Data Science using Python

On International Women’s Day, we acknowledge the role of exemplary women who have given a powerful contribution in Science within the framework of a Philosophical approach to life in its many facets. The work and legacy of these inspiring women is just another beautiful reminder that science and philosophy are not just fields of study, but ways of life that drive human potential. *There will be a break with tea, coffee and cakes.*

***Salsa & Bachata Monthly Party - Noche Salsera Dance Academy*** We are back with our Salsa & Bachata Monthly Party in the Best Dublin City Centre location: *Teachers Club*. We will be playing the Best Salsa & Bachata tunes, from Classic to Modern, for a Unique & Incredible Atmosphere on the Dancefloor. Join us before the Party for 2h workshops – SalsaOn2/Mambo & Bachata, focused on improving your technique, body movement & *Sabor*. ***Date -> Saturday, 7th of March*** ***Address -> Noche Salsera Dance School, 36 Parnell Square W, Rotunda, D01T6V6*** ***Bachata:* 7.30pm – 8.30pm** ***SalsaOn2:* 8.30pm – 9.30pm** ***Party:* 9.30pm – 12.30am** *2 Workshops (Bachata & SalsaOn2)* – *€*20 *1 Workshop (SalsaOn2)* – *€*15 *(Party FREE with Any Workshop)* *Party Only* – *€*10 ***Cash Only!*** [WebSite Party Page](https://www.nochesalsera.com/salsa-and-bachata-monthly-party-in-dublin/) *Noche Salsera – El Paraiso De La Salsa*

📚Reading books and discussing them are two distinct experiences! Conversations about books and sharing insights help us better appreciate literature and enrich our lives. Let's grab a drink (alcoholic or non-alcoholic) and discuss books we're currently reading or have recently enjoyed—whether poetry, fiction, or non-fiction. Bring your physical book or e-reader. There's no formal structure or agenda—just books and good conversation.💬 It's a perfect place to get book recommendations and rediscover your reading momentum if you've hit a slump. We welcome readers of all backgrounds and interests! ⚠️**Something Happened?** If something unpleasant happened to you, it may happen to others. Even if it seems minor, don't hesitate to reach out to me. 🔍 **How to find us?** * When I reach the venue, I'll leave a comment in the meetup where the group is seated. Normally, the booking is in my name, so you can ask the staff for the group. * If you're unable to find us, leave a comment in the meetup page. I'll be able to guide you. We highly encourage you to move between tables and strike up conversations with fellow book lovers. These discussions about literature and reading recommendations are often the highlight of the event! As an organizer, I'm always looking for feedback about the event and suggestions for new events, so feel free to suggest ideas to me. 💡 I look forward to seeing you all! 😊

Make New Friends💏! This Event is a large Monthly Social Salsa Dance Party 🎉🎊🎇 for Salsa Dancers and for those New Solo people who want to learn Salsa dancing. This Salsa Dance Party will be held in a large hall. There is Bar facilities, cheaper drinks and toilets are avaliable. Time of Dance Party from about 9.30pm/10pm. till after 1 am. Dress: Neat Dress. (Salsa Dance class lesson from 8.45pm to 9.30pm.) There may also be free Pizza at the end of the party like in previous parties. There are Salsa Social Dance Classes on Thursday evenings for those who like to learn or improve Salsa dancing. The entrance fee for the Salsa Party is 10 euros at the Door, which includes the Salsa class lesson. This is very good value. Place of large Hall is in Dublin 8. There is a large Free Car Parking at the back also. Dublin Bus 2 mins walk. There will be many other solo people attending from all around Ireland beside this meetup who already know this venue. In the past Social Salsa Dance Parties, over 270 people attended. https://youtu.be/DWir_XczIE8?is=YWe0j-H3tECeWaQx https://youtu.be/iyLdoQGBchQ?feature=shared So if you are Solo, like Social Dancing, meeting new people and or like a free lesson to start learning Salsa dancing, RSVP and I will send you the Dance Party Address Details on the day of the event. Many people come solo, so do not worry, come solo or bring your friends with you and enjoy the great Latino music and social Salsa dancing.

