Machine Learning

This is an event organized by cntrl shift. interested attendees should register here. https://luma.com/5j88d0vo

**Toronto, It’s Happening! Saturday, February 28th from 3pm to 5pm EST (or longer, if you’re having fun)!** The **Unapologetically Childfree™️ Community** is growing fast in **London and Lisbon**, slowly but surely across the U.S.—and now… **Canada is officially joining the party** thanks to a lovely community member in Toronto who’s ready to host. ✨ This will be the **first Unapologetically Childfree™️ meetup in Toronto** (and hopefully the first of many across Canada ), created for childfree folks who are ready to find real community and lasting friendships. While I won’t be there in person, this meetup will be hosted by **Alison**, a Toronto local and UCC member who’s excited to welcome you all and help get this community started IRL. ‍♀️ *** **Event Details:** * **Who:** Childfree people—meaning anyone who doesn’t have or want kids. Locals and visitors welcome. If you’re ready to meet people who *get it*, you’re in the right place. * ️ **What:** A relaxed, come-as-you-are hangout with food, drinks, and easy conversation. No agenda. No pressure. Just connection. * **Where:** **Waterworks Food Hall** Located inside **Waterworks Condos & Residences**, this modern food hall has lots of options (including vegetarian-friendly bites), plenty of seating, and a great social vibe. [https://www.waterworksfoodhall.com/](https://www.waterworksfoodhall.com/) * **When:** **February 28th** ⏰ **Date & Time:** **3:00 PM – 5:00+ PM Toronto Time** (The end time is a placeholder—if Toronto is anything like the rest of the UCC, this will likely go longer ) * **Cost:** The meetup itself is free. Average spend at the venue is estimated at **$20–30 CAD per person**, depending on what you order. * **Parking:** Underground parking is available at the building. Details on cost/availability are not confirmed, so plan accordingly. * **Why You Should Join:** This is a low-key way to meet other childfree adults in Toronto who are also looking for community—not networking, not dating pressure, just real humans connecting. * ⏰ **Arrive & Leave:** Totally flexible. Come early, show up late, stay a bit, stay awhile—it’s all welcome. * **Stay Connected:** Want updates, day-of coordination, and first dibs on future Toronto (and Canada-wide ) events? Join the WhatsApp groups by signing up here: **[https://maggiedickens.com/childfree-group-chat](https://maggiedickens.com/childfree-group-chat)** Huge gratitude to Alison for helping bring Unapologetically Childfree™️ to Toronto. I’ll be cheering you on from afar and cannot wait to see this community grow. ✨ Unapologetically Yours Maggie Dickens Host of the Unapologetically Childfree™️ Community + Podcast Instagram: **@MaggieGetsREAL** **Important: Event Participation Agreement** This Event Participation Agreement ("Agreement") is entered into by and between Maggie Dickens, owner of the Unapologetically Childfree™️ Community ("UCC"), and the Participant ("Participant"). By attending the event, the Participant agrees to the following terms: 1\. Disclaimer of Affiliation and Liability 1.1 No Affiliation with Third-Party Vendors: The UCC has no affiliation with third-party vendors at the venue. Participation in any activities or purchases from vendors is at the Participant's own discretion and risk. 1.2 No Financial Remuneration: No member of the UCC receives financial compensation from third-party vendors, and this is subject to change without notice. 1.3 Waiver of Liability: The Participant agrees to waive all liability and hold Maggie Dickens and the UCC harmless from any claims or damages arising from participation, including physical injuries, property damage, or financial loss. 2\. Voluntary Participation and Assumption of Risk 2.1 Participation is entirely voluntary, and the Participant assumes all risks, including any injuries or losses. 3\. Photography and Marketing Consent 3.1 The Participant consents to being photographed or recorded during the event for marketing purposes. 3.2 The Participant grants the UCC the right to use their likeness for promotion without compensation. 4\. General Provisions 4.1 The Participant is responsible for any costs incurred during the event. 4.2 This Agreement constitutes the entire agreement and can only be modified in writing. 4.3 This Agreement is governed by applicable laws.

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.

