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Frequently Asked Questions

Yes! Check out data science using python events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.

Discover all the data science using python events taking place this week here. Plan ahead and join exciting meetups throughout the week.

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Data Science using Python Events Today

Join in-person Data Science using Python events happening right now

Project Hail Mary
Project Hail Mary
Electronics Night
Electronics Night
These are our regular Monday evening electronics nights. Everyone from absolute beginner to experienced is welcome. These evenings are not classes or tutorials, rather a very friendly informal evening. We have a wide range of people who come. Some are absolute beginners who do not even work or study electronics, but are interested to know more. Others have something that they are already working on. We almost always have some first time visitors and we always give them a tour of the space. Come in with your Pi, Arduino, or whatever you have. Bring your laptop. Maybe you want to make something, solder, breadboard or use our electronic gear. Maybe you have some vague ideas and just want to get started. Or maybe you’re just curious……if so, it’s fine to come along and just see what others are doing. If you would like to get even more involved and have the full use of our space, we would be delighted to have you as a full member. Membership brings many benefits. We are located behind Mr Price and the Bright Lights store on Kylemore Road. We have lots of free parking available.
Beginner Solo Jazz & Swing Dance Courses
Beginner Solo Jazz & Swing Dance Courses
Learn to dance the lindy hop. Join our famously fun and friendly Dublin Swing Dance Community. **HOW DO I BOOK A TICKET?** [Tickets can be booked via our website failteswing.ie.](https://www.failteswing.ie/classes) *Note: If tickets sell out you can email us at [failtehotclub@gmail.com](mailto:failtehotclub@gmail.com) to add your name to the waiting list OR let us know you are signing up with a partner (in which case you might be able to skip the waiting list!! 😎)* **WHO ARE THE CASSES SUITABLE FOR?** We have swing dance classes for complete beginners, improvers and intermediate level dancers. We also have solo jazz classes which are suitable for all levels. **TIME:** Every Monday (except on public holidays) 7:00 - 8:00pm Solo Jazz or Intermediate Swing Dance Courses 8:00 - 9:45pm Beginner/Improver Swing Dance Courses **PRICE:** €77 for a 4 week course. [You must book in advance on our website failtesswing.ie](https://www.failteswing.ie/classes). **CLASS DETAILS:** Our experienced teachers will give individual student feedback and they will email you recap videos of each week's class content. **PARTNER:** For swing dance classes you don't need to sign up with a partner but if you can find someone to sign up with it might help you skip the waiting list. If one of the roles is sold out but you have a partner email us directly at [failtehotclub@gmail.com](mailto:failtehotclub@gmail.com) as we may still be able to offer you a ticket. **AGE:** 18 to 118 years. **WHAT TO BRING:** • Water bottle. • Comfortable footwear. **VIDEOS:** Check out our [Video and Photo Gallery.](https://www.failteswing.ie/performance-gallery) **REFUNDS:** If you can't make it and you let us know at least 24 hours before the event starts we will issue a refund. The 10% booking fee is non-refundable. Tickets are not transferable. No refunds once the event begins. **WHAT ELSE TO KNOW ABOUT:** • Fáilte Hot Club @ Leinster Cricket Club Rathmines- MONTHLY Live Jazz and Swing DJ dance party with drop in complete beginner swing dance class, social dancing, and dance performances. All welcome, no experience or partner required. [Get Tickets at failteswing.ie.](https://www.failteswing.ie/classes) • Private classes- Fast track your learning and enjoyment of solo and partnered swing dancing. Contact [failtehotclub@gmail.com](mailto:failtehotclub@gmail.com) for prices and more information. • Gift cards- You can't go wrong with the gift of dance. Put a swing in the step of someone special with one of our [eGift Cards available via failteswing.ie.](https://www.failteswing.ie/gift-card)
The Playground: Weekly Improv Drop-In Event
The Playground: Weekly Improv Drop-In Event
