Statistical Modeling

[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.

한국어는 아래를 참조하세요! A warm welcome to CanAsian Station’s In-Person English x Korean Meetup! A weekly event where we invite you to enjoy sharing language and culture with each other. * Beginners are welcome, what’s important is you’re willing to learn! * Short on ideas? Fear not! We provide new topics each week ,also doubling as study material! Our participation fee is **$5 per event**. All fees are to be E-transferred to canasianstation@gmail.com We also accept payment in cash, but please be advised that E-Transfers are preferred. Looking very forward to meeting and sharing with you all! 😊 Location: Go to the food court downstairs. CanAsian Station의 대면 영어 x 한국어 만남에 오신 것을 환영합니다! 매주 열리는 행사로, 여러분이 서로의 언어와 문화를 나누며 즐길 수 있는 자리를 마련합니다. 초보자도 환영합니다! 중요한 것은 배우고자 하는 마음입니다. 아이디어가 부족하다면 걱정 마세요! 매주 새로운 주제를 제공하며, 그 주제들은 학습 자료로도 활용됩니다! 참가비는 **행사당 5달러**입니다. 모든 요금은 canasianstation@gmail.com으로 E-Transfer를 통해 송금해주세요. 현금 결제도 가능합니다만, E-Transfer를 선호합니다. 여러분과 만나고, 함께 나누게 될 것을 기대하고 환영합니다!😊 장소: 지하에 있는 푸드 코트로 와주시길 바랍니다

Each week there is some recommended readings to be done before we meet. **Please see the attached schedule for this week's readings.** The Bible Timeline® study program takes you on a guided journey through salvation history. Presenter Jeff Cavins will show you how fourteen of the Bible’s narrative books tell the biblical story from beginning to end and will give you the keys to understanding the amazing story woven throughout Scripture. The Bible Timeline will teach you how to read and understand the entire Bible and introduce you to the wonderful narrative of Scripture in a way that will transform your life. The online material can be bought online through the link below (optional). However, each session we can share copies for you to have discussion questions in class and reading guideline for the next session. https://ascensionpress.com/products/the-bible-timeline-the-story-of-salvation-online-video-access