Hello Everybody! 【College Park food court is closed again, so we change the location to the food court in Brookfield Place（181 Bay St., Toronto, ON）, near the Union Station.】 I am helping organize a mandarin-english language exchange downtown. If you want to improve your Mandarin/English, feel free to come by downtown and meet others to practise your language. There will be native Mandarin and English speakers to help you! Or you can share your language skills with others! Every Saturday 3:00pm-5:00pm Brookfield Place Food Court（181 Bay St., Toronto, ON） [ Please find a table with "meetup" label (like the Featured photo).] [ Usually in front of the Longo's supermarket] —————————————— 大家好： 【College Park的food court又给封了，所以我们把活动地点换到了 Brookfield Place的food court （181 Bay St., Toronto, ON），靠近Union Station。】 我正在组织一场中英文交流活动。如果你想提高你的普通话或者英语，那就快来参加吧！你可以在这里认识很多母语为普通话或者英语的新朋友！他们都非常乐于帮你提高你的中英文表达能力！也欢迎你同我们一起分享你的语言技巧! 谢谢! 每周六 3:00pm-5:00pm Brookfield Place Food Court（181 Bay St., Toronto, ON） 【请找到一张桌子，桌上有张纸，写着“Meetup”。】 【位置通常会在longo's超市前面】 ———————————————— 大家好： 【College Park的food court又給封了，所以我們把活動地點換到了Brookfield Place的food court （181 Bay St., Toronto, ON），靠近Union Station。】 我正在組織一場中英文交流活動。如果你想提高你的國語或者英語，那就快來參加吧！你可以在這裡認識很多母語為國語或者英語的新朋友！他們都非常樂於幫你提高你的中英文表達能力！也歡迎你同我們一起分享你的語言技巧！ 謝謝! 每週六 3:00pm-5:00pm Brookfield Place Food Court（181 Bay St., Toronto, ON） 【請找到一張桌子，桌上有張紙，寫著“Meetup”】 【位置通常會在longo's超市前面】

[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/

**A cordial invite to the second segment of a miniseries of meetups on the resurging interest in the Perennial Mystery of Consciousness.** Last December we held the first of the series: **[The Holy Grail of Consciousness Embedded AI](https://www.meetup.com/ions-ontario/events/312293729/?eventOrigin=group_similar_events)**[ ](https://www.meetup.com/ions-ontario/events/312293729/?eventOrigin=group_similar_events)focusing on two opposing understandings of Consciousness. The prevailing concept among many scientists that bursts of electrical activity creates consciousness. And that it is conceivable, indeed possible, to harness this burst of electrical activity in silicon chips giving rise to consciousness in AI. This differs from the Perennial understandings reached by thinkers of the East who investigated states of Mind beyond dreamless deep sleep and made empirical observations of human and non-human entities over millennia. To them, Pure Consciousness as Ultimate Reality cannot be expressed by speech or understood by the Mind, for it is the illumination of Pure Consciousness which enables the speech to be expressed and the Mind to understand in the first place. In this and follow up sessions of the series we will be joined by Dr. Afsaneh Khorasani, **[Afsaneh Personal website-| Home](https://www.bing.com/search?q=Afsaneh+Khorasani&form=ANNTH1&refig=6986d3bc1bc5479f87ccec054ccb89ed&pc=PCMWSB&adppc=EDGEXST)**[,](https://www.bing.com/ck/a?!&&p=7cbb65b29886dd437938c7314526aebd9058fe4d4749dbdf2731d36796825912JmltdHM9MTc3MDMzNjAwMA&ptn=3&ver=2&hsh=4&fclid=229627c8-30c9-6f1e-2861-3229310c6ef5&psq=Afsaneh+Khorasani&u=a1aHR0cDovL2Fmc2FuZWhtb3RhbWVkLmNvbS9lbi9pbmRleC5odG0) an eminent research scientist. Among **[other initiatives](https://www.easyglobaltraining.com/)** Dr. Afsaneh has been involved with the Princeton University linked **[Global Consciousness Project](https://noosphere.princeton.edu/)** led by Roger Nelson to which our **[Institute of Noetic Sciences](https://noetic.org/)** (IONS) has been providing logistical home base over the years. Dr. Afsaneh will lead us into a deep yet practical journey into the nature of reality, consciousness, and energy, bridging modern physics, ancient wisdom, and lived experience. Together, we will look at consciousness as the ground of all experience, energy as the language of the universe, and manifestation as alignment rather than effort. We’ll explore how thought, emotion, belief, frequency, and awareness shape our lives, our relationships, and our ability to create with clarity and presence. The session will be reflective, expansive, and grounded in real-life application, offering insights you can integrate into daily living. In the months ahead, we will invite other panelists to share their perspective in a conversational setting with emphasis on audience interactions. We look forward to sharing this space of inquiry, awareness, and connection with you.

