Spatial Data

For the event details and registration use the user group event link: [TFPUG Feb 2026 Event - Fabric Real Time Intelligen... - Microsoft Fabric Community](https://community.fabric.microsoft.com/t5/Toronto-Fabric-Power-BI-User/TFPUG-Feb-2026-Event-Fabric-Real-Time-Intelligence/ev-p/4948482) 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/)

The Association for Science and Reason will be holding our regular in-person Skeptics in the Pub event. (Monthly Zoom meetings will continue as usual, but we will also be doing monthly in-person events on the second Tuesday of every month). We will meet at the Town Crier Pub, as our previous venue, Prenup Pub, will be closed. Both pubs have the same owner and have similar menus, so we find this one as enjoyable. Town Crier located just north of John and Adelaide, and is an 8-minute (550m) walk from St Andrew Station. We will get together for a social event to say hello to people we may have only met on-line and to reconnect with some long-time acquaintances. We will not be having a presentation or a speaker, just a chance to sit down and have a meal and/or a beverage and a conversation with a pleasant group of fellow skeptics. If you plan on joining us, please register so we can estimate the number of attendees.

Facial recognition technology (FRT) is increasingly deployed across both public and private sectors – from policing, immigration, and administrative enforcement to loss-prevention in the retail industry – under claims of efficiency, objectivity, and technological neutrality. This presentation challenges those claims by advancing the concept of algorithmic racism: the structural embedding of racial hierarchy into ostensibly neutral algorithmic systems through biased data, design choices, institutional incentives, and opaque deployment practices. Drawing on documented wrongful arrests in the United States, Federal Court litigation in Canada involving refugee-status revocations, and the growing use of FRT in commercial settings, the presentation demonstrates how FRT disproportionately misidentifies Black individuals, particularly Black women. The presentation situates the well-documented racial bias in FRT within a longer historical arc, arguing that contemporary FRT mirrors the exclusionary logic of the Jim Crow era – reproducing systemic racial hierarchy through ostensibly neutral technological systems. Framed as a modern continuation of past forms of racialized control, FRT operates not through explicit racial classification but through code, data, and automated decision-making. The presentation contends that, absent robust legal safeguards, transparency, and meaningful accountability, the deployment of facial recognition technologies risks entrenching algorithmic racism across both state and market institutions, underscoring the need for urgent regulatory intervention. Gideon Christian https://profiles.ucalgary.ca/gideon-christian Associate Professor Faculty of Law University of Calgary About the Speaker: My primary research interest is specifically in the areas of artificial intelligence (AI) and law, and generally in law and technology. My research work sheds light on the intersection of AI and law, from identifying and addressing legal issues arising from the adoption of new and emerging technologies in the justice system to identifying and addressing issues relating to racial bias in AI systems. **\* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \*** This is a talk with audience Q&A presented by the University of Toronto's Centre for Ethics that is free to attend and open to the public. The talk will also be streamed online with live chat here [to be posted]. About the Centre for Ethics (http://ethics.utoronto.ca): The Centre for Ethics is an interdisciplinary centre aimed at advancing research and teaching in the field of ethics, broadly defined. The Centre seeks to bring together the theoretical and practical knowledge of diverse scholars, students, public servants and social leaders in order to increase understanding of the ethical dimensions of individual, social, and political life. In pursuit of its interdisciplinary mission, the Centre fosters lines of inquiry such as (1) foundations of ethics, which encompasses the history of ethics and core concepts in the philosophical study of ethics; (2) ethics in action, which relates theory to practice in key domains of social life, including bioethics, business ethics, and ethics in the public sphere; and (3) ethics in translation, which draws upon the rich multiculturalism of the City of Toronto and addresses the ethics of multicultural societies, ethical discourse across religious and cultural boundaries, and the ethics of international society. The Ethics of A.I. Lab at the Centre For Ethics recently appeared on a list of 10 organizations leading the way in ethical A.I.: https://ocean.sagepub.com/blog/10-organizations-leading-the-way-in-ethical-ai