**Facilitated by Chris Dub & Marda Sperber** [FULL DETAILS HERE](https://mailchi.mp/soulguidednetwork/january-march-mushroom-ceremony-18162258?) This ceremony will support you to nurture and strengthen the new pathways you are choosing to take mentally, physically and spiritually to ensure you are a living a life that feels in rhythm with your body and soul. Receive the support you need to let go of the pain, hurt, sense of unworthiness & not enoughness, as well as the struggle we can all feel victim to at times. Immerse yourself into a space of love, forgiveness, and compassion, unlearning the ways you've been taught to judge your *very* human emotions and thoughts. ***You deserve to feel the love and support that's all around you, so you can bring forward the gifts and purpose you came here to share.*** The mind can be sticky, but when you experience genuine love it clarifies any confusion of who you truly are. ***This ceremony is an opportunity for just that: to open up to the authentic love that is innate within you, which opens up your heart, and helps you gain control of the mind.*** ### **Energies that could potentially arise in ceremony** ***Shamanic medicine ceremonies may open access to a wide range of emotional, somatic, energetic, and spiritual experiences. Each journey is unique, and all expressions are welcomed within a container of safety, consent, and compassionate presence.*** ***Energies that may arise:*** * Emotional release such as grief, joy, anger, relief, or deep peace * Memories or imprints from early life, ancestral lineages, or collective experiences * Somatic sensations including trembling, heat, cold, expansion, or energy moving through the body * Kundalini life-force activation, energetic attunements, and realignment * Encounters with inner archetypes, sacred geometry, spirit guides, animal allies, or symbolic imagery * Awareness of repetitive patterns or subconscious conditioning * Messages from past loved ones or benevolent guiding energies * States of expanded awareness, unity, stillness, or heightened intuition * Heart opening, deep surrender, electromagnetic field expansion, and embodied presence *All energies arise only as each participant is ready to meet them and are supported within a regulated, grounded, and loving field.* **Truly forgive yourself, learning to love the darker aspects that are rising to be seen and witnessed.** Cultivate a deeper love for the past versions of you, as well as others who have negatively impacted you. Gratitude is the open door to freedom, and ***when you recognize the gifts of the lessons life has given you - it becomes easier to let go of the anger, resentment, and regret***. As you unravel what has been tight within you, there is a natural alchemy that takes place within the body. Energy blocks and stagnation are unfurled, allowing you to open to more love, and the flow of vital life force energy. ***You will feel a loving space to heal and process through old traumas, ancestral karma, and become more astutely aware of ego identification, leading to more freedom, peace, and simplicity.*** **Release negative thought patterns, rewiring your nervous system for peace, harmony, and balance.** Be held in safe space so you can look at the negative thoughts and limiting beliefs that hold you back from feeling your freest, clearest, most alive and fully expressed self. Regulate your system through the awareness of breath, body (all levels - mental, emotional, physical & energetic), your 5 senses, and extrasensory perceptions. ***As you re-balance and re-align your system you will be able to see your internal experience more clearly, and also recognize why other people are the way they are, allowing you to have more compassion and forgiveness both for others and yourself.*** The more ***aware*** you are, the better ***regulated*** you are, and from that space you can become the master of your domain. You deserve the space and time to simply be, rest, rejuvenate, and feel the aliveness of living life moment by moment for YOU! **You are fully supported throughout the entire journey.** This ceremony includes the optional combination of pure MDMA along with the psilocybin mushrooms. We have found these medicines work very synergistically together, and offer an amplified level of heart opening. The pure MDMA is optional, and the dosing for both medicines will be based upon your intentions, disposition, prior experience, and current state at the time of the ceremony. After this ceremony you will feel more love for yourself and others, with a heightened sense of courage, strength, and integrity. ***You will want to make better choices, and also have the self-awareness needed to stay accountable to yourself.*** This level of love and clarity will emanate out to reach and impact all those closest to you. **This is an invitation to open up your heart, and love and forgive yourself through unconditional acceptance. To awaken to your divinity and beauty, and access your greatest gifts of self-healing and conscious creatorship.** **Ceremony Preparation & Integration** Prior to the ceremony you will receive an in-depth **plant medicine workbook** to help you prepare, questions to ask yourself and a recommended diet to support your experience. We will meet as a group before the ceremony for an **Intention Setting Call**, to connect with each other and share our intentions for the journey. You will also receive a **nervous system regulating practice** that supports in expanding internal awareness, grounding, centering and overall mindfulness. Following the Ceremony we will have an **Integration Call** to support and hold space for continued breakthroughs, challenges and dream weaving. (*All is Included in the Energy Exchange)* **Ceremony Day Flow** * Introduction & Sharing of Intentions * Opening the Directions * Mushroom Medicine Ceremony **What Can Happen Throughout This Sacred Ceremony** * Calling in Deities to Support Moving Through Energy Blockages & Embodiment of your Highest Virtues. * Shamanic Drumming for Answering Prayers, Deep Emotional Healing, Connecting to Ancestors & True Forgiveness. * Medicine Songs, Frequency Transmissions, Gong, Shruti, Theta Chimes, Animal Spirit Drumming, Crystal Harp, Singing Bowls, etc. * Periods of Pure Silence * Earth Core Connection & Synchronizing with Mother Nature's Clock. * Channeling of Higher Dimensional Wisdom * Inter Dimensional Shifts of Consciousness * Future Visioning into Your Becoming * Energetic Shedding of the Old Self & Re-birthing as Who You Truly Are. **Ceremony Closing** * Integrative Sound Journey * Gratitude Circle & Honouring of Spiritual Supports * Organic, Vegan, Gluten-Free Potluck w/ Integration Circle **Timing** \~ Saturday, January 31st, 2026 &/or Saturday, March 7th, 2026 11:30 AM - 8:00 PM **Location** \~ Toronto, Ontario (Leslieville) Exact Address Given Upon RSVP **Energy Exchange** \~ $325 = *when deposit is sent before Feb 20th* $375 = *Feb 20th or after* **(Includes Group Intention Setting Call, Ceremony,** **Post Ceremony Integration Call, & Prep Material)** *All Prices Includes Tax* **\*How to Register\*** *Email [soulguided@soulguidednetwork.com](mailto:soulguided@soulguidednetwork.com) if you are interested in joining the ceremony so you can fill out the intake form & get on a connection call to see if this is a fit. If you have worked with either of us before or we know each other well, you can just send the deposit.* $75 deposit or the full amount **E-Transfer:** [chris@chrisdubkundalini.com](mailto:chris@chrisdubkundalini.com) **Paypal:** [chrisdubkundalini@gmail.com](mailto:chrisdubkundalini@gmail.com) \*\*Credit Card: [HERE ](https://www.paypal.com/paypalme/chrisdubkundalini?locale.x=en_US)\*\*through paypal *A couple spots are reserved for financial assistance. If you are in need, reach out to us at: [[soulguided@soulguidednetwork.com](mailto:soulguided@soulguidednetwork.com)]([mailto:soulguided@soulguidednetwork.com](http://mailto:soulguided@soulguidednetwork.com/)) to start the conversation.* **Cancellation policy:** *If you cancel up to 7 days before the day of the ceremony, you may use* *payment towards the next ceremony.*