It's better when we're together. Come and experience the power of the WHM with a wonderful group of people. We breathe, we go into the cold and we teach our bodies to heat up properly. We develop resilience and the mindset to use these powerful healing tools over and over again, all year round. This gathering is fully guided by Wim Hof instructor Steve Beattie. If you are new to this, come on down, enjoy the support and practice in a safe way with us. If you already have a WHM practice this meetup is a great way to take it to the next level, and make lots of new friends. There will be a fire, snacks and drinks shared by other attendees. We have been doing this 6 for years! **What to bring?** * Yoga mat * Weather-appropriate clothing (better to dress too warm!) * Bathing suite, towel * Water shoes (optional) In extreme weather being prepared is very important. Especially if it's your first time, please read up on how to come prepared [here.](https://www.breathinginnature.com/wim-hof-method-meetup/) Learn more about our Wim Hof meetups, workshops, breath classes, wilderness trips, medicine work and special events at **[Breathing in Nature](https://breathinginnature.com/)**. Join the "**[Wim Hof Toronto](https://www.facebook.com/groups/1714218015474146/)**" group on Facebook to see all of our local events. This is a free event made possible by our Gift Economy. You can learn more about the Gift Economy [here](https://breathinginnature.com/gift-economy/).

**Signup on Eventbrite: https://www.eventbrite.ca/e/unlock-your-inner-energy-body-mind-and-chi-tickets-1983196505133?aff=oddtdtcreator** **Unlock Your Inner Energy: Body, Mind, and Chi** ### ***Week 1: March 1st - A 60-Minute Masterclass with Qi Gong Master Teresa*** **Are you feeling depleted, stressed, or disconnected?** Join world-renowned **Master Teresa** for an uplifting, free introductory session designed to wake up your body’s natural healing intelligence. Chi Gong (Qi Gong) is more than just "movement"—it is a 5,000-year-old system for managing your internal pharmacy. In this one-hour experience, Master Teresa will guide you through the basics of "Chi" (Life Force Energy) and show you how to shift your state from **exhaustion to vitality** in minutes. ### **What You Will Experience:** * **The "Chi" Sensation:** Learn how to actually *feel* your own energy between your hands. * **Instant Stress Release:** Simple, rhythmic movements to "shake off" the tension of the week. * **The Power of Breath:** A guided technique to oxygenate your blood and calm your nervous system. * **Beyond the Physical:** A brief introduction to how Chi Gong can support **menopause, eye health, and remote healing.** ### **Who Is This For?** * **Total Beginners:** No experience or special equipment needed. If you can breathe, you can do Chi Gong! * **Wellness Seekers:** Anyone looking for a holistic way to manage anxiety or low energy. * **Aspiring Healers:** Those curious about professional training to become instructors or remote healers. ### **About Master Teresa** Master Teresa is a Chi Gong Master, speaker, and visionary with over 30 years of experience. She has helped thousands of students across Canada and globally find balance, heal physical ailments, and rediscover their inner joy through the "Fa Chi" (sending energy) method. **Cost:** FREE (Registration is required to secure your spot) **What to Wear:** Comfortable clothing you can move in. ### ***Register separately:*** ### ***Week 2: March 8 - Energy & Psychology (FREE)*** ### ***Week 3: March 15 - Heart Chi Gong for Self-love ($50)*** **Purelandqigong.com**

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. Since we have 3 courts and allowed the maximum of 24 players so that everyone signs up for this event will be placed on waiting list FIRST then will be moved to the joining list on WEDNESDAY MORNING. 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.