**Come workout, have fun, relieve your stress, and meet your fellow neighbours!** Welcoming interested people to join our FREE classes every Tuesday evening from 7:00pm to 9:00pm and every Sunday afternoon from 2:30PM-4:30PM near Bathurst/Lake Shore area. Classes are led by our event organizer, Master **Dave Crook**, a seasoned 4th degree black belt Hapkido practitioner from a respected academy with many years of experience in this art and various others. **About this form of martial arts:** Hapkido is a hybrid Korean martial art. It is a form of self-defense that employs joint locks, grappling, throwing techniques, kicks, punches, and other striking attacks. **How to join:** Join this group/event and directly message me with your interest. **Q: Is this completely FREE?** A: Yes, classes/lessons are completely FREE **Q: Do I require a gi/uniform to participate?** A: Gi is completely optional, only required when doing groundwork grappling/throw techniques **Q: Are there grading and belt progression?** A: Yes, there are grading and belts, which will cost $30 just to cover the cost, testing will done when YOU are comfortable and ready! **Current Martial Artists Belt Status:** 1x Masters - 4th Degree Black Belt 1x Yellow Belt (former red belt) 1x Yellow Stripe Belt 134x White Belts **Belt Colours - Progression in Descending Order:** * White Belt * Yellow Stripe Belt * Yellow Belt * Orange Stripe Belt * Orange Belt * Green Stripe Belt * Green Belt * Blue Stripe Belt * Blue Belt * Red Stripe Belt * Red Belt * Black Stripe Belt * Black Belt **Curriculum of Techniques** **White Belt to Yellow Stripe:** **Strikes (all strikes from left wrist grab, striking with right)** 1\. Sword Strike to Clavicle 2\. Nunchuk Strike to Temple 3\. Companion Sword Strike with Elbow Strike to Solar Plexus 4\. Spear Hand to Femoral Artery 5\. Palm Strike to Floating Rib 6\. Spear Hand to Trachea **Breakaways (all breakaways from right wrist grab)** 1\. Latissimus Dorsi push with bucking back fist 2\. When pulled with bucking back fist 3\. When pushed with bucking back fist 4\. Downward break away with elbow strike 5\. Live\-hand tricept push up with elbow strike 6\. Assisted tricept push\-up with elbow strike **Take Downs (performed both sides)** 1\. Pivot throw Joint Locks (all joint locks from right wrist grab) 1\. 'Kul Nut Key' to elbow 2\. 'Kul Nut Key' to elbow 45 degrees 3\. One inch bow 4\. Side wrist lock \- bend elbow 5\. Side elbow lock 6\. Elbow lock controlled **Escapes From Mounted Position (all from opponent on mount position - performed both sides)** 1\. Escape to Mount 2\. Escape to Guard 3\. As punches are received \- buck \- single arm hook \- roll 4\. As punches are received \- buck \- shoulder walk \- two arm hook \- guard 5\. Escape when head is locked 6\. Escape when head is locked with high mount **Kicks (both sides)** 1\. Side kick **To learn more about Hwa Won Yue Hapkido visit our website here:** http://www.hapkidohwawonyue.ca/toronto.html#

Play some beach and meet cool people

Toptracer Winter Golf League @ The Docks Overview Weekly 9-hole Toptracer Virtual Golf League — runs all winter. Men’s and Women’s divisions. $50 Docks Gift Card to weekly low gross in each division (requires ≥10 entrants; rolls over if not met). $200 monthly Gift Card for ≥25 total entrants (rolls over if not met). All scoring is automatic via Toptracer leaderboard — no manual scorecards. Starting 5 November 2025 17:30 - 9 November 2025 23:59 weekly Wednesday to Sunday Regular Driving range rates apply (rates posted at www.thedocks.com)

Elastic and Toronto Women's Data Group are happy to partner together on a community meetup in Toronto! Hear from two leading data professionals, who will share their insights on the Data/ML field, hard-earned lessons, and what the day-to-day really looks like. Whether you’re looking to learn, considering a pivot or advancing your career, this event is for you! Speakers: \- Ella Chen \- Software Engineer\, Shopify \- Jessica David \- Principal Data Engineer\, Elastic Schedule (subject to change): 6:00 pm - Doors open 6:30 pm - Speaker sessions, Q&A 8:00 pm - Networking/chatting Allies are welcome to attend, with the understanding that these events are focused on spotlighting the career experiences of women. **When:** February 12th 6:00 pm **Location:** 8 Spadina Ave See you there!

Join us for learning and networking on Feb 12, 2026 with Toronto Women's Data Group, in downtown Toronto! Hear from two leading data professionals, who will share their insights on the Data/ML field, hard-earned lessons, and what the day-to-day really looks like. Whether you’re looking to learn, considering a pivot or advancing your career, this event is for you! Speakers: \- Jessica David \- Principal Data Engineer\, Elastic \- Ella Chen \- Software Engineer\, Shopify Schedule (subject to change): 6:00 pm - Doors open 6:30 pm - Speaker sessions, Q&A 8:00 pm - Networking/chatting Shoutout to our sponsors: Index Exchange - https://www.indexexchange.com/ Elastic - https://www.elastic.co/ Allies are welcome to attend, with the understanding that these events are focused on spotlighting the career experiences of women.

