Predictive Analytics

Give(a)Go is hosting a beginner-friendly agent builder day in Dublin on **May 2nd**, as part of a global week of building around AI agents. **NOTE: To confirm your spot register on [www.giveago.co/register/zero-to-agent](https://giveago.co/register/zero-to-agent)** Agents are the new apps. They don't just respond, they reason, plan, and act. They browse the web, call APIs, write code, send messages, and loop until the job is done. And right now, the tooling to build them has caught up with the ambition. This is a beginner-friendly event. ​This is a day to go from zero to a working agent. Something that actually does something. Not a demo, not a prototype sitting in a notebook -- a deployed, live, usable thing with a URL you can share. ## ​Build tracks ​You can choose one of the tracks below, or mix tools if your idea needs it. ## ​Track 1: Vibe coding agents with Vercel ​Use Vercel’s tools to go quickly from idea to deployed agent. ​This track is for people who want to build fast, prototype with natural language, create interfaces, connect tools, and ship something live by the end of the day. ​**v0 + MCPs** Go from prompt to interface, then connect your app to real tools and data. ​**Workflow Development Kit** Build durable agent workflows that can run async tasks, recover from failures, and continue across deploys. ​**ChatSDK Agents** Create agents that live inside chat-based workflows like Slack, Discord, GitHub, or your own product. **NOTE: To confirm your spot register on [www.giveago.co/register/zero-to-agent](https://giveago.co/register/zero-to-agent)** # ​Track 2: Production-ready agents with Lua ​Use Lua to build agents that connect to real tools, APIs, and business workflows. ​This track is for builders who want to write actual agent logic in TypeScript, define custom tools, connect external services, test locally, and deploy without managing infrastructure. ​Lua is especially useful for agents that need to work across real channels like web, mobile, Slack, email, WhatsApp, Instagram, or Facebook Messenger, while handling hosting, scaling, orchestration, context, retries, and monitoring behind the scenes. ​Good for builders who want to create agents that feel closer to real products: customer support agents, lead qualification agents, internal operations agents, e-commerce assistants, research agents, workflow automations, and API-connected assistants. **What to Expect on the Day** * ​A full day of focused building with other motivated builders * ​Short kickoff to set direction and expectations * ​Focused on hands-on learning, learning by doing * ​Build solo or collaborate with someone new * ​End-of-day demos where people shares what they shipped *** ## ​Schedule ​🕙 **11:00 AM** — Doors open 💡 **11:15 AM** — Welcome + kickoff 🎨 **12:00 PM** — Inspiration & scoping 🍕 **1:00 PM** — Lunch 🖥️ **4 :30 PM** — Live demos & shipped agents showcase **NOTE: To confirm your spot register on [www.giveago.co/register/zero-to-agent](https://giveago.co/register/zero-to-agent)** ## ​Global prizes ​Builders who submit through the global build week will also be eligible for the global competition, with **$6,000+ in prizes**. ​Top submissions can win up to **$3,000 in credits plus Vercel Pro**. There will also be a **Community Favourite** award voted on by builders globally on May 3 and 4. # ​**Sponsors** ## ​[V0](https://v0.app/?utm_source=luma) by Vercel ​v0 is the leading AI-powered interface builder for modern web teams — empowering marketers, product folks, designers, developers, and AI-curious builders come together to ship real apps using v0. ## ​[Lua AI](https://heylua.ai/?utm_source=luma) \- The Agent OS ​Build, deploy, and scale enterprise-grade AI agents. Ship your first agent without touching infrastructure. ## ​[Baseline](https://baseline.community/?utm_source=luma) *(Venue Partner)* ​Baseline is an independent community and workspace for early-stage founders who are building breakout and break-through tech companies in Ireland. ## ​Community Partner ​[​](https://www.wolfpack-digital.com/?utm_source=luma)**[Wolfpack Digital](https://www.wolfpack-digital.com/?utm_source=luma):** Award-winning web and mobile product studio with teams in Dublin and Cluj-Napoca, working with clients from early-stage startups to global brands. *** **NOTE: To confirm your spot register on [www.giveago.co/register/zero-to-agent](https://giveago.co/register/zero-to-agent)** ## ​**​Community** ​​​​\*\*[Give(a)Go](https://giveago.co/?utm_source=luma)\*\* is a Dublin-based builder community running hands-on technical events for ambitious people who make things. 30+ events. 1,500+ attendees. One rule: learning by building. ​​​Follow us on: [LinkedIn](https://linkedin.com/company/giveago?utm_source=luma) \| [Instagram](https://instagram.com/giveago?utm_source=luma) \| [Website](https://giveago.co/?utm_source=luma) \| [GitHub](https://github.com/giveago?utm_source=luma) ​​*We’ll be taking photos and short video clips throughout the day for recap posts and marketing. By registering, you consent to being included. If you prefer not to appear in any photos or videos, just let one of the hosts know when you arrive* **NOTE: To apply to join register on [www.giveago.co/register/filmmaking](https://giveago.co/register/filmmaking)**

Make New Friends💏! This Event is a large Monthly Social Salsa Dance Party 🎉🎊🎇 with over 200 Salsa Dancers attending 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.

You are all very welcome to join our new in-person meditation meeting, every Saturday at Navan library from 10:00 to 11:30 (Ukrainian) and from 12:00 to 13:30 (in English). At the weekly meditation meetings, you will learn how to achieve a state of true meditation. We will also show you how to meditate at home and how to keep your subtle system in balance. You will be introduced to the practice of Sahaja Yoga and its benefits, followed by a guided meditation and a short video talk by Shri Mataji (the founder of Sahaja Yoga). In a relaxed atmosphere, you are welcome to clarify any questions and talk about your experience. ​ Classes are all FREE OF CHARGE. No prior appointment is necessary and no prior experience or knowledge of meditation is required for these classes. The techniques you learn are not based on physical exercises and can be done sitting on a chair or the floor. Wearing something comfortable will help you relax.