**Join [TILE.]** at the **most popular Saturday Language Learning Social Event & Party in Toronto! 🍁** **[TILE.] = Toronto International Language Exchange [Instagram](https://www.instagram.com/tilelearning/)** **[TILE.]** now has a **2-for-1 special event,** which includes: **1.** From **[6:30 - 7:15 PM](https://www.meetup.com/english-class-with-certified-award-winning-teacher):** An optional new $5 small group 45-minute **[English language class](https://www.meetup.com/english-class-with-certified-award-winning-teacher)**[ ](https://www.meetup.com/english-class-with-certified-award-winning-teacher)led by a certified language teacher **2.** From **[7:15 - 11 PM](https://www.meetup.com/biggest-language-party-event-social-in-toronto):** Our usual huge group **[BIGGEST LANGUAGE EXCHANGE SOCIAL EVENT AND PARTY IN TORONTO](https://www.meetup.com/biggest-language-party-event-social-in-toronto)** (Cost: *$0-$5\*, see below)* Both events happen Saturday on the 2nd floor of the Madison Pub (14 Madison Avenue). ***Attend either or both events!*** Meet Toronto locals and international friends. Talk to language teachers and speakers to learn English, French, Korean, Japanese, Spanish, and much more! Join us for board games, conversation, dancing, singing, and more! Make sure to get a nametag from one of our helpers. *You **must** read the full event description below before attending. By attending, you agree to all the terms listed.* **[TILE.] Toronto International Language Exchange** event details: * We are on the 2nd floor of the Madison pub on the patio with all the international flags! *The dance floor opens around 10 PM, and the live piano bar singer start around 10:30 on the 1st floor.* * With our night ride promotion, the second event (the 7:15- 11 PM Party & Social event) is **FREE** for women who will be traveling alone at night to promote inclusion and equity\*. This event normally $5. * The cost for the first event (the 6:30 - 7:15 PM English Language class) is $5 for everyone. **PAY** **$5** right at the event by **CASH, CREDIT, or DEBIT**, or **SEND $5 E-TRANSFERS** to: **TILETORONTO1@GMAIL.COM**. You can also support the bar by buying a drink or appetizer. **\*** The second event ends late at night. It is 100% your own responsibility to ensure you get home safe. We can simply waive the $5 event entry/cover fee for women who will be traveling home alone so that they may instead put this money towards taking a safe ride home. \-\-\-\-\-\- **IMPORTANT DISCLAIMER – Meetup Group** By attending any TILE events, including these ones, you acknowledge and agree to the following: * *The organizers and hosts of TILE events are are not liable for any loss, injury, damage, or other unforeseen outcomes that may occur before, during, or after any event.* * *Participation in TILE events is entirely voluntary and at your own risk. You are solely responsible for your own safety, personal belongings, transportation, behavior, and well-being. It is your responsibility to assess the risks involved in any activity or location and to act accordingly.* * *TILE and its organizers do not provide insurance and cannot guarantee the safety, accuracy of information, or quality of venues, third-party services, or other attendees.* * *By attending, you release TILE, its organizers, and affiliates from any and all claims or liability, and you agree to conduct yourself respectfully and in accordance with local laws and venue rules.* * ***If you do not agree with this disclaimer, please do not attend TILE events.***

Our coffee shop meetup now takes place every other Saturday. Come out to meet and chat with your fellow members of the Toronto Social Anxiety Support group in a supportive environment. **IMPORTANT: This group is intended to provide a safe space for people with social anxiety who may feel inhibited in louder, more extroverted environments. Please respect the nature of this group and do not attend if you are not in this category. There are many other groups available on Meetup.** **When**: 5pm - 7pm **Where to meet**: Alternity Café, just west of St. George Street, on the south side of Bloor. Vegan café with a chill vibe. Here is their website: https://alternity.ca/pages/our-place **Reminder**: Like all our events, the group's code of conduct applies. Pls make this a successful outing by being courteous and respectful in language and behaviour, and supportive towards other members, especially those with higher anxiety. **Covid/flu safety**: If you are sick or have recently been exposed to someone who is sick, pls use your judgement about attending this event. You can always come to the next event when you feel better.

Move. Sweat. Smile. Repeat. This is a fun, high-energy Zumba class designed for real people — not performers, not fitness models, just humans who want to move, feel good, and leave happier than they arrived. Expect: Easy-to-follow Zumba routines Great music (Latin + global vibes) A welcoming, judgment-free space A workout that feels like a party (but still burns calories 😉) No dance experience needed. No pressure to “get it right.” Just show up and move. Followed by yoga for 45 mins. Sweat first, snacks after. If you’re free, we may head to a nearby spot to eat together. Class fee: $5 (helps cover space and music). Email money transfer to: monasalahuddin@hotmail.com