​**We flipped hiring.** **Startups pitch to recruit you.** ​Forget CVs and long applications. Show what you can build in a day Land interviews on the spot! + cash prizes (not just credits)! **For all details and registration go to [www.giveago.co/rsvp/hiring-hackathon](www.giveago.co/rsvp/hiring-hackathon)** *** ​On **7th March**, the founders and senior engineers from **[Otel](https://otelai.com/), [Kota](https://www.kota.io/) and [Lette](lette.ai)** are spending the full day with builders like you. ​These aren’t recruiters with clipboards. These are the people who decide who gets hired, what gets built next, and how the company moves. * ​**THOUSANDS of euros in cash prizes $$$** * ​A fast track straight to the founders and decision makers\*\*.\*\* No application. No recruiter screen. No three-month loop. * ​Building with some of the best in the city ​This is what hiring should look like. **Register to join on [www.giveago.co/rsvp/hiring-hackathon](www.giveago.co/rsvp/hiring-hackathon)** ​**What the day looks like** ​ 11:00 AM — Doors open at Baseline 11:30 AM — Company briefs presented, tracks open 12:00 AM — Build window begins 1:00 PM — Lunch ️ 5:00 PM — Demos and prize announcements 5:30 PM — Conversations, and follow-ups ## ​Our Sponsors **- [Otel AI](otelai.com): Building the AI-native operating system for hotels. A digital GM that monitors every system, catches revenue leaks, and kills the reporting that eats 60% of a hotel manager’s day.** ​- **[Kota](kota.io): Rebuilding employee benefits from scratch. Health insurance, pensions, and flex benefits in one AI-powered platform, synced to your HRIS and live in minutes. Operating across 30+ countries. ​** **[Lette.ai](lette.ai): Building the agentic AI back office for property management. Already used by three of Ireland's largest landlords and managing 5,000+ properties across the UK and Ireland.** Are you a company looking to hire top-tier builders? ​**Contact us at hello@giveago.co or [book a call](https://cal.com/give-a-go/15min)** **Register to join on [www.giveago.co/rsvp/hiring-hackathon](www.giveago.co/rsvp/hiring-hackathon)**

**Speed Dating Event** **Ages 30 - 44** **Saturday 7th March 2026** **7.00pm - 9.30pm** **The Circular Bar, South Circular Road, Dublin 8** **€29.99 Ticket Entry** ‼️ [Sign Up Here](https://tablefor2dublin.com/tickets-7-march)‼️ **Real People. Real Conversations.** **"Table for 2"** will allow you to meet people in person and make new connections. · **2 hours of fun** - **meet up to 20 singles in one night.** · Located at **The Circular Bar, South Circular Road, Dublin 8** · **Tables of 2, with 5 minutes per Conversation**. · **Private Area Reserved** · **Mood music & Soft lighting** · **Balanced number of men & women,** within 20% (excluding no-shows on the night), or your money back · **Drinks Promotions** · **Raffle for Voucher for Venue** · Half-time break and end of event opportunity to mingle · Next-day matches · Conversation prompts (available if required) · Waitlist system to ensure symmetry. **Limited Spaces Available** To ensure attendance please purchase tickets at the link below. To keep balanced the numbers of men & women, walk-ins will not be accepted on the day. €29.99 - Ticket Entry ‼️ [Sign Up Here](https://tablefor2dublin.com/tickets-7-march)‼️ Website: [https://tablefor2dublin.com](https://tablefor2dublin.com/)

Tired of casual chit chat with no connection among strangers? Looking for a new activity to pick up on weekends? Ready to get your body moving, sweating, and discover a new side of yourself you did not know you had? You are in luck, we have just what the doctor ordered! Experience the wonderful environment that can only be had with the sound of Afro-Latin music. Learn to feel the rhythm and body movement of traditional Cuban Salsa, show off your moves with Sensual bachata, or simply come to have good craic and meet new folks! Class schedule as follows: ● **3 - 4pm**: Salsa class ● **4 - 5pm:** Bachata class ● **5 - 6pm:** Social Dance ● **VENUE**: Turk's Head 27 Parliament St Dublin 2 ***Note***: *Meetup attendance list is not reflective of actual number of people that show up! Come with or without a partner and get ready to dance!* Check our website for specifics on upcoming events: [https://www.dublinsalsabachata.com](https://www.dublinsalsabachata.com/)

