Data Science using Python

**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**

**✨ 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.

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

**🚀 AI E-Commerce Masterclass – Build & Scale a Profitable Store Using AI** AI is reshaping e-commerce. Learn how to use it to discover winning products, craft compelling listings, and automate your marketing. **⚠️ Don't miss out.** Register via the link below — RSVP alone doesn't secure your spot. ### [🚀 REGISTER NOW 🚀](https://remoteready.io/product/AIEcommerce?city=Dublin&groupurlname=local-ai-innovation-for-business-professionals&startgmtdatetime=2026-04-22T17:00:00Z) --- This masterclass teaches you to harness AI tools at every stage of e-commerce — product research, listing optimisation, ad creation, and automated marketing funnels. Whether you're starting fresh or scaling an existing store. 👥 **Best for:** - Dropshippers wanting to level up with smart automation - Anyone interested in applying AI to business 📚 **Key takeaways** - Niche selection and validation through AI data analysis - Using AI for customer support and retention ⭐ *"My ad copy used to take hours. Now AI writes it better in seconds."* – Store owner ✨ Build your AI-powered store. Start selling smarter today. 🤖 ✨ Compressed version with the essentials only. Concise by design so people can decide quickly.

**💹 The Polymarket Masterclass – From Beginner to Profitable Trader** Polymarket lets you trade on real-world outcomes. Learn the strategies that set profitable traders apart from the crowd. **⚠️ Seats are limited.** You must register through the link below to guarantee your spot. ### [🚀 REGISTER NOW 🚀](https://remoteready.io/product/Polymarket?city=Dublin&groupurlname=local-ai-innovation-for-business-professionals&startgmtdatetime=2026-04-22T17:00:00Z) --- Polymarket rewards sharp thinking. This masterclass teaches you to analyse events objectively, manage your bankroll, and build strategies that grow over time. ✅ **You will like this if:** - Anyone curious about prediction markets - People fascinated by probability and decision-making 📚 **Inside the session** - Building a systematic process for prediction market trading - Advanced strategies: hedging, arbitrage, and correlated events ⭐ *"Clear, practical, and actionable. Best trading education I've received."* – Beginner ✨ Predict. Trade. Earn. Start here. 💎 ✨ Quick version: this one gets straight to the point. Everything important, without the extra padding.

**✨ Start an Ebook Business with AI – Automated Writing, Real Income** Build a profitable ebook business using AI to write, publish, and sell books — no writing background needed. **⚠️ Seats are limited.** You must register through the link below to guarantee your spot. ### [🚀 REGISTER NOW 🚀](https://remoteready.io/product/AIEbookBusiness?city=Dublin&groupurlname=local-ai-innovation-for-business-professionals&startgmtdatetime=2026-04-22T17:00:00Z) --- From your first AI-written ebook to a portfolio of titles generating passive income — this masterclass walks you through the entire journey. Practical, actionable, and ready to implement. ✅ **You will like this if:** - Aspiring authors who find writing challenging - 🔥 Content creators who want to monetise their expertise 🧠 **What you will leave with** - Pricing strategies and keyword optimisation for discoverability - Scaling from one book to a full publishing operation ⭐ *"AI cut my writing time from months to days. Total game changer."* – First-time author ✨ Let AI write the books. You build the empire. 💰 ✨ Quick version: this one gets straight to the point. Built for clarity over length.

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.*

📚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! 😊

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.

🔐 **Hack and Chill – Weekly Meetup** 🔐 📍 **Tog Hackerspace** \| 🕖 **Fridays, 7–9 PM** *(Except the first Friday of the month – we’re at 2600 Dublin then!)* Are you into cybersecurity, hardware hacking, or just love the hacker mindset? Bring your laptop, your curiosity, and your latest digital mischief to our chill Friday night sessions. No talks, no pressure — just hacking, learning, and chatting with like-minded folks in a relaxed space. 💻 BYO projects, hacks, and war stories ☕ Tea, tools, and toggers provided 💬 New faces always welcome Come hang out. We don’t bite — unless you’re a vulnerable service. https://www.tog.ie/2025/08/new-weekly-group-night-hack-and-chill/

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.

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 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 speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

**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

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

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

## Escape the Office: Your Remote Career Takes Off Here Imagine the possibilities: Ditch the daily commute, design your ideal lifestyle, and work from anywhere. This Remote Ready Bootcamp delivers the skills and community you need to thrive as a location-independent pro. In just two weeks, learn to build a flexible, fulfilling remote career that lets you earn on your own terms, anywhere in the world. ### Ready to begin? [Secure Your Spot! 🚀](https://remoteready.io/product/RemoteReadyBootcamp?city=Columbus&groupurlname=circle-of-professionals-mastering-ai-income&startgmtdatetime=2026-04-24T22:00:00Z) --- **Is This For You?** This bootcamp is ideal if any of these describe you: * Yearning for remote work and ready to commit * Tired of being tied to a desk * Seeking ways to diversify your income streams * Craving location freedom in your professional life **What to Expect** Picture yourself in a vibrant cafe in Bali, effortlessly managing your work, then exploring ancient temples. Location-independent professionals make this their reality daily. This bootcamp empowers *you* to do the same. Over fourteen immersive days, you'll learn how to create multiple streams of income online and master the art of staying productive, no matter where you log in from. Our expert instructors have built successful remote careers across numerous countries. You're not just learning skills; you're joining a global movement. **Outcomes You Can Anticipate** * Developing diverse income opportunities to fund your lifestyle * Understanding crucial frameworks of successful location-free work * Gaining exclusive access to a network of remote-first entrepreneurs **Kickstart Your New Life** From the moment your enrol, you receive resources and support that prepare you for a remote-first trajectory. Don't wait! This course is high in demand, and seats dissapear quickly. [REGISTER NOW 🚀](https://remoteready.io/product/RemoteReadyBootcamp?city=Columbus&groupurlname=circle-of-professionals-mastering-ai-income&startgmtdatetime=2026-04-24T22:00:00Z) **Important Next Step:** Completing the registration form is essential to formally confirm your placement.

Private Group. Closed to the Public Knowing ourselves and understanding our abilities is the first step toward wielding our gifts with control and accuracy. In subsequent classes we will verify and hone our talents with activities and discussion. These are hands-on workshops and participation is expected. The goal of our series will be to develop expertise in areas of particular interest such as mediumship, channeling, divination, healing and, etc.. Our ultimate directions will be determined by class members as we evolve. I look forward to sharing and discovering with you. - Cynthia