Come join us at The Playground with our weekly drop-in improv workshop! Running on Monday evenings, this is a chance to experience improv among like minded people. No experience necessary and all levels are welcome! Each week we will have a different theme with exercises and activities to allow us improve our improv skills. Whether you are interested in developing the skills for your professional or personal life, or you are someone who currently performs or would like to perform on stage, then there is something for everyone. The long-term objective of The Playground is to create a place for people to develop and create projects and shows, providing regular opportunities for those who wish to perform in shows. Facilitated by two very experienced improvisers, Neil Curran and Quinton O'Reilly, join us for some play! We also have guest teachers join us too. **Important Info** \* Each drop-in session lasts 2 hours and starts at 7pm in the Teachers' Club. \* Each drop-in costs just €12. \* You can also sign up for membership which costs just €30 per calendar month and gets you access to all workshops. \* No experience necessary and all levels welcome. \* Events run on a drop-in basis offering flexibility for those who can't commit to doing a course. \* Payment can be made on arrival. \* After the workshop, many of us stick around for chats in the bar upstairs so do stick around for it. For more about Neil Curran please visit www.lowerthetone.com Check us out on Instagram here: https://www.instagram.com/improv_playground/
Monday Language Exchange @ River Bar
Monday Language Exchange @ River Bar
Join us to **practise and improve your target language with native speakers on Monday in River Bar**(1 Burgh Quay, Dublin 2) from **6.30pm to 8.30pm**. **Our system:** **• You sit opposite a native speaker of the language you're learning** **• You speak 5mins English, 5mins other language, then change table** This ensures everyone gets an equal opportunity to practise the language they're learning. Our team seats people, controls the time, organises the table changes etc. What to expect: • Relaxed easy going atmosphere • Professional and quality service • Great networking opportunities • All levels welcome from absolute beginner to fully fluent • A big mix of ages with attendees at each event from 18 to 70+ years old • Topic cards on the tables to help start conversations Languages: We usually have **native speakers of English, Spanish, French, Portuguese, German, Italian, Japanese, Chinese** and more depending on who shows up. **Admission fee €7** (€6 for student card holders). **No pre-registration required, just show up**. Loyalty card system: Come to 5 events and the 6th is free. Over 150,000 people since 2012 have attended our language exchanges to practise and improve their target language - you can too! Everyone is welcome! For more news and info check: Website: [www.languageexchangeireland.com](http://www.languageexchangeireland.com/) FB: [www.facebook.com/languageexchangeireland](http://www.facebook.com/languageexchangeireland) Instagram: [www.instagram.com/languageexchangeireland](http://www.instagram.com/languageexchangeireland) NOTE: The MeetUp attendance does not reflect actual attendance. There are usually around 100 people at each event. We are also in the River Bar every Thursday at 6.30pm
Public Speaking Monday Meetup - New Location
Public Speaking Monday Meetup - New Location
Come along to get rid of the number one fear people have. Every week we have new members and people starting from scratch so you will not be alone. Everything is based around what you're comfortable with and you don't have to stand up, talk or do anything if you don't feel like it. But you will have the opportunity to speak at least 4/5 times a night. You can come along to see what we're doing and take part if you like. We will be running this for beginners every week and anyone is welcome to join us to learn and get better together. Hope to see you there :D We charge €5 to help towards the room rental.
Rathfarnham Sewing Machine Classes MONDAY 7.00  for fun and creativity.
Rathfarnham Sewing Machine Classes MONDAY 7.00 for fun and creativity.
Details: SPACE: Four participant sewing class, plus the host, held in a comfortable, spacious living room , with double doors beside us, as we work. CLASS CONTENT: Learn to use a sewing machine (maybe bring your own along if you wish to gain confidence in using it) Make a cute cotton tote bag (or your own project) / have some fun / meet like minded new friends and learn a new skill / craft. Progress to make a simple piece of clothing! What’s available: * Complimentary glass of juice if you wish. * Bring your own machine or if you wish you’re welcome to use mine. * Hand sanitiser/wipes available. * Plenty of space. * Warm room. * Professional teacher. MATERIALS: I supply large selection of threads / pins / needles and rippers! You may wish to bring your own fabric and extras eg. ribbon, lace etc for your individual item (happy to help you choose/source fabrics) Also up-cycling of an old crisp cotton dress or shirt is encouraged.