:Saturday Morning Drop In Cost $ 10 \*\*\* \* Included Plastic birdies, please try to have cash and pay before playing. \*\*\*(Cash Only) (Cash Only) (Cash Only) Location: 1370 Birchmount Rd, Unit 6 \*The close intersection in Birchmount Rd & Lawrence Ave. Time: Saturday 9:30 AM - 12 PM \*\*\*9:30 AM- 12 PM 3 courts available \*\*\*\*\* \*Please bring your own racquet, \*Please bring indoor gym sport shoes. (Change shoes in the club) \*\*\* \*This weekly gathering is for all levels (beginner to advance) badminton players. \*No outside food allowed. \* This event is for the purpose of playing friendly double games and for all levels of players from beginner to advance. Please do not use this as an opportunity to do training and singles games. Attendance in effect -please give at least 24hr notice in advance for cancelation so others may have time to react. Late show and no-shows maybe permanently removed from group and unable to rejoin. *** To ensure efficient use of event capacity, all registered participants are required to confirm their attendance with the group admin by the specified deadline when a waiting list is in place. Failure to confirm attendance, or absence within 72 hours prior to the event, may result in the participant’s slot being reassigned to waiting-list candidates or new members. This policy ensures fairness and maximizes participation opportunities for all members. Thank you for your understanding and cooperation.

⚠️ **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.