📚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! 😊

### 🌸 What is Heartfulness Meditation? Heartfulness Meditation is a simple and natural way to relax the mind, reduce stress, and connect with your inner self by bringing awareness to the heart ❤️. No prior experience is needed—just sit comfortably, close your eyes, and tune in to the calm within. *** ### 🌟 Why join us? 🧘‍♀️ Let go of stress & tension 🎯 Improve focus & inner balance 🌿 Experience peace and clarity 💛 Connect with like-minded people ☕ Enjoy tea, coffee, and light snacks after the session 📍 **Venue:** Wisdom Centre 🕊 Sophia Housing Street, 25 Cork Street, Dublin 8 **Eircode:** D08 YD91 📅 **When:** Sundays, ⏰ 9:45 AM – 11:30 AM *** ### 🕰️ Schedule: 🔸 **9:45 AM** – Arrive & settle in silence 🔸 **10:00 AM** – Guided relaxation & Heartfulness meditation 🧘‍♂️ 🔸 **10:35 AM** – Reflection & sharing 💬 🔸 **10:50 AM** – Tea, coffee & light breakfast 🍵🥐 🔸 **11:30 AM** – Close *** ### 🌱 New to meditation? Everyone is welcome—whether you’re completely new or already practice meditation. 😊 Feel free to reach out to **Akarsh** at 📧 **ie.secretary@heartfulness.org** or drop us a message on Meetup if you’d like to let us know you’re coming. We’d love to have you join us! 💛

Are You Single and Solo? Make new friends 🤗 👫 while hiking ⛰️🏞for health and to refresh your mind in the 🦋 Wicklow 🌻🌼🌺 Country side. (Is this a Boot Camp 😀😍??)This is an easy social hike 🐿🐐🐏 in Glendalough but you still need some hiking fitness and be able to walk on rocky paths. We will hike the lakes loop which is about 12kms or more. https://youtu.be/Yxo0ym2Z6eg?feature=shared https://youtu.be/nZjzoVBBSCk?feature=shared https://youtu.be/mfJC34tOZms?feature=shared https://youtu.be/Lgs9QUtWc3M?feature=shared The meeting spot will be in Dublin City Center at 10.20 am Opposite The Shelbourne Hotel St.Stephen's Green park. At 10.30 am we go ahead to board our bus. We will take the 11.00am express Bus to Glendalough. Be early🙂. The hike starts at about 12.15pm from Glendalough MAIN visitor's center at the bus stop and bus pickup point back to Dublin at 17.30pm. Please be on early and on time for those who are meeting us in Glendalough. This hike is not always on a track🏔, so HIKING BOOTS with Vibram Sole and ankle support highly recommended as some tracks are also very rocky and muddy. No JEANS for this hike ,No Running shoes please. Dogs 🐕🦮🐕‍🦺 welcome, But need to check with bus company if not driving by car there. Bring waterproof warm winter clothing, food, snacks and water or drinks as we will stop for breaks. You Need some level of fitness and some hiking experience but this is not a hard hike. This is a sporting event, so every person attending this hike is responsible for their own health and saftey at all times.

Please PREPAY for this game either by Revolut https://revolut.me/davidandl or Paypal ([kenna.david@gmail.com](http://kenna.david@gmail.com/)) √ We have just 60 minutes to play so please come along a few minutes early to ensure we can start on time. √ The maximum number of players is 28. Please be sure you show up. Places are in high demand so unfortunately, failure to show will result in you being automatically removed from the group. √ As always, you participate in these games at your own risk and an agreement to indemnify the organisers from any injury, loss, claim, or infection.

Newly started IG: https://www.instagram.com/letsgetsocialdublin/ Every event is **5 euros** to the host, you can pay by using Revolut or Cash. This helps me maintains the group as this takes a lot of time and effort. Get ready to reach new heights and forge lasting connections doing Indoor Bouldering Adventure this Sunday **at 14:30!** 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! 🧗‍♀️🤝🧗‍♂️

**Hello Mishmashers 👋** 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**

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

The May Ohio North Database Training user group meeting will be held on **May 5th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/287759659366576?p=kCaammjECnUCvZzEJv)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### Data Cleansing using Data Bricks Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

**We'll have two meetings covering AI - this second one is for Positron** We will review which AI features are linked in for Positron, and how to use them. **Source documents:** the repository is public, at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron You can download documents, or clone/fork the repository. **Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures. **This will be a hybrid meeting - the Zoom session starts at 6:30 PM.** **Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation. **Zoom information:** https://us06web.zoom.us/j/6658850479?pwd=Snd1UmZTT3pjZktENlczUXh4SERwUT09&omn=89012971377 Passcode: 940392 **If you can't get in, please call me at: 734 223-3307** **The github repository is at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron**

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

You have heard about AI. You know it can benefit your business. \- Can it save you time? \- Respond to customers faster? \- Allow you to take extra profits? Each meetup will break down 1-2 real example scenarios of how AI implementation can relieve stress or even push you further towards your goals. Free. No hype. Just discussing how AI can be implemented in your small business. Rise Commercial District 1509 Blatt Blvd Gahanna, Ohio 43230 Conference Room: Once inside building, conference room is down the left hallway

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **Radio Signal Analysis Using SDRs and OpenWebRX+** with **Scott McCrory**. Details are are [core.radio](https://core.radio/).

**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: This month John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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