❄️🌿 **St. Clair West to Yorkdale: A Winter Ravine-to-City Walk** 🌿❄️ **An easy, scenic winter walk you don’t want to miss** This is one of those walks that reminds you why Toronto is such a fascinating city — where nature, neighbourhoods, and everyday life all blend together. Join us for a **beautiful 90-minute winter walk** that takes us from leafy ravines to one of Toronto’s most iconic malls, all at a relaxed and social pace. ✨ We’ll start at **St. Clair West Subway Station** and head into the peaceful **Cedarvale Ravine Trail**, one of the city’s hidden winter gems. Snow-dusted paths, quiet trees, and fresh air make this the perfect way to enjoy winter without feeling overwhelmed by it. ❄️🌲 From there, we’ll continue along a trail that runs beside **Allen Road**, offering a surprisingly calm walk through the city’s infrastructure and green spaces. We’ll pass through **Wenderly Park**, a small but lovely park that connects communities, before making our way through the **Allen Centre**, a charming local mall that feels like a little pause in time. 🏙️☕ One of the highlights of this walk is moving through the **Lawrence Heights community**, an area with a rich and important history in Toronto. As we walk, you’ll get a sense of how the city has evolved — from postwar housing development to one of Toronto’s most talked-about neighbourhood revitalizations. It’s a walk that quietly tells a story, without ever feeling like a lecture. 💛 We’ll end our journey at **Yorkdale Mall**, where warmth, food, and good company await. Depending on time and group size, we’ll either sit down together at **The Cheesecake Factory** or keep things casual with lunch in the food court — either way, it’s a perfect, cozy finish after a winter walk. 🍽️❄️ This walk is **easy, social, and totally manageable in winter**, making it a great way to get outside, move your body, and actually connect with people — without rushing or pushing yourself too hard. 📱 **Don’t forget to join our WhatsApp group** – [CLICK HERE!](https://chat.whatsapp.com/H59mSCbsAi018gYANrKAnc?mode=ac_t) \*\*\* \#\#\# ❄️ Meetup Details ❄️ ⚠️ **Please Note:** This is a true winter walk. Don’t sign up if you’re not comfortable walking in cold or snowy conditions. ✔️ The walk happens in *almost* all weather ❌ The event will be cancelled only if it’s **-20°C or colder** 📍 **Meetup Location:** Outside **St. Clair West Subway Station in front of the** Loblaws — look for Mathew in his iconic **Moose Hat** 🫎 ⏰ **Meetup Time:** **11:00 AM** — I will only wait **5 minutes** (this is a firm 5 minutes because… winter ❄️😉) 💲 **Meetup Fee:** $5 cash in person **or** e-transfer to \*\*[mathewmaclean@hotmail.com**](http://mathewmaclean@hotmail.com%2A%2A/) 🏁 **End Spot:** Yorkdale Mall \*\*\* \#\#\# 🧣 What to Bring 🧣 • Water • Good winter boots • Gloves & hat • Something warm to drink ☕ • A small snack • A friend, family member or guest \*\*\* 🚶‍♂️ **Can I Leave Early?** Absolutely — leave anytime you like. The walk could take up to two hours. \*\*\* 💛 **REMEMBER:** You can just show up — or decide on the day if you’re not 100% sure. ⚠️ **NOTE:** Sometimes things happen and plans may change — please keep an eye out for updates. \*\*\* 👤 **Organizer:** Mathew Questions? Post on the event wall or email \*\*[torontomoviesandoutings@hotmail.com**](http://torontomoviesandoutings@hotmail.com%2A%2A/)

Important Register on the [event website](https://www.aicamp.ai/event/eventdetails/W2026021214) (Due to room capacity and building security, you must pre-register at the link for admission) **Description:** Welcome to the AI meetup in Toronto. Join us for deep dive tech talks on AI, GenAI, LLMs and machine learning, food/drink, networking with speakers and fellow developers. **Speakers/Topics:** \- Gleb Otochkin \(Google\) Stay tuned as we are updating speakers and schedules. If you have a keen interest in speaking to our community, we invite you to submit topics for consideration: [Submit Topics](https://forms.gle/JkMt91CZRtoJBSFUA) **Sponsors:** We are actively seeking sponsors to support AI developers community. Whether it is by offering venue spaces, providing food, or cash sponsorship. Sponsors will not only speak at the meetups, receive prominent recognition, but also gain exposure to our extensive membership base of 10,000+ AI developers in Toronto or 500K+ worldwide.

