Statistical Modeling

Come join us for dinner, drinks and fun! From the restaurant: Housed within a reimagined historic landmark, this 23,000 square foot destination blends bold Mediterranean and Asian influences with immersive design, dynamic energy, and a distinct point of view — all built around the art of social dining. Led by seasoned local restaurateurs, Queens Harbour is inspired by the warmth of Mediterranean hospitality—where meals are about connection, not just cuisine. Bringing you a Chef-driven “MediterrAsian” culinary journey —a flavourful fusion where the boldness of Asia meets the soul of the Mediterranean. With Canada’s largest retractable rooftop patio and three uniquely designed dining spaces—including the private and semi-private Donika, Janine, and Rowa named after the Founders mothers —every seat reveals a new perspective. Please note there is a $3 charge for this meetup. Payment Options:
E-transfers should be sent to [torontofriendsmeetup@gmail.com](mailto:torontofriendsmeetup@gmail.com)
Or
PayPal Link:
https://www.paypal.com/paypalme/torontofriendsmeetup 
Or you can pay cash in person.

 Please note: refunds will only be issued in the case where the organizer has to cancel or reschedule the event.
 Hope to see you there! Jess

There is a rich philosophical literature on skills (e.g., chess, ballet, cricket) which focuses both on the mental states of performers (e.g., what is the phenomenology of doing something well?) and on the evaluative dimension of skill and talent (e.g., what makes skilled achievements valuable?). Within this literature, there is a glaring omission of any discussion of skills acquired and expressed in standard workplace contexts, from cafés to warehouses. This talk considers the significance of that omission, both for our philosophical conception of skill and our understanding of action in the workplace. I argue that the phenomenology of workplace skill (which should account for feelings like boredom and fear) complicates our evaluative notions about skill and talent, mainly because it elucidates and reveals as untenable certain assumptions within the philosophy of skill about the evaluative implications of phenomenological states. Zara Anwarzai https://www.sfu.ca/philosophy/people/profiles/zanwarza/ Assistant Professor Department of Philosophy Simon Fraser University **About the Speaker:** I received my PhD from Indiana University in Philosophy and in Cognitive Science in 2024. My current work focuses on the social dimension of skill and expertise. Specifically, I'm interested in how to apply traditional inquiry into the cognitive and epistemological mechanisms involved in skill (which mainly focuses on individual skilled performers) to skills acquired and expressed by pairs or groups, like team sports or ensemble performances. I have done empirical work on the evolution of human tool use and manufacture. I also have broad interests in social ontology (e.g., the nature of collectives, shared agency, and group dynamics) and the philosophy of work (e.g., the phenomenology of automaticity in the workplace, the structure of skilled action at work, the relationship between standards of expertise and capital). I am co-organizing the upcoming workshop, ["Can Social Ontology Change the World?"](https://sites.google.com/view/social-ontology-and-the-world/home) in October 2026. **\* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \* \*** 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](https://youtube.com/live/nc-C7DB-e4U?feature=share). 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

Pottery Night at Orkid Gallery! All tools included. No experience needed—just come create, connect & sip tea with us! 3-hour workshop.

## ‍♂️ Christie to MOCA: West-End Wander + Free Friday Night Art **Friday\, March 6 \| 6:00 PM Start** Meet **outside Christie Station** Finish at **Museum of Contemporary Art Toronto (MOCA)** **Approx. 4.5 km total walking distance** ⏱️ About 1.5 hours at a relaxed pace (including stops) *** ### About This Walk We’re exploring one of Toronto’s most character-filled west-end corridors — from leafy residential streets and vibrant local strips to former industrial lands transformed into creative hubs — ending with **[free Friday admission at MOCA](https://moca.ca/)**[.](https://moca.ca/) **This walk proceeds rain, snow , or shine. Only sign up if you're able to walk in all kinds of weather.** This is a social, urban-discovery stroll with stories, architecture, neighbourhood trivia, and plenty of photo ops. *** ## ️ About MOCA [MOCA ](https://moca.ca/)is Toronto’s leading museum dedicated to contemporary art. Housed in a repurposed auto factory near Dundas West, the space blends raw industrial architecture with bold, thought-provoking exhibitions from Canadian and international artists. ✨ **Bonus:** Admission is **FREE on Friday evenings**, including our event day — **Friday, March 6**. Stay as long as you like inside the galleries after we arrive. **MOCA closes at 9PM** *** ## What to Expect * Moderate pace, mostly flat terrain * Urban sidewalks + paved trail * A mix of history, architecture, neighbourhood stories & good company *** ## What to Bring * Comfortable walking shoes * Weather-appropriate layers * Presto card if you plan to TTC home * Curiosity *** ## Why You’ll Love This One This route showcases Toronto’s evolution in just a few kilometres — parkland, immigrant corridors, industrial grit, and cutting-edge art — all ending with free gallery access. Look for **Nicolas** near the Christie Station entrance at 6PM. Let’s explore the west end and then dive into contemporary art together. Remember you can just show up if unsure of your schedule **Don’t forget to join our WhatsApp group** – [CLICK HERE!](https://chat.whatsapp.com/H59mSCbsAi018gYANrKAnc?mode=ac_t)