Data Science using Python Events This Week

Discover what is happening in the next few days

Thursday salsa & bachata nights in Lucan
Thursday salsa & bachata nights in Lucan
🎉 **Thursday Salsa & Bachata** – Weekly Classes + Social Dancing 💃🕺 Looking for a fun way to start your weekend? Join us every Thursday for a night of dancing, learning, and great vibes! ✨ What to expect: * Beginner-friendly Salsa & Bachata classes to get you moving * Social dancing after class to practice and enjoy * A relaxed, welcoming atmosphere — no pressure, just fun 👣 No partner or experience needed 😊 Come solo or bring friends — everyone is welcome 📅 **When**: Every Thursday 📍 **Where**: Kenny's Of Lucan, Lucan Village ⏰ **Time**: 7:00-8:00pm - Cuban Salsa Class 8:00-9:00pm - Bachata Class 9:00-10:00pm - Social Dance Practice Whether you’re trying dancing for the first time or already love Latin rhythms, this is the perfect place to meet new people, build confidence, and enjoy your Thursday nights. Bring your energy, your smile, and let’s dance! 🎶🔥 Plenty of free on-street parking is available. Price:- €15 - One Class €25 - Two classes on the same day Multiple bundles available
Agentic AI
Agentic AI
Welcome to the April'26 edition of PyData Ireland. This meetup is in association with Quantum Black, AI by McKinsey. Agenda for the day: * 17:30 – Arrival * 18:00 – Start of talks (Details below) * *Jitendra Gundaniya*: **Building Agentic GenAI Pipelines with Kedro Builder (Beginner-Friendly)** * *Dmitry Sorokin*: **Let AI Agents Manage Your ML & Data Pipelines** * 19:30 – Networking \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Talk 1:** Building Agentic GenAI Pipelines with Kedro Builder (Beginner Friendly) **Speaker Name and Designation:** Jitendra Gundaniya, Senior Software Engineer at QuantumBlack, AI by McKinsey **Speaker LinkedIn:** [https://www.linkedin.com/in/jitu11](https://www.linkedin.com/in/jitu11) **Talk Description:** This talk shows how Kedro Builder, a visual drag-and-drop tool, can lower that barrier. We'll walk through building a simple agentic pipeline visually dragging LLM context nodes, connecting prompts and tools, and exporting a working Kedro project, all without writing boilerplate by hand. Think of it as a learning ramp: see the pipeline structure first, then dive into the code. **Key Takeaways:** * How a visual builder can make agentic pipeline patterns (LLM + prompts + tools → agent → output) more approachable for beginners * What `llm_context_node` is and how it simplifies GenAI pipeline creation in Kedro * A live walkthrough of building and exporting a GenAI pipeline using Kedro Builder * Where the visual approach helps (pipeline scaffolding, boilerplate) and where you still need code (agent logic, output schemas) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **Talk 2:** Let AI Agents Manage Your ML & Data Pipelines **Speaker Name and Designation:** Dmitry Sorokin, Senior Machine Learning Engineer II at QuantumBlack, AI by McKinsey **Speaker LinkedIn:** [https://www.linkedin.com/in/dmd40in/](https://www.linkedin.com/in/dmd40in/) **Talk Description:** This talk explores how traditional data & ML pipeline frameworks can be wrapped with an MCP server, enabling AI agents (e.g. LangGraph, Claude Code) to connect and manage pipelines programmatically. We’ll look at how this approach combines the deterministic nature of production data & ML workflows with the flexibility and reasoning capabilities of modern AI agents. **Key Takeaways:** * How to expose data & ML pipelines through an MCP server * How AI agents can orchestrate and manage existing workflows * A practical pattern for combining deterministic pipelines with agentic flexibility
Signals, Systems and Scams: Deconstructing the Future of Financial Intelligence
Signals, Systems and Scams: Deconstructing the Future of Financial Intelligence
**Welcome to DSF Sandbox Sessions!** Top tech talks and masterclasses from the best in the industry. Every month, and completely free. The catch? There isn’t one. Just a monthly dose of epic content to power up your data passion! **Event details** 📆 **Date:** Tuesday 14th April 2026 ⏰ **Time:** 6:00 – 9:30 PM BST 💡 **Topic:** **Signals, Systems, and Scams: Deconstructing the Future of Financial Intelligence** 🗣️ **Speakers:** Kristjan Erik Liive, Volodymyr Panov, Baran Koseoglu, Zoltan Szopory, Vera Shishkina, Aaron Wilson, Mohammed Topiwalla [Sign up for this event by clicking here!](https://datasciencefestival.com/session/wise-sandbox-session/) As global financial platforms evolve, the “Trust Gap” becomes an engineering challenge. Scaling a product to millions of users requires more than just better models—it requires a fundamental shift from manual heuristics to automated, high-fidelity intelligence. Join Wise for an exclusive Sandbox Session designed for senior data scientists and engineers. We’re moving beyond the basics of model training to explore the “Last Mile” of production ML: the infrastructure of compliance, the democratisation of optimization, and the transition to foundational representation learning. Through three practitioner-led deep