Statistical Modeling

⚠️ **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.

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

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)

\*\***The Toronto History Walks Yearly Pass is available. Get it now for $125.00 for 1 year of unlimited tours, email** **torontohistorywalks@gmail.com** **for more information or for signing up!\*\*** \*\* **Please note: Please e-transfer the ticket amount when booking your space for this tour! You can e-transfer to the following email at:** **torontohistorywalks@gmail.com** On a warm June day in 1985, Air India flight 182 left Toronto Pearson headed east for Montreal, London, and onward to India, with 329 passengers and crew. The flight never reached London. It was destroyed by a suitcase bomb over the north Atlantic Ocean off the shores of Ireland, resulting in one of the most complicated and politically sensitive investigation in recent Canadian history. Since a vast majority of the passengers were Canadians, this was the worst terrorist attack against Canadians in our history. The outcome divided families and shone a spotlight on wrong doing at all levels here and abroad. A fascinating story, but a tragic one for the victims. This tour looks at the story in detail and the fallout. This tour also examines the history of the Humber Bay Shores, and the historic Mimico Creek, or "where the passenger pigeons take flight." The area is a walkers paradise as it follows the shoreline for great picture taking moments as well. If you have not explored Mimico and the Humber shores, or new to Toronto, this walk is for you. The price of this tour is $15.00 per person! This extensive walking tour begins at the Humber Streetcar Loop on Lakeshore Blvd and the Queensway! We end the tour at Mimico Avenue in Mimico Village on Lakeshore Blvd West. \*\* **Please note: Please e-transfer the ticket amount when booking your space for this tour! You can e-transfer to the following email at:** **torontohistorywalks@gmail.com**

**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.

Hey Toronto! This is your weekly escape into global cultures. [[[Click this WhatsApp Groupchat Link to join](https://chat.whatsapp.com/GyoGCkYt392Bi8c9nOP2d4) ] Every Saturday at 7:30 PM, people in their 20s and 30s gather for a mix of language practice, travel stories, and community. Whether you’re new in town or born here, this is where world citizens connect. No judgment, no pressure — just pure, human interaction.

Feline fancier? If yes , this is the trip for you. We'll be visiting the Niagara Falls area and their [lovely cat cafe. ](https://niagarafallscatcafe.ca/) Limited spots available for this so sign up soon. **REMINDER - clocks go forward at 2AM today so please ensure you're ready for that when planning your trip** We will be having lunch at the cat cafe. [ Full menu here](https://niagarafallscatcafe.ca/menu) **You are responsible for your own food/drink bill.** The $10 only covers 1hr at the cat cafe. **You must send your cat cafe $10 fee to nicolasbello@yahoo.com when you sign up for this event.** Our single-story venue was designed with accessibility in mind. There are NO steps/stairs at our Cafe and one of our two washrooms is accessibly sized! **Please read everything before signing up!** [WhatsApp for this event](https://chat.whatsapp.com/FDfbPqh5Xc3Kh39eFcQWsB) First and foremost, **there is lots and lots of walking on this trip.** We'll walk from train station to the cat cafe, attractions, lunch, etc. Please wear comfortable walking shoes. We'll also , of course, have to walk back to train at end of our day. **Only sign up if you're comfortable with a lot of walking.** **Cost for the GO Train Per Person:** $10 round-trip with their [weekend day pass deal](https://www.gotransit.com/en/partners-and-promotions/weekend-passes-with-go) . **Do not buy your pass until March 1**! Passes are valid for one week from purchase date. You can also pay with your Presto but it will cost more than $10 for the trip. Get the day pass instead. **The Day Of**: **Meetup Spot:** North side of Front St W. In front of Fairmont Royal York. Look for Nick who'll be holding Meetup signs **Meetup time:** 8:15AM and the **train WILL LEAVE AT 9:04AM**. SHARP! As per GO policy now the doors will close one minute earlier @ 9:03AM **If you are late you miss the train, and you miss the MEETUP.** **Arrival Time:** 11:25AM From there we have a short walk to the cats. From Noon-1PM we will have our cat cafe booking. All cats available for adoption as well. **By joining this event you're agreeing to come with us for the cat cafe + [lunch experience](https://niagarafallscatcafe.ca/menu) . You must send your cat cafe $10 fee to nicolasbello@yahoo.com when you sign up for this event.** Those that would like to join me after , can walk with me along the falls and enjoy the sights. Take photos and just chat with other members. There is a lot of other things to do at the falls. **Train Leaves:** **4pm SHARP** \- The train will leave right on time and\, as per GO policy now\, the doors will close one minute earlier at 3:59PM\. If you want to stay later or overnight you can make your own arrangements. If you wish to return to Toronto later there are trains at 7:58PM and 10PM [PDF train schedule here ](https://assets.metrolinx.com/image/upload/v1765347924/Documents/GO/full-schedules/FS20122025/TABLE01.pdf) Don't Forget to join our email list (Meetup does not send out emails to everyone in a group) to get our weekly news later about upcoming events: [http://eepurl.com/hKt76f](http://eepurl.com/hKt76f) Nick is the organizer for this meetup. If you need to contact him, please post a message on the wall, or email him nicolasbello@yahoo.com **THIS GROUP IS OPEN TO THOSE THAT WANT TO BE SOCIAL, MAKE FRIENDS, THAT ARE SINGLE OR NOT SINGLE. WE ALSO HAVE LOTS OF OTHER EVENTS LIKE, MOVIES, WALKS, HIKES, ARTS & CULTURE AND RESTAURANTS. WE LOVE TO SUPPORT MEMEBERS TO SOCIALIZE AND TO FORM LONG LASTING FRIENDSHIPS.** **Rules:** [Click Here!](https://www.meetup.com/toronto-movies-and-social-group/events/293241263/) **Getting The Best Out Of MeetUp:** [Click Here!](https://www.meetup.com/toronto-movies-and-social-group/events/293241269/) Don't Forget to join our email list (Meetup does not send out emails to everyone in a group) to get our weekly news later about upcoming events: [http://eepurl.com/hKt76f](http://eepurl.com/hKt76f) Facebook group @ [http://www.facebook.com/groups/502945113062739/](http://www.facebook.com/groups/502945113062739/)