🌶️✨ AZÚCAR Social Night – Launch Party ✨🌶️ February 28 | 3473 Lake Shore Blvd W Message for Eventbrite Ticket Link For the ones who feel Salsa in their chest, For the ones who can’t hear Bachata without moving their hips, For the Latin music lovers who live for the dance floor, This night is for you ❤️ We’re launching Azúcar Social Night that’s a space dedicated to rhythm, connection, culture, and community. 🕗 8:00 PM – Salsa Lesson with Antonio 🎶 Salsa • Bachata • Top 40 Latin Hits 🎧 DJ All Night 🍷 Licensed Bar 💵 $10 Cover (Includes 1 Drink Ticket) ⏰ Dancing until 2:00 AM Whether you’ve been dancing for years or you just love the music, come share the floor with us. Let’s celebrate Latin culture, movement, and that feeling that only music can give. Azúcar . . . because life should be sweet 💃🏽🕺🏽✨ 📍 Abanico Dance Studio (3473 Lake Shore Blvd W)

Hello everyone, Plan to join us for a great night of mix, mingling and Saturday **Bowling**! (We can all hit another close by place for food and drinks after Bowling as well :) \*Joined by my other groups to so we can anticipate a terrific turn out. \*Event details below \-\-\- **Location:** **Play Time Bowl** 33 Samor Rd, North York, ON M6A 1J2 **Free Parking** found all around the location \-\-\- Sincerely, Steve Flemming Organizer/Host [meetup.com/soulcity/](http://meetup.com/soulcity/) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Event Details:** **SATURDAY BOWLING with SINGLES and FRIENDS!** **(Saturday February 28th)** -A fun, well organized event with lots of socializing, mingling and of course ten pin bowling! -This event is totally co-ed for all levels and all ages -Bring along your friends if you like or come on your own; either way always a great time \*Dinner menu available too (Optional) -Free Parking as well all around the venue \-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Event Fee:** 40 dollars (Includes Social Mixer, 90 minutes of Bowling, and then more mingling at a local near by bar/restaurant) (This also includes HST & Shoe Rental in the price) \*Cash only when you arrive or by e transfer in advance: **[steveflemming11@gmail.com](http://steveflemming11@gmail.com)** \*10 dollars if you wish to just take part in the (pre and/or after) mix/mingle party but not the bowling \-\-\-\-\-\-\-\-\-\-\- **Please arrive between 2:00 pm & 2:20 pm**-so I can secure lanes for everyone (You will see me (Steve Flemming) (and the group) when you walk in through the front entrance in the main bar/seating area \*We will have time to introduce ourselves and get to know each other before we begin the bowling :) \-\-\-\-\-\-\-\- **Friendly Reminders:** Located just south of 401 and just off of Dufferin (on west side) \*Parking is Free (located on both sides of building) Closest subway station is Yorkdale Mall -10 minute walk from the mall subway station \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-

**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.

The March Ohio North Database Training user group meeting will be held on **March 3rd, 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/l/meetup-join/19%3ameeting_YTg3MTY3NzItODI3OS00MTRjLTgzYTItYTBlMjY5NTQ5MzU4%40thread.v2/0?context=%7b%22Tid%22%3a%22b966f302-6b93-4686-9041-c084635642c5%22%2c%22Oid%22%3a%2278c760cb-657f-46aa-bd2f-7066d9403bdb%22%7d)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**: Updates and 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.

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.

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.

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.

## Overview Networking event for aspiring school leaders interested in building their own high-quality K-12 public school in their community. **About the Event:** Aspiring school founders in the Columbus, OH, area are invited to join us for this special in-person networking event where you will be able to ask questions, learn more about the BES Fellowship and make sure you are prepared for the application process and beyond. In addition to meeting like-minded leaders who are also committed to transforming education and bringing a high-quality K-12 option to their community, you’ll have the opportunity to meet our team and gain special insights from Dr. Chaundria Smith, BES Senior Director of Fellowship Coaching, who works closely to support BES Fellows. During this event, you can also learn more about the various regions across Ohio we are prioritizing for the BES Fellowship to ensure that new schools will respond to the needs of their community. **About the BES Fellowship:** Leaders in the BES Fellowship embark on a multi-year process to design, found, and lead an excellent K-12 public school that reflects and responds to community needs. We are currently accepting applications to the 2026 BES Fellowship. The extended deadline is March 30, and the 2026 Cohort will begin August 2026. Applications will be reviewed on a rolling basis until all spots are filled. Learn more at [bes.org/fellowship](http://bes.org/fellowship "http://bes.org/fellowship").

Meeting @ Improving's office in Downtown Columbus, near Cosi. Parking is paid, food & drink are free! This time we're hanging out after the long winter break. We are going to look at a group-member's project used to help learn the fundamentals of Go, and if time allows, we can take a look at how we like to build Go projects using AI.