The Board Games event is a fun, sociable and charitable event We are a fun, friendly and kind group of people mostly in our 20s, 30s and 40s. Beginners are welcome! We are a very inclusive and social group and we teach people how to play games they have not played before :) We provide a variety of 40+ board games. The games usually take 5 or 10 minutes to learn and 30 to 60 minutes to play. **Time** * Board Games Start time: 630pm * Board Games end time: 10pm * Eat / Drink/ Socialise at a nearby pub afterwards **Location** 30 Leeds St, Toronto, ON M6G 3R8 (Ukrainian Catholic Church of the Holy Protection) The entrance to the board game room is at the back of the Church. There is a sign on the door that says BOARD GAMES GROUP. Please use the map provided on the event page also. **Fee** $10 Cash (no coins ) $11.55 by card or e-Transfer * e-Transfer before or at the event dvschiller@gmail.com for e-Transfer **Charity Donations** * This is a not-for-profit initiative. Revenue go towards covering costs of the event including venue, insurance marketing, refreshments and board games. Any surplus revenue is donated to charity **Food and drink** * Everyone will get cookies/candy for free * Cups will be provided for tap water * Bring your own food and drink. * Please do not bring CHIPS AND CRACKERS as they make a mess and are greasy * **ALCOHOL IS PROHIBITED AND WE HAVE A ZERO TOLERANCE POLICY ON THIS - there are no second chances** Photos will be taken at the event and posted publicly for marketing purposes. Please only attend if you are ok with this or tell me when you arrive that you do not want to be in any photos The event is officially hosted by Ace of Math Learning Program Ontario Inc.

Let’s get together to speak French! We’ll enjoy tea/coffee and some icebreaker games. Everyone is welcome. Venez parler français! À bientôt, Hassane. \*Merci beaucoup de vous être inscrit(e) à notre prochaine rencontre! Nous sommes ravis de votre présence. Afin de permettre à d’autres de se joindre à nous, nous vous demandons respectueusement : 1. **Si vos plans changent,** veuillez mettre à jour votre statut (passer à 'Non') le plus rapidement possible pour libérer votre place. 2. **Si vous êtes sur la liste d'attente,** merci de ne pas vous présenter à l'événement. Votre statut doit être confirmé pour pouvoir participer. Veuillez vous inscrire directement aux prochaines dates disponibles. Au plaisir de vous accueillir! \*To allow others to join us, we respectfully ask that you: * **If your plans change,** please update your RSVP status (change it to 'No') as quickly as possible to free up your spot. * **If you are on the waiting list,** please do not show up for the event. Your status must be confirmed to participate. Instead, please register directly for the next available dates. IMPORTANT: Veuillez noter que pour profiter pleinement de nos échanges, une aptitude de base à la conversation est vivement souhaitée : ce groupe est un cercle de discussion convivial et non un cours de langue. Please note that to fully enjoy the experience, a basic speaking aptitude is recommended: this group is a social conversation circle, not a formal teaching class. We look forward to welcoming you! Please join our WhatsApp group: https://chat.whatsapp.com/LRUdXbjpG8I9aph4dU6Go8

[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/

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/Da9fZFxPfs **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 sit together and have coffee :))

⚠️ **IMPORTANT: You must sign up and buy a ticket here to attend:** [https://groupvibe.com/](https://groupvibe.com/) **Join the Toronto City Brunch Club and make new friends!** Each meetup brings together 4–6 people for casual conversations over brunch. We use the Groupvibe platform to facilitate the meetup and ensure everyone’s a good fit. 👉 **To attend, you’ll need to complete registration via this link:** [https://groupvibe.com/](https://groupvibe.com/) We’ll share the exact location of the upcoming meetup the night before only if you have bought a ticket or membership plan. **Why this works:** \* Smaller groups make real conversations easier. \* Discover new restaurants in your city, together. \* Curated lunch venues with good food and vibe. \* If you hit it off with your group, there’s plenty of time to hang out afterwards. **Note:** RSVPs on Meetup don’t reflect total attendance. Many attendees register directly via our website. The event on [Meetup.com](http://meetup.com/) is only a placeholder. This meetup is organized by Groupvibe, a small team passionate about helping people form meaningful friendships offline.

