Data Analytics

**Speaker:** Richard Morrisroe This talk covers visualisation techniques and approaches, with a focus on Irish property sales data. We'll cover: \- assumptions of visualisation \- assumptions of statistical graphics \- understanding data with visualisation \- how to communicate with stakeholders using visualisation\.

Join us for the very first meetup of the Datadog Dublin User Group, with networking and talks from experienced practitioners! **🏠 18:00 - Arrival: Networking, Drinks & Snacks (40 min.)** Meet and greet your peers, grab food and drink **📆 18:40 - Introduction** **🎙️ Speaker:** Anatoly Mikhaylov, Principal Engineer at Zendesk, Datadog Ambassador **Description:** User group kick off followed by very successful customer story. Anatoly will share real life examples how Datadog supports Zendesk. He will share how valuable Datadog is to support multi-billion enterprise for over a decade, how it evolved and what problems it helps to solve. From an observability tool it became incident detection and prevention tool, database reliability powerhouse and it helped to shape how we deploy changes to production with confidence. **📆 19:00 - Powering Platform Engineering through Datadog** **🎙️ Speaker:** Marcel Drechsler, Product Owner @ andsafe **Description:** In the rapidly changing landscape of Platform Engineering, Datadog has evolved from a monitoring tool into a comprehensive foundation for Internal Developer Platforms (IDPs). This session explores the journey of scaling observability and security into a unified platform strategy that reduces developer friction. We will dive into how Datadog’s expanding ecosystem provides the essential building blocks for modern self-service infrastructure. Attendees will learn how to leverage these integrated features to build a more resilient and transparent developer experience. Discover how to transform your Datadog instance into a strategic asset for your platform’s success. **📆 19:40 - Pay for What You Use, Use What You Pay For: Frugal Architecture with Datadog Cloud Costs** **🎙️ Speaker:** Apostolis Apostolidis, Lead Archirect @ Flipdish, Datadog Ambassador **Description:** We've all seen that Slack message. Someone senior forwards the monthly cloud bill with a single line: "Can someone take a look at this? Why has it spiked so much?" Nobody knows. Even worse, nobody owns it. And that's exactly the issue. At Flipdish, we fixed that by bringing cloud and SaaS cost data into Datadog: the same tool our engineers already use for logs, metrics and traces. Now spend wasn't a finance report. It was a dashboard any engineer could pull up, attribute to a service, and act on like any other signal. In this talk, I'll share what we found when we actually looked, how we embed cost awareness into architecture reviews and incident response, and why AI workloads are making this discipline urgent, where a single runaway prompt can spike your bill overnight in a way no latency alert would catch. If you can alert on a p99 spike, you can alert on a cost spike. Same signal. Different dimension. **📆 20:20 - To be announced** **🎙️ Speaker: To be announced** **Description: To be announced**

Make New Friends👫 Try New Hobby💃🕺Socialize Through Dancing👩‍❤️‍👨 If you are Solo Dancer or New Salsa Dancer, take this opportunity to do something different and make new friends! **New Beginner Course is Starting!** Come & Try our Salsa & Bachata Classes in Week 1 & Week 2 of the New Term at the cost of €10 per class! **Every Wednesday:** * **Bachata Class: 7.30PM – 8.30PM** * **Salsa Class: 8.30PM – 9.30PM** * **Social Dance: 9.30PM – 10.30PM** For more information check our website: www.nochesalsera.com

Welcome to a vibrant community created for men and women who are ready to connect, explore, and thrive together as friends! This group is all about bringing solo people together in a fun and welcoming space. Where new friendships are formed and fresh experiences await. Whether you’re on the RSVP list or waitlist… **Get your ticket here on Eventbrite link:** https://www.eventbrite.ie/e/solo-meets-social-make-new-friends-dinner-entertainment-tickets-1986760443970?aff=oddtdtcreator **Important information:** Strict ticket event. Tickets will be scanned at check in. **Do not show up without an Eventbrite ticket.** Please bring ID in case the doorman ask you for proof of age. Minimum age to attend is 23. RSVPs are not a true representation of the people attending. By joining this event, you accept our T&Cs, check them out on our website: Yinyangevents.ie Follow us on Insta: https://www.instagram.com/yinyangevents.ie/

Yoga Classes with Hannah Fitzpatrick on Wednesday evenings at Anam Ashram, Tallaght, 7pm-8:8.30pm. This is a moderate paced class where we will stretch and strengthen our bodies in various ways, but we will also keep a keen awareness on our breath and body-sensation throughout. We'll aim to increase our connection and our compassion to ourselves, while also giving our bodies the refreshing and rejuvenating workout it adores and requires! We will end with a guided deep relaxation. Contact Hannah for more details and for booking on 083-4863900