Hello everyone, Please join us for a Magnificent March Saturday Night Karaoke Party where we will meet at our groups cozy location, **The Celtic Irish Pub**. This friendly pub is conveniently located at Yonge & Davisville- very close to the Davisville subway. Free Parking on Duplex (just a block west of Yonge) \-\-\-\-\- **Where and When to Meet us?** **Location: Celtic Irish Pub** (Just mention Steve from Meetup when you arrive- to find our reserved section) **Date:** Saturday March 7th, 2026 **Address:** 1954 Yonge St Toronto, ON M4S 3E5 **Arrive between:** 8:30 pm and 10:00 pm (if you can) (Dinner Menu Provided) **Free Parking** on Duplex just west of Yonge **Taking Subway:** 1 minute walk north of Yonge-Davisville Subway \-\-\-\-\- Event Details below: Steve Flemming (Organizer) meetup.com/soulcity/ \-\-\-\-\-\-\-\-\-\-\-\- Event Details: **The Magnificent March Karaoke Mix and Mingle Party! (Saturday March 7th)** -We will meet inside (reserved seating) and look forward to a great night to mix, mingle, share some laughs and then Karaoke after the mixer \*Plan to come for dinner too if you like (a fabulous dinner menu) \*Invite your friends too; or come on your own (either way, we're going to have a blast and make lots of new friends!) \*Choose to sing or merely enjoy a super enthused energy all night long! \*One beverage or appetizer minimum to support the venue-plan to come for dinner too if you like :) \*Joined by my other groups too; so we can anticipate a fantastic turn out :) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **EVENT FEE and Arrival Times:** \*Please arrive between 8:30 pm and 10:00 pm (if you can) **Event Fee: (Cash only at the door)** 10 dollars cash or in advance by e transfer too: [steveflemming11@gmail.com](http://steveflemming11@gmail.com/) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- \*Free Parking on Duplex (block west of Yonge) Residential area, with paid street parking and parking lot on Yonge street

Cost: $16 per person (includes feather birdies). Plastic birdies are available upon request. Payment: Cash is preferred and should be made before playing. E-Transfer (EMT) or debit card payments are accepted (plus applicable taxes). Time: Sundays, 9:00 AM – 12:00 PM Location: 1370 Birchmount Rd, Unit #6 (Closest intersection: Birchmount Rd & Lawrence Ave) Requirements: Racquets: Bring your own racquet. Rentals are available at the club if needed. Shoes: Please bring indoor gym shoes and change into them at the club before entering the courts. Winter Reminder: Ensure you change into court shoes before stepping onto the courts during the winter months. Rules and Guidelines: No outside food is allowed. This meetup is open to players of all skill levels (beginner to advanced). The primary purpose is to play friendly doubles games. This event is not intended for singles matches or formal training sessions. Attendance is capped based on court availability. Waitlisted participants may be moved to the confirmed list as space allows, with priority given to regular attendees and those with reliable RSVP history. No Drop-ins: Only individuals on the confirmed “Going” list are allowed to attend. Unregistered participants will be asked to leave. Cancellation Policy: Please cancel at least 48 hours in advance if you cannot attend. Failure to do so will result in being marked as a no-show. Repeated no-shows may lead to removal from future “Going” lists.

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)