dives and a collaborative product-data science panel, we will deconstruct how Wise builds resilient financial infrastructure where performance and safety are never a zero-sum game. What we’ll explore: • The GenAI Reality Check: Moving LLM automations from “cool demo” to “compliant production” in highly regulated spaces. • Decoupling Optimization: How we built “Threshold UI” to empower non-experts to tune model performance across hundreds of cohorts without a single code change. • Beyond Velocity: Replacing hand-crafted features with User Event Transformers to capture the deep behavioral context that traditional tabular data misses. • The Co-Design Philosophy: Why the future of fraud prevention isn’t just a better algorithm, but a tighter feedback loop between Product and Data Science. Food, drinks, and networking with fellow practitioners will follow throughout the evening. Check out the full session details below! **Please note: Due to high demand and limited capacity, tickets for this event will be allocated via a random ballot. Submitting an application does not guarantee entry. Successful applicants will be notified throughout March and early April. If you have not received confirmation by April 9th, this means your ballot application was not selected on this occasion.** **Talk 1: Evolution of GenAI: Building Compliant LLM Automations at Wise** **Speakers:** Kristjan Erik Liive, Senior Data Scientist & Volodymyr Panov, Senior Data Scientist. **Abstract:** Evolution of GenAI applications in servicing tasks at Wise. We will share examples, discuss architectures and challenges of building LLM-based automations in compliance-heavy space. We will also present our vision and key opportunity areas in further augmentation and automation. **Key takeaways:** Practical examples of scoping and implementing LLM-based solutions. **Talk 2: On the Threshold of Greatness: Democratizing Model Optimization at Wise** **Speakers:** Baran Köseoğlu, Lead Data Scientist & Zoltán Szopory, Staff Software Engineer. **Abstract:** This session will talk about machine learning model threshold optimization across hundreds of customer cohorts. Traditionally, optimizing these thresholds has been a complex, time-consuming task, often relegated to highly technical experts. At Wise, we faced the challenge of managing diverse customer segments, each with unique risk profiles and compliance mandates and as a solution we developed Threshold UI we will talk about more in the session. **Key takeaways:** Boost your machine learning model performance without changing any configuration in your training pipeline. **Talk 3: More Than Meets the Eye: Transforming User Events into Deep Context** **Speaker:** Vera Shishkina, Staff Data Scientist. **Abstract:** Moving from purely manual feature engineering to representation learning. This session covers the technical POC of a User Events Transformer – a foundational model designed to produce customer embeddings that augment traditional tabular features. We will discuss the proposed architecture, the challenges of building temporal data pipelines, and our vision for using these embeddings to boost performance in domains like scam prediction. **Key takeaways:** How learned embeddings provide deep context that traditional “velocity” features often miss. **Talk 4: Panel Discussion – Mind & Machine: How Product and DS Co-Design the Future of Trust** **Panellists:** Aaron Wilson, Fraud and Victim Prevention Product Lead & Mohammed Topiwalla, Fraud and Victim Prevention Data Science Lead. **Abstract:** Fireside chat to understand how DS and Product work hand in hand to keep wise safe. **Key takeaways:** How do you find the middle ground between business growth and risk precision? What is the future of DS in fraud prevention? **Schedule:** **6:00 PM** – Doors open – networking with food and refreshments **6:45 PM** – Intro **6:50 PM** – Talk 1 (20 minutes + 5 minute Q&A) **7:15 PM** – Talk 2 (20 minutes + 5 minute Q&A) **7:40 PM** – Comfort break **7:50 PM** – Talk 3 (20 minutes + 5 minute Q&A) **8:15 PM** – Talk 4 (30 minutes) **8:45 PM** – Networking with refreshments **9:30 PM** – Event close **Registering for the event:** Click the 'Sign up here!' button on the specific event page following the link below. Once you have completed the registration form, you will be emailed a link to join the webinar. You will also receive a reminder link one week, one day and one hour prior to the event. **PLEASE NOTE: Clicking 'attend' on Meetup does not register you for the event. You will need to register for the event on the link provided below to receive a joining link. If you do not, you will not be able to join the event.** **[Click here to sign up for this specific event](https://datasciencefestival.com/session/wise-sandbox-session/)** Please note the time zone when you book this event.
ClickHouse Meetup in Dublin
ClickHouse Meetup in Dublin