**✨ OpenClaw: Build an AI Assistant That Handles Tasks on Autopilot** Browser-based AI that actually gets things done. Not a chatbot — an agent that completes real tasks on its own. **⚠️ Seats are limited.** You must register through the link below to secure your spot. ### [🚀 REGISTER NOW 🚀](https://remoteready.io/product/OpenClawMasterclass?city=Dublin&groupurlname=local-ai-innovation-for-business-professionals&startgmtdatetime=2026-04-22T17:00:00Z) --- In this masterclass, you'll learn how to build, train, and deploy an AI agent using OpenClaw — a framework for creating browser-based assistants that tackle tasks autonomously. No heavy coding background needed. 🎯 **Especially useful for:** - 🌍 Anyone tired of manually doing tasks a bot could handle - Non-technical people who want hands-on AI skills 📚 **Inside the session** - Building autonomous AI agents that handle tasks independently - Deploying your AI assistant so it runs around the clock ⭐ *"My agent now handles tasks I used to spend hours on every week."* – Entrepreneur ✨ Stop doing tasks manually. Build the agent that handles them for you. 💻 ✨ Short-form version for faster scanning. Concise by design so people can decide quickly.

Hello! Free screening. Please book your ticket ASAP on Eventbrite. Meeting place: the cafe on the ground floor in the cinema. Meeting time: around 540pm. Take our seats time: 550pm. Film time: 6pm. Thanks! Alan ‘In the Opinion of the Censor’ documentary screening and Q&A Date: 22 apr • 18:00 https://www.eventbrite.ie/e/in-the-opinion-of-the-censor-documentary-screening-and-qa-tickets-1986904112687?aff=ebdsshother&utm_share_source=listing_android&sg=aa3360161324b058e17050be574c8f26674c63726438c66c4ea0c19ae9be9a0bb63b95052c68f3d8d7abf9b0a2881ef64320fd0d08c254115ccbc22e6f75f45cdf678fe758fe9333cda2c34b43

Hi All, We are excited to invite you to another informative session on Saturday morning. Come network with data enthusiasts, share ideas, projects, and advance your programming skills. We recommend bringing a fully charged laptop. Agenda: 10:00 – 10:10 DSE club introduction 10:10 – 10:50 Building Voice Agents with GPT Realtime Model by Yash Agrawal 11:00 – 11:45 Secure Agentic Data Engineering by Krzysztof Lechowski 11:45 – 12:30 Projects & Networking Description: Build real-time voice agents using GPT, covering audio streaming, low-latency interactions, client-side tool calling, and conversation handling to create fast, responsive AI systems. Yash Agrawal is a Machine Learning Scientist at Intercom, working on LLM systems including real-time voice agents, RAG pipelines, and agent-based architectures. He has published research in the field and previously worked at startups, with experience building production-ready AI applications. Let Roman Golovnya know if you're interested in hosting the next event or presenting at future meetups. You can contact him via meetup messages or email [roman.golovnya@gmail.com.](http://roman.golovnya@gmail.com./) We are looking forward to seeing you there!

My name is Aurelie and I'm graduating with an MSc in Artificial Intelligence from the University of Limerick. I run monthly **machine learning** and **deep learning** tutorials in Dublin with a small group of people. In this tutorial, we will fine‑tune a **Named Entity Recognition (NER)** model using a **Hugging Face** pretrained model and **PyTorch**, following the structure of a **Hugging Face** tutorial. We will use an **NER** dataset from **Hugging Face**, walk through data preprocessing—including **tokenization**—fine‑tune the model, evaluate its performance, and finally run inference on a new, unseen text sample that was not part of the training set. You will receive a Jupyter notebook with clean, reusable code covering every step. No setup required beyond a laptop and a Google account to run everything in Google Colab. **The tutorials are limited to 15 participants and you can reserve your spot either here or by emailing aureliem219@gmail.com. Please make sure to book as soon as possible, as the registration count on Meetup does not guarantee availability.** This tutorial take place at the **Grafton Hotel, 32 Stephen Street Lower, Dublin 2** (We will be sitting in the lobby in the corner or on the right handside). It will run from **3 pm** to **4 pm**. **Grafton Hotel, 32 Stephen Street Lower, Dublin 2** * The tutorials are a high-level practical introduction to machine learning and deep learning and the emphasis on understanding how we process the data , train and evaluate a model with Python. We won't cover the mathematics behind it however some tutorials may have mathematical formulas as part of the algorithm explanation and some tutorials might have more complex data preprocessing as it depends on the datasets and the task we are doing. However the tutorials focus on the practical part! * *Payments need to be made in advance to secure your place and fees are non-refundable unless I need to cancel the event, in this case refunds will be made.*