As adults, meeting new people isn’t as easy as it used to be. Between busy schedules and shrinking social circles, it can feel hard to form fresh connections—and while we’re constantly interacting online, it rarely matches the warmth and depth of a real, face-to-face conversation. That’s where our Fast Friending Evening comes in. It’s all about genuine, in-person connections with like-minded ladies and gents. Just show up, be yourself, and enjoy an evening of effortless conversations and meaningful new connections. **Book tickets now & save money -** [https://toro7thmarch.eventbrite.co.uk](https://toro7thmarch.eventbrite.co.uk) \*You can use any debit or credit card to purchase your ticket at PayPal checkout. It will ask you for your email address but that is only to send you a receipt. You do not need a PayPal account. EVENT COST: Early Bird - CAD$ 10 per person Regular Ticket - CAD$ 15 per person Cash at meetup - If you have not purchased your ticket in advance then you can pay CAD$ 20 cash when you meet Faye at the venue. **Our venue for the evening** \- High Park Brewery is spacious\, has comfortable seating and not very noisy\. We have a reserved area where our members can meet each other in a supportive environment\. **Here’s how your evening will flow:** **7:00 PM – Welcome** Arrive at 7:00 PM and be welcomed by your host, Faye, who will guide the evening and help with introductions. Feeling shy? Come a little early and she’ll ease you into small-group conversations. You’re also welcome to bring a lady friend along for free. **7:30 – 8:30 PM \| Fast Friending** Chat with a new attendee every 3 minutes, ensuring you meet a variety of like-minded ladies and gentlemen. **After 8:30 PM \| Open Mingling** Reconnect with those you enjoyed speaking to and continue meaningful conversations at your own pace \- We are not a close knit tight group\. Our evenings are warm and comfortable for members attending for the first time and those coming alone\. You will not feel alone\! \- We have many groups in this city\. Members of our other groups who RSVP are included as guests of the organisers in order to give you an indication of expected people\. \- This evening is for ladies and gents in the 25 to 45 age group\. While some will be at the younger end of this range there will also be others at the other end of the range and lots in\-between\! You will naturally gel with others of your own age range and so you will always find many attendees who fit your range\. \- We are not a 'dating' group\. We are focused on helping ladies and gents meet other like minded ladies and gents\. You will generally find a good gender balance \(maybe not perfect\) at all our events\. **Why do we have tickets?** 1. Cover our costs - Our host is compensated for their time and work. We also pay meetup and have dedicated staff to manage our events, hosts, venues and communication. 2. Group Safety - By securing your ticket we have a record and you contribute to a well organized evening where everyone is more committed and better behaved. 3. Management - Tickets help us better manage attendee group size, book suitable space and activity. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- ABOUT [fastfriends.co.uk ](https://fastfriends.co.uk/)- We have connected members successfully for the past 10 years in over 30 cities (operating as Expatsclub, MeetConnectDevelop and fastfriends.co.uk). \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- You can contact our founder Dan on +447715705005 with any questions or ideas. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Here are some videos which will give you some guidance and comfort to make your attendance more productive.** Secrets for socialising at our meetups - [https://bit.ly/44ZdVwx](https://bit.ly/44ZdVwx) Making new friends -[ https://bit.ly/455TsWY](https://bit.ly/455TsWY) How to make people like you instantly - [https://bit.ly/3Vj5PeT](https://bit.ly/3Vj5PeT) Members review - [https://bit.ly/3yHfu6d](https://bit.ly/3yHfu6d)

**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.***

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.

Singles Dance Party + 40 Crowd Saturday March 7th $20.00 cover 7.30pm -12.30 The Old Mill 21 Old Mill Rd. Join us for a fun-filled evening of dancing, mingling, and making new connections! Whether you're new in town or a seasoned single professional, this event is perfect for you. Let loose and show off your dance moves as we groove to the latest beats, from Bachata to classic hits. This social networking opportunity is ideal for singles over 50 Get ready to relive the magic of past events like the "Saturday Night Singles Dance Party @ The Old Mill" and "An evening of Dancing & Romancing . Don't miss out on this chance to mix and mingle with other singles in a lively and welcoming atmosphere. Grab your dancing shoes and get ready for a night to remember at our Singles Night Out! 416 236 8222.