**Hi Everyone Rumberos/as !!!** **💥Quedadas Salseras💃🕺** **‼️Dublin City Center‼️** **📍🪩Lost Lane 🪩** 1-2 Adam Court, Grafton Street D2 [https://g.co/kgs/j7VBCsU](https://g.co/kgs/j7VBCsU "https://g.co/kgs/j7VBCsU") 🗓 **Sunday 08 March** **🗓Event Lineup:** **🕖 17:00 Salsa Class \| 2 Levels** **Beginners & Intermediate** **🕖 18:00 Bachata Class \| 2 Levels** **Beginners & Intermediate** **🪩Social Dance 🪩** **🕖 19:00 - 00:00** **Salsa & Bachata** **️ 🤫After social - Disco Dj** **⏰12:00 am to 01:30 am** **TappedDublin - Lost Lane** 🫵🏻 Don’t miss out? **Pass Options:💰** **✅2 Classes + Party + Drink : €20** **✅2 Class + Party : €15** **✅Only Party + Drink : €15** **✅Extra Token Drink : €5 🚪** **💳You can pay by card, cash, revolut,🚪or eventbrite** 🎟️[https://goo.su/fjXus](https://goo.su/fjXus "https://goo.su/fjXus") More info 👉🏼 [https://www.instagram.com/quedadassalseras/](https://www.instagram.com/quedadassalseras/ "https://www.instagram.com/quedadassalseras/")

We at Freesalsa Ireland believe in growing the community, something our friend DJ Leo also believes in. Therefore, we are delighted to promote his weekly practice here on our Meetup for those of you looking to spend their Sunday in the best way. There will be a 60-minute lesson before social with the award-winning DJ Leo until 17.00. Prices stand at a very affordable: €5: Only Social or Only Class €5: for beginners class and social €7: for intermediate/improvers class and social. *Please note, class capacity is limited, so arrive early to be sure of a spot; first come, first serve. This is why we dance. To spend time with folks and have new experiences. You won't find a better group to do that with than this. See you all then.

Let's get together and play jazz standards! Get your chord changes from iRealPro, and the heads from the Real Book. All and any instruments and singers are welcome. This is an event organized by the community. If you plan to perform, please show up 30 minutes before the event, and say hello to the other musicians. How to participate in a jazz jam: http://bit.ly/dubjazz Frequently played tunes: http://bit.ly/dubjazztunes SINGERS: Make sure to know your key. KEYBOARD PLAYERS There’s a keyboard provided by participants on most sessions. DRUMMERS: There’s a drum kit provided by participants. Consider bringing your cymbals. GUITAR PLAYERS: Bring your instrument and a lead cord. BASS PLAYERS: Bring your instrument. QUIET INSTRUMENTS (violin, cello, nylon string guitar, etc): Bring a pickup, a lead cord, and a small monitor amp

🌸 Bye Bye Winter Meetup 🌸 **Free\! \| 18\+ \| Saturday 7th March \| 19\.30 – 23\.30** Right. That’s it. We’ve had enough of winter. If you’ve survived the dark evenings, sideways rain, and the emotional rollercoaster that is “Is that sun? No, just a reflection,” then congratulations — you’ve earned a proper spring celebration. 🌤️ Join us for **Bye Bye Winter Meetup**, an evening of genuine connections, great chats, a bit of dancing (even if it’s the enthusiastic-but-questionable kind), and excellent company. No awkward networking. No forced icebreakers. Just good vibes and better humans. Note This event is free but donations are welcome at: **[https://revolut.me/michelf9a](https://revolut.me/michelf9a)** **🎧 Resident DJ** POP • HIP HOP • R&B • SUMMER VIBES Expect tunes that make you say, “Ah go on so,” and then suddenly you’re on the dance floor. 💃🕺 **🌼 What to Expect** * Friendly, welcoming crowd * Laughter louder than the DJ at times * Conversations that start with “Where are you from?” and end with “We’re getting cocktails.” 🍸 * A proper spring atmosphere Whether you come solo or with friends, you’ll leave knowing more people than when you arrived. (And possibly with a new favourite song stuck in your head.) **📍 Location** **NYX Hotel Dublin Portobello** Portobello Harbour, D08 E1V7 Dublin Lovely spot. Great vibes. No hiking boots required. 🤝 Organized by **FRIENDS FOREVER** ([meetup.com/friends_forever](http://meetup.com/friends_forever)) **INTERNATIONAL MISHMASH** ([meetup.com/dublin-international-mishmash](http://meetup.com/dublin-international-mishmash)) Two communities. One dance floor. Zero winter blues. *Important Bits* ✔️ 18+ event ✔️ Free entry ✔️ Good humour mandatory ✔️ Book in Meetup required ✔️ Complaining about the weather still allowed (we are in Ireland after all) So dust off the winter cobwebs, bring your best chat, and let’s officially send winter packing. Spring is calling. And we’re answering. 🌷✨