‼️ [Get Tickets here](https://datingbar.ie/speed-dating/)‼️ **Been on many dates lately?** How about 10–15 mini-dates in one evening? **Speed Dating** is your chance to skip the endless texting and meet real singles who are ready to connect *face to face*. 👥 Recommended **age** is **37-47** 💬 Enjoy **7-minute conversations** that just might spark something real 🎶 **Afterparty** \- stay for a drink at the bar 🎟️ [Eventbrite Tickets](https://datingbar.ie/speed-dating/) are **essential** 💡 Further details -> DatingBar.ie Come ready to mingle, laugh, and make genuine connections. **See you there!**

Adult Bachata and Salsa dance classes with practice social at Coolock Ardlea Scout Den Coolock Village. This is a mirror studio located upstairs from the hall with nice wooden floors. This is a weekly Thursday event. Come down, learn and have fun! Men and Women are welcome. Free taster for first timers and discount for students, request via dm. Beginners cost 10 euro for all beginner classes and practice.

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! 🧗‍♀️🤝🧗‍♂️

Are you Solo and Single!! Easily Make new 💑 friends🍻 with Speed Friending! No need for Apps 😀We are meeting for social drinks including soft drinks 🍺🍸🍷 at the Lemon & Duke Bar. We will be inside the Bar area. The Lemon & Duke Bar has also great food 🍗🍖🍰🍮 . Please, at least buy a drink or a soft drink or so, as we may not be welcomed again to certain bars. We will go to another late bar afterwards. So Dress Nice & neat please. Leave your surfing cloths and 🏖 surfboards at home please.😂 https://youtu.be/wD0Mm6WIcYs?feature=shared Many new people come solo to socialize and make new friends, so do not worry if you are solo, you are welcome to join us. I will introduce you to others in the group,so you are no longer solo. 😆Welcome to ask me questions about hiking gear and 🐬🐠🐡 scuba diving.

This guided tasting is designed to be relaxed, social and a nice experience with other singles. **For details on this event and to get your ticket, click on Eventbrite link:** https://www.eventbrite.ie/e/singles-irish-whiskey-tasting-evening-age-range-30-45-tickets-1985921399365?aff=oddtdtcreator **Important information:** Strict ticket event. Tickets will be scanned at check in. **Do not show up without an Eventbrite ticket.** Get your ticket here: https://www.eventbrite.ie/e/singles-irish-whiskey-tasting-evening-age-range-30-45-tickets-1985921399365?aff=oddtdtcreator RSVPs are not a true representation of the people attending. By joining this event, you accept our T&Cs, check them out on our website: Yinyangevents.ie **[Follow us on Insta: Yinyangeventsireland](https://www.instagram.com/yinyangeventsireland/)**

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.

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** GitHub Copilot is powerful, but what if you could scale from a solo AI assistant to an entire team of specialized agents working in parallel? This session introduces Squad: an open-source framework for multi-agent orchestration that lets you define teams of AI agents with specific roles, responsibilities, and expertise. We'll progress from Copilot basics to the Copilot CLI, explore how Agents add autonomy, and see how Instructions and Skills let you customize agent behavior. Then, the climax: a live demo where a Squad team of 3 agents (Lead, Developer, Tester) stands up and builds a working application in real-time, showcasing true multi-agent collaboration. Whether you're new to AI or exploring how to scale your use of Copilot, this session will show you what's possible when agents work as a team. **YouTube Link** TBD

**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**

**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 Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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

**� Meet Indianapolis Singles Tonight – Hosted Speed Dating on Zoom** Genuine conversations with real locals — all from your living room. Quick, hosted rounds on Zoom with Indianapolis singles paired to your age group and personality. No awkward pauses — just natural conversation. **Pick your age group and sign up:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=30-46&face_v=3.0) **⚠️ Heads up — RSVPing here isn't enough.** Register through your age group link below and complete the quiz. Capacity is limited. --- ✅ **You will like this if:** - 💡 Introverts who shine in one-on-one conversations - Busy professionals who don't want to waste evenings 🗂 **Quick details** - **Format:** Live on Zoom – guided rounds from your home - **Location:** Wherever you're comfortable – no venue, no travel **How the event unfolds** 1. **Register** – Select your age group above and sign up. 2. **Fill in the matching quiz** – Helps us find your ideal matches for the evening. 3. **Hop on Zoom** – Join the call and your host will walk you through it. 💡 **Tip:** Check your Zoom setup and pick a quiet, well-lit spot ahead of time. --- ✨ Register, take the quiz, and connect with Indianapolis locals tonight. ❤️‍🔥 ✨ Lean version: fewer words, same core offer. Concise by design so people can decide quickly.

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas ***NOTE:*** Pre-registration is required for this event. **Please arrive 10 minutes early** to check in at the security desk.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/