Join us for a refreshing winter walk through the beautiful trails of **Sunnybrook Park**! This relaxed group walk is a great way to enjoy the season, get some light exercise, and connect with others who love being outdoors. We’ll explore scenic paths, take in snowy views (weather permitting), and keep a comfortable pace so everyone can enjoy the experience. Whether you come alone or with a friend, you’re welcome to join! **Other** We will wait for 15 mins and start walking at 1:15pm. Bathrooms are located near the parking lot, just before you enter the parking. **What to expect:** • Easy to moderate-paced group walk • Beautiful winter scenery • Friendly, social atmosphere • Great for clearing your mind and staying active **What to bring:** • Warm winter clothing, gloves & winter/hiking boots • Positive vibes 😊 Let’s get outside, and enjoy winter together! 🌲❄️ **Distance** \- 5 to 7km *(will adjust the distance based on weather and trail conditions)* **Difficulty** \- Easy but there might be some minor inclines/declines\. **Free Parking** **TTC** \- get off at Leslie and Eglinton and walk 9 mins to meeting spot\. 💬 **Stay Connected:** ***Join Whatsapp Group - [CLICK HERE](https://docs.google.com/forms/d/e/1FAIpQLSflzD3fDrU5sLARAT5yDF3OhEu3Vj-2P7ci8mP5FYX46rt1NQ/viewform)*** ***Follow on Instagram - [CLICK HERE](https://www.instagram.com/tam.club/)***

I love my job and one of the main things I do is help customers get going with any of the data technologies at Microsoft. Right now there are a lot of my customers asking about Microsoft Fabric. It's hard to weave across all the shiny new options across the Fabric landscape, let alone figure out where it fits into your organization. In this session we'll focus on answering one question - how can I get data into Fabric? We'll talk through the "it depends" options and see some of the options in live demos.

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)

**NEW LOCATION: 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). See the handy Parking Map - we recommend street parking. [Street Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing) 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 centralohpython@gmail.com

**Abstract:** The Advanced Photon Source (APS) is an X-ray light source at Argonne National Laboratory where researchers perform imaging, diffraction and spectroscopy experiments at 68 specialized beamlines. APS recently completed a major upgrade that made it the brightest synchrotron in the world and upgraded many of the beamlines to take advantage of the dramatically brighter, more coherent beam. These new capabilities are increasing the facility’s raw data production from <10 PB/year before the upgrade to >100 PB/year once all instruments are back online. To meet this data challenge, the APS Beamline Data Pipeline project team is partnering with beamline staff to develop and deploy science data pipelines that use a common set of open-source software tools (many written in Python) to link instruments with the Polaris supercomputer at the Argonne Leadership Computing Facility (ALCF) for data processing. This talk will describe the APS data systems, our file-based and streaming pipeline templates, and some of the open-source software we use to extract scientific insights from beamline data. **Audience Takeaway:** Open source Python data acquisition and analysis tools are ubiquitous at the APS. Many of the packages that are mentioned can be found at [https://github.com/AdvancedPhotonSource](https://github.com/AdvancedPhotonSource). This is a *hybrid* event. To attend online, join us on Zoom here at 6pm: [https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1](https://numfocus-org.zoom.us/j/89399976851?pwd=UEgMUZXdYmKdK1x1dIPL6hwUYnp7NW.1) **Sponsor**: Grainger will provide the meeting site, as well as snacks for the onsite participants. * **Address:** 222 W Merchandise Mart Plaza, 18th Floor, Chicago, IL 60654 * **Grainger's Overview:** W.W. Grainger, Inc., is a leading broadline distributor with over $17 billion in revenue. At Grainger, We Keep the World Working® by serving more than 4.5 million customers worldwide with maintenance, repair, and operating (MRO) products and services delivered through innovative technology and deep customer relationships. Our machine learning team builds broadly across search, recommendations, product matching, computer vision, and generative AI. * **Logistics**: To access the Grainger office, we require **first and last names** of those who RSVP'd by **Feb 11**. Please take the main elevators at the center of the Mart. Attendees will then present their **IDs** when they arrive at the front desk on the 18th floor.

**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 **Abstract** TBD **YouTube Link** TBA

Meet at Wolfe Park parking lot by tennis courts. We willl walk along Alum Creek trail, through Jeffrey Mansion Park then along Bexley neighborhood and back. Optional lunch at Trolley District.

Let’s try MILO this week. Back to our old stomping ground COLUMBUS RECREATION CENTERS require membership fee to play. Register & Pay at the desk when you arrive. $5 day pass is available for first time players. I have some extra pickle ball paddles and balls if you don’t have one. Definitely bring your own paddle if you have one and bring some balls if you have them. Legal Stuff: The event hosts/Organizers are just fellow member volunteers. By participating in any event, you assume all risks of liability and injury inherent in these activities. You are responsible for your own safety and for determining if you are in condition fit to participate. You are also responsible for knowing and abiding by all laws and rules during your participation in any event.
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