t5/Toronto-Fabric-Power-BI-User/TFPUG-Apr-2026-Event-Fabric-Security-and-Medallion-Architecture/ev-p/5133902) The RSVP here is not considered a registration, and it's just to announce the event to the meetup community. TFPUG Team [Toronto Fabric & Power BI User Group | Microsoft Fabric Community](https://community.fabric.microsoft.com/t5/Toronto-Fabric-User-Group/gh-p/TorontoFabricUserGroup) [Toronto Fabric & Power BI User Group | Meetup](https://www.meetup.com/toronto-fabric-user-group/) [Toronto Fabric & Power BI User Group | LinkedIn](https://www.linkedin.com/company/toronto-fabric-user-group/)

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/yvAGbh4PpD **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.

**Note the location Thai Express Union Station food court.** **Google pin.** https://share.google/grUYGncv3G3exetw7 **We will discuss day trading, swing trading strategies and tools.** This will not be a presentation format. **Telegram group for quicker communication:** [https://t.me/+m8BMRABGX74xNmZh](https://t.me/+m8BMRABGX74xNmZh) **Discord Group** for exchanging ideas, charts and strategies **IS IN THE TELEGRAM GROUP PINNED POST** We will discuss options trading and investing strategies, as well as the skills needed to start. It is a **casual meetup to meet people who are interested in trading or building a career around it, especially algorithmically. No "financial gurus" are welcome.** Join us for a meetup where we share trading ideas, and connect with others who share a common interest in investing. Algorithmic trading is commonly used by large institutional investors and market makers, but it is also accessible to retail traders. It offers several advantages over manual or discretionary approaches—particularly in minimizing psychological errors that often impact human traders. Some of the topics we usually discuss: \- Reasons for investing \- Limitations of being a retail trader \- Practical tools: brokers\, APIs\, data sources\, real\-time implementation \- Brainstorming ideas: strategies that may be working today **Note this even is not sponsored or endorsed by any business where we are meeting. We are just using their space for casual meetup event.** **Please no promotion of MLM, pyramid schemes, self promotion to paid services, affiliate promotion, paid subscriptions or similar stuff.** **Useful Links** * Notion page of [Algo Trading Resources](https://systemetic.notion.site/Algorithmic-Trading-Resources-fe400c5258e440fd8a4d63770d08bc13) **Disclaimer:** This meetup is for educational and informational purposes only and should not be construed as professional financial advice. The discussions and materials presented at this meetup are provided as general information and are not intended to be a substitute for professional financial, legal, or tax advice. All participants are encouraged to consult their financial advisor or qualified professionals regarding specific financial issues. None of the organizers, speakers, or participants at this meetup are liable for any financial loss or damage incurred as a result of trading activities or decisions based on the information shared during this event. Trading stocks and other financial instruments involves risk and may not be suitable for all individuals. **CFTC Rule 4.41:** Futures, foreign currency and options trading contains substantial risk and is not for every investor. An investor could potentially lose all or more than the initial investment. Risk capital is money that can be lost without jeopardizing one’s financial security or lifestyle. Only risk capital should be used for trading and only those with sufficient risk capital should consider trading. Past performance is not necessarily indicative of future results. **Non-Endorsement**: References to specific securities, investment strategies, or any financial instruments during the meetup are for illustrative purposes only and do not constitute a recommendation, endorsement, or investment advice by the organizers or speakers. **No Guarantees**: There is no guarantee that the investment strategies discussed will be profitable or protect against loss. All investments involve the risk of loss. **Conflict of Interest**: Presenters or organizers may hold or intend to acquire positions in securities discussed during the meetup, which may create a conflict of interest.

The Fellowship of the Star Schema: Transforming OLTP Data for Power BI One does not simply build reports on OLTP data. Join us on an epic journey from the depths of raw, normalized tables to the shining halls of a well-modeled star schema fit for Power BI greatness. We will demystify the differences between OLTP and OLAP, walk through star schema vs snowflake (and why Power BI has a clear favorite), and show you the compression differences between normalized and columnar storage that will make you never look at an OLTP model the same way again. We will cover the different types of dimensions, when to use them, and how to handle Slowly Changing Dimensions without losing your mind. You will leave knowing exactly how to identify a bad model, how to convert OLTP data into a clean star schema, and how to forge relationships that rule them all. Whether you are a data wizard, a curious hobbit, or somewhere in between, your models will never be the same.

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.

**The Data-Driven Brand: Using Analytics to Shape Perception** Can you use analytics to improve tacos? This being CBUSDAW, we think the answer is probably “yes”, but we’re not sure how to implement or test this theory. For our April meetup we’ve got Sara Kear, CMO of Condado Tacos, to investigate this delicious question. Sara will explore how she blends quantitative data and qualitative customer feedback to shape brand positioning and drive business decisions. We all know that marketing and analytics go way beyond attribution. Sara will show how Condado uses customer insights to inform product and pricing strategy. She’ll also highlight how Condado leverages customer feedback at scale to influence operational priorities, positioning marketing as the voice of the customer across the organization. In the last 12 years Condado has gone from one location in Columbus to 52 locations across 10 states, so we’re guessing there’s more to that growth than really good guac (though the guac probably helps). Ultimately, this talk focuses on the intersection of art and science—using data to inform creativity and build a brand that resonates with customers in a measurable way. **About Our Speaker** Sara Kear is Chief Marketing Officer at Condado Tacos, where she oversees brand, restaurant design, menu and pricing strategy, off-premise including catering, and customer data strategy. Since joining in 2021, she has helped grow the brand from 19 to 52 locations while building a data-driven marketing organization focused on loyalty and customer insights. Condado has since been named to the Inc. 5000, recognized as Breakout Retailer by Chain Store Age, and consistently ranked among FastCasual’s Top 100 Movers & Shakers. 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)

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

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