\*\*\*(한국어는 아래에 있습니다) \*\*\* **Hello and welcome North York ENG X KR meetup (NYEK)!** **Event Description:** This is a meetup located in North York area of Toronto, dedicated for those who wish to learn/improve their proficiency with speaking, reading, listening and writing Korean with the help of native Korean speakers and the vice versa for native Korean speakers who wish to improve their English skills. **This event is focusing on 1-on-1 conversation to ensure that all members are taking part in conversations.** -The meetup will happen once a week with a session lasting 2 hours. 2X 40 Minute conversation (20 minutes of English and 20 minutes of Korean) Every time a new 40 minute conversation begins, conversation partner will be changed. **Participation Fee:** **-Because this is a new group, sessions will be free.** -If you cannot make the session, let me know or multiple no-shows without any notice will be kicked out of the group. **Requirements:** All Korean learners must at least be able to read bits of hengeul or be able to speak little bit of Korean. Unfortunately this is done so that 1-on-1 conversations can flow in both languages. * Please **RSVP** by **Friday 10pm** * Attendees who are not confirmed for this event and show up will be asked to leave. * No shows will be moved to the bottom of the waitlist for future events. If you are a repeat no show, you may be removed from the group. * If you are running late, please ensure you send a message to the organizer so we can keep a spot open for you. * This group is for language exchange. If you are joining us for other purposes, you may be asked to leave. **\*\*This is not a dating-related activity\*\*** * Disruptive behaviour, solicitation, or sales activities are strictly prohibited. Individuals who fail to adhere to the instructions of the organizer or staff may be subject to removal from the group. **HOW DO I KNOW IF I CAN JOIN THE EVENT?** If you see yourself as "waitlisted", it means you cannot participate in the event (for the time being..) If you see yourself as "Going", it means that you have been selected to attend! ***캐나다에 온지 좀 됐는데, 아직도 본인의 영어실력이 부족하다 생각하시나요? 매번 한인들과 놀다보니 영어로 대화하는게 아직도 어색하신가요? 한국친구들말고 좀더 같이 놀 외국인 현지인친구들을 찾고 계신가요?*** \*\*\*그럼 이 밋업을 추천드립니다! \*\*\* **안녕하세요! 노스욕 영어X한국어 밋업에 오신걸 환영합니다 (NYEK)!** **이벤트 설명** 이 밋업은 토론토에 위치한 노스욕 지역에서 주최하는 이벤트로, 한국어를 배우거나 더 유창하게 하고싶어하는 외국분들과 영어를 배우거나 더 자연스럽게 쓰고 싶어하는 한국분들을 위해 만들어진 밋업입니다. **이 이벤트는 1-대-1 회화를 주목표로 삼고있습니다. (그래야 다들 대화에 참여할 기회가 있다보니..)** 이 밋업은 일주일에 한번씩 주최되므로, 매 세션마다 2시간 지속됩니다. 2개의 40분 대화 세션이 진행되므로 20분 한국어, 20분 영어로 됩니다. 매 40분 세션 시작마다 대화 상대를 교체합니다. **참가비:** -**새로운 그룹이다 보니 이벤트 참여는 무료입니다.** -만약 이벤트 참가가 불가능하신다면, 저에게 미리 알려주세요! 연락없이 미참가인원은 여러번의 기회이후 그룹에 강제퇴장됩니다. * 금요일 오후 10시까지 참가여부를 신청해주시고, 이벤트에 참가할수있다는걸 확인이됐을때 이벤트 참여가 가능하십니다. * 이벤트 리스트에 GOING 이 아닌데 이벤트 장소에 오신분들은 이벤트 참여가 불가능하시며, 퇴장을 권유 당하실수있습니다. Attendees who are not confirmed for this event and show up will be asked to leave. * 참여 리스트에 계신데 이벤트에 참여하지 않으시면 추후 이벤트에 우선순위에서 최하위로 내려가시고, 연속으로 나온다했는데 안오시면 그룹에서 강퇴되실겁니다. * 만약 늦게 도착하실 예정이면 연락해주세요! * 이 그룹은 언어교환과 친목이 목적인 그룹입니다. 이 외 이유로 참여하시면 퇴장을 권유 당하실수있습니다. 이 그룹은 소개팅 또는 데이트 목적의 이벤트가 아닙니다.

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.

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

**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.

**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)