Hey there, data enthusiasts and ClickHouse aficionados! We've got some exciting news to share - our next meetup is on the horizon, and it's going to be in Dublin! Get ready for a delightful mix of mind-boggling data tales, insightful conversations, and maybe even a surprise or two up our sleeves. But here's the deal: to secure your spot, make sure you register ASAP! **Location:** Squarespace House, Ship Street Great, Dublin 8, Ireland **Agenda:** 6:00 - 6:30 - Arrival/Check-In 6:30 - 7:00 - Agentic analytics and autopilots - AI at ClickHouse - Pete Hampton, ClickHouse 7:00 - 7:30 - Pushing Through the Limits with ClickHouse and OpenTelemetry - Avleen Vig, Twilio 7:30 - 8:00 - ClickHouse Tips & Tricks: What I Learned Implementing/Managing ClickHouse at Scale - Adrian Whitwham, Zendesk 8:00 - 9:00 - Food, Drinks and Conversation
DubJUG 264: GONG & Agentic AI Tools
DubJUG 264: GONG & Agentic AI Tools
This month, we're venturing over to GONG HQ to her two talks from staffers SDE Vanja Tesin, and Senior Engineering Manager Anthony Brady. DETAILS & OFFICIAL BOOKING >>>>> https://ti.to/dublin-java-user-group/264-gong-hq Check your schedule first (it's not cool to not show!) ## **Talk 1:** GONG & Agentic AI Tools Gong built an agentic AI solution called Claude Code to help developers work more effectively across its complex microservice architecture of over 100+ repositories. Using a multi-agent system with specialised rules, skills, and subagents, it automates development tasks and reduces time spent on research and context switching. The result is faster development and better pattern compliance, reducing complex tasks from days to hours. Join Vanja Tesin to discover how. ## **Talk 1:** **Resilience in Microservices** In the distributed landscape of modern backend architecture, the question isn’t if a service will fail, but when. Without robust fault tolerance, a single latent dependency can trigger a cascading failure across an entire ecosystem. Anthony's talk will focus on how Gong overcame some of those challenges and how they are implementing resilience utilising patterns such as Circuit Breakers, Rate Limiters and others to maintain stability and provide graceful degradation even when downstream services are under duress.
OpenSearch Project Dublin MeetUp
OpenSearch Project Dublin MeetUp
Hi Everyone, Mark your calendar for the next **OpenSearch Project Dublin Meetup** at a **new location -Amazon Ireland.** **Agenda** 6.00 pm Start **6.15 pm First Speaker : Nils Bandener** **"Upcoming Changes for the OpenSearch Index Authorization Mechanisms."** 7.00 pm Break (Drinks and Snacks) **7.20 pm** **Second Speaker: Praveen Mohan Prasad** **"Cost-Effective Semantic Search with Neural Sparse Search"** 8.00 pm Networking 8.30 pm Close **Please remember bring a valid ID with you as you will need it to enter the venue.** We're looking forward to seeing you all there!
Is Claude AI Right For Your Business?
Is Claude AI Right For Your Business?
For **in-person** [[Get Your Tickets Here](https://www.eventbrite.ie/e/is-claude-ai-right-for-your-business-tickets-1985508096164?utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-term=listing&utm-source=cp&aff=ebdsshcopyurl)] To join **on Zoom**, [Get Your Tickets Here](https://www.eventbrite.ie/e/is-claude-ai-right-for-your-business-streamed-tickets-1986314146081?utm-campaign=social&utm-content=attendeeshare&utm-medium=discovery&utm-term=listing&utm-source=cp&aff=ebdsshcopyurl) for business owners who want to learn what Claude AI is and how it can be used to automate everyday business operations. Consider this event an opportunity to evaluate Claude and decide if it’s right for you in your business. We will also cover some of the fundamentals of using AI for work. Further details on the location to be confirmed ASAP depending on numbers registered. Provisional location TCube, 1 O'Connell Street, Dublin 1 **Is Claude AI Right For Your Business?** A hands-on morning session for business owners and professionals who want to understand what Claude AI can actually do for their day-to-day business operations, and whether it's the right tool for their business. You'll see real demonstrations of how Claude is being used to streamline business workflows, automate repetitive tasks, and free up time for the work that matters. You'll leave with a clear picture of what's possible, what's practical, and what the limitations are. **What We'll Cover:** ℹ️ What Claude AI is and how it differs from ChatGPT and other AI tools ℹ️ Live demo of Claude handling real business tasks ℹ️ Automating workflows: email, documents, reporting, scheduling ℹ️ Using Claude for research, content creation, and decision support ℹ️ How to evaluate whether AI fits your specific business needs ℹ️ Common mistakes businesses make when adopting AI tools ℹ️ A simple framework for getting started with AI ℹ️ Data privacy and security considerations for business use **Who This Is For:** Business owners, managers, and professionals across industries who want a straight answer on whether Claude AI is worth their time and investment. **Location & Schedule:** 📍 Tcube 1 O'Connell Street, Dublin 1 (Beside Daybreak on Eden Quay) ⏰ 10:00 \-\- 11:30 \| Presentation & Live Demos ⏰ 11:30 \-\- 12:00 \| Networking & Q&A No technical background required. Bring a laptop if you'd like to follow along.