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. 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)

**Hello Columbus!** **The community is buzzing and growing well.** **We are thrilled to bring our third BrowserStack QA Meetup on March 12th!** We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss. **What to expect:** * **Connect:** Network with Columbus' top engineering and QA minds. * **Learn:** Real-world tactics and trends you can use immediately. * **Enjoy:** Food, drinks, and great community spirit. **Agenda** * **[Sam Gomez](https://www.linkedin.com/in/samueljgomez/)** is presenting "AI is more than LLMs: Choosing the right AI for your needs." **RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!** 📍 **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017 📍 **Free Parking:** 6725 Longshore Street, Dublin, OH 43017 📅 **Date & Time:** March 12, 6:00 PM **Stay Connected!** Want to continue the conversation beyond the meetup? Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Don’t miss out—click below to join!** 🔗 [\[](https://discord.gg/6SdCyWTNyW)**[Join the BrowserStack Discord Server](https://discord.gg/6SdCyWTNyW)**[\]](https://discord.gg/6SdCyWTNyW) **A Few Notes:** ✅ This is an **in-person event** ✅ **RSVP does not guarantee a seat** – A confirmation email will be sent one day before the event. **TALK ABSTRACT:** AI is all the hype these days; however, despite (or maybe because of) the excitement around it, a high percentage of AI projects fail. Projects that are over budget, delayed, or that fail to scale past the POC phase are very common. In many of these scenarios, choosing the right approach can be as critical as the solution itself. Should you build a tailored machine learning model, leverage the power of large language models (LLMs), or integrate with AI copilots? Each option has unique strengths, trade-offs, and resource requirements, and the key to success lies in aligning your choice with your business goals and technical constraints. In this talk, we will go beyond the basic concepts and definitions to provide a practical guide that allows attendees to navigate these decisions through real-world case studies. We will examine scenarios in which different AI paradigms were chosen, discuss the factors that influenced those decisions, and outline the process for evaluating needs, constraints, and outcomes. From assessing data availability and team expertise to balancing cost and scalability, you'll gain insights into the critical considerations that guide the selection process. By the end of this session, you’ll have a clear process for determining whether machine learning, LLMs, or copilots are best suited to your AI challenges and understand the resources and strategies needed to bring your chosen solution to life. This talk is ideal for decision-makers, technical leads, and innovators seeking to demystify AI implementation and maximize the impact of their investments.

**New Dojo Location!** **Draft Day Columbus** 1130 Dublin Road Columbus, OH 43215 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 topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)

**Details:** This talk reviews the fundamental academic research literature in financial economics, distilling key findings with rigor while debunking suboptimal investing decisions. It draws on decades of empirical research and statistical analysis with the aim of guiding how to think about sound investing. **Audience Takeaway:** Attendees will gain a practical, research-based approach to assessing investments, interpreting risk, and making choices that support long-term financial independence, informed by decades of published financial studies. **Zoom: This is a *hybrid* event. To attend online, join us on Zoom here at 6pm:** https://iit-edu.zoom.us/j/87434065239?pwd=mK8gkDO6FTL2NBCXrgnViDwVJU14YT.1 Meeting ID: 874 3406 5239 Passcode: 826532 **Sponsor:** **[Tegus by AlphaSense](https://www.tegus.com) will provide the meeting site, as well as pizza and soft drinks for the onsite participants.** * **Address:** 200 N. LaSalle Street. Suite 1100. Chicago, IL 60601 * **Tegus by AlphaSense's Overview:** Tegus by AlphaSense is the leading market intelligence platform for key decision makers. We power some of the world’s most well-respected institutional investors, corporations, and consultancies through the largest and most comprehensive database of primary and market information. Our products and services enable clients to discover unmatched insights and answers to the most challenging questions they face to help them make better informed decisions. We are an end-to-end investment intelligence and research platform that modernizes the research processes. With an ecosystem that combines at-cost, on-demand expert calls with a 55K+ transcript library; quantitative financial workflows that streamline research across company disclosures, management presentations, earnings calls and filings; and 4K+ fully-drivable financial models and company benchmarking data, including every KPI and comparison that matters, Tegus by AlphaSense enables investors to move faster, gather deep research and surface high-quality insights to drive better decisions. The company serves customers worldwide, including investment analysts, portfolio managers and key decision makers across public and private businesses in markets of all sizes. * **Logistics**: To access the Tegus by AlphaSense building, we require **first and last names** of those who RSVP'd by Mar 18. Attendees will then present their **IDs** when they arrive at the front desk (right when they enter the building). They will be sent up in the elevator to the 11th floor where we will be.

Let us meet for some end of week catching up