While Organizer does this for free, entry to the gym is needed. Day pass and shoe rental. Get ready to reach new heights and forge lasting connections doing Indoor Bouldering Adventure this Sunday at 12:00! Whether you're a seasoned climber or brand new to the sport, this event is the perfect opportunity to challenge yourself, have fun, and meet fellow enthusiasts in a supportive and social setting. Located at the Bloc Climbing Gym in Ballymount, indoor bouldering social event is suitable for climbers of all levels. No climbing experience? No problem! Our friendly group will provide guidance, tips, and encouragement every step of the way. Whether you're learning or honing your skills, you'll find plenty of support and encouragement from your fellow climbers. After our exhilarating climb, we'll gather for some well-deserved refreshments and socializing, where you can swap climbing stories, share tips, and make new friends with fellow adventure-seekers. So lace up your climbing shoes, chalk up your hands, and get ready for an afternoon of adrenaline-pumping fun and friendship at our Indoor Bouldering Adventure this Sunday! Let's climb, connect, and conquer together. See you there! 🧗‍♀️🤝🧗‍♂️ If you have any questions, please feel free to contact the event organizer.

**Hey hey! 👋** Excited to see you at our next meetup! Here's what you can look forward to: 💬 **Great chats with lovely people**! whether you're a local or from the other side of the world, you’re very welcome here! 🌍 **Not a native English speaker?** Awesome, you’ll get to practice with native speakers in a relaxed, no-pressure setting. 🇮🇪 **Are you a native English speaker?** Cool! Chat in English or find someone to practice another language with. Why not mix it up? ✨ We’re a **diverse, super-friendly, and inclusive bunch**, open to everyone, whether you’re shy, outgoing, or somewhere in between. 🎯 Our awesome organizers are always around to make sure things run smoothly and everyone feels included. 💡 One of the nicest things we hear again and again: even introverts feel at ease here. That’s something we’re really proud of. 🤝 **Instant connections!** You might walk in alone, but you'll probably leave with new friends. 📅 **This Saturday at 2:30pm!** We’ll be downstairs around the big oval table at a much-loved venue that's perfect for easy-going conversations and real connection. 🎉 **Theme: “International Mishmash”**: A chill space for people from all over (including Ireland!) to swap stories, share laughs, and practice languages if you fancy. (Shout-out to our lovely Irish regulars!) 🍻 **And after?** At 5pm, we’ll head over to the nearby **RIOT Pub** for tasty burgers and proper pints. Always a good time!!! *** **Want to support the group? 🙏** Running this thing costs over €200 a year (yep, all out of pocket for now 😅). If you’d like to chip in, we’d really appreciate it: * [PayPal](https://paypal.me/meetuppay) * [Revolut](https://revolut.me/michelf9a) (you can pay with your card, no need to be on Revolut!). Your help keeps the group going and opens the door for even more cool events (like day trips and gigs!). Cheers and see you soon! **– Michele & the Meetup Crew**

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.

**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)

**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)

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

**Improving Office in Franklinton** Physical location: Improving Office 330 Rush Alley Suite #150 Columbus, OH 43215 Schedule: 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages. 6:30 to 8:00 pm. Main meeting and presentation(s). Topic: Type Annotations with John Cassidy We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact Central OH Python at centralohpython@gmail.com

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.

**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)