Data Science using Python Events Near You

Connect with your local Data Science using Python community

DoJo (Informal Python Meeting)
DoJo (Informal Python Meeting)
**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
COhPy Monthly Meeting
COhPy Monthly Meeting
**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
DoJo (Informal Python Meeting)
DoJo (Informal Python Meeting)
**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
Operating Data Pipelines at Scale: Lessons from a Metadata-Driven Architecture
Operating Data Pipelines at Scale: Lessons from a Metadata-Driven Architecture
We will cover metadata-driven approach to building and operating data pipelines at scale on AWS. Discuss architecture, design trade-offs, and lessons learned from running a unified pipeline across multiple customers using configuration-driven workflows. **Presenter: Dilshad Nasirov** Seasoned Software Architect and cloud practitioner with 20+ years of experience building scalable systems and data platforms. Specializes in AWS, with deep expertise in data lakes, serverless architectures, and real-time data processing. Has led the design and delivery of enterprise-grade solutions across industries, helping organizations improve performance, reduce costs, and unlock data-driven insights. https://www.linkedin.com/in/dilshad-nasirov-4538431/ **CALL FOR SPEAKERS** Learn more: https://www.awscolumbus.com/get-involved/ **THANK YOU** *Leading EDJE* for hosting our meetup! Leading EDJE specializes in helping organizations innovate and solve complex problems. EDJE does this with their "A" player team of professionals using agile methodologies and SCRUM management techniques to give organizations a competitive advantage that sets them apart. Learn more at https://www.leadingedje.com/ **THANK YOU** *Amazon Web Services* for sponsoring pizza! Learn more at https://aws.amazon.com/. **DIRECTIONS** 6515 Longshore Loop, Suite 300 Dublin, OH 43017 (3rd floor) **FREE PARKING** at the Endres Garage across the street, 6540 Riverside Dr, Dublin, OH **Want to sponsor the pizza and/or bar tab for a future meetup?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com
Prompt vs. Paintbrush
Prompt vs. Paintbrush
AI is changing how art is made. But when does it stop being your work and start being the machine’s? This month we're going to be doing a panel with with digital image, music, and written word artists, talking about at what point, while using AI in the creation process, does the work become not the artist creation? We encourage audience participation during this event that will be moderated by Chris Slee. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.transformlabs.com/services) Sign up also accessible via [Transform Labs Luma](https://luma.com/55umjqta)
What If Your AI Could Be a Team? - Chad Green
What If Your AI Could Be a Team? - Chad Green
**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
Global Azure - Columbus
Global Azure - Columbus
The global Azure community is coming together again, and Columbus is officially on the map. View the session lineup and speakers at [Global Azure Columbus 2026](https://coazure.github.io/cbus-global-azure-2026/) On **Saturday, April 18, 2026**, the Azure Columbus Meetup, DevOps Meetup, and Code and Coffee Meetup are hosting our local edition of Global Azure 2026. This is a free, community-driven event packed with learning, networking, and all things Microsoft Azure. Whether you’re building modern cloud-native apps, experimenting with AI agents, deploying containers, automating infrastructure, or just beginning your Azure journey, this event is for you! **What to Expect** * Engaging technical sessions * Real-world Azure architecture & cloud-native patterns * AI, agents, automation, and modern DevOps * Food and drinks (because learning burns calories) * Time to connect with fellow engineers, architects, and cloud enthusiasts **Who Should Attend?** * Software engineers (any language, any stack) * Cloud architects * DevOps engineers * Data professionals * AI explorers * Platform builders * Anyone who loves solving hard problems with great tools If you build, deploy, automate, scale, monitor, or optimize in Azure, you’ll feel right at home. **Why Global Azure?** Global Azure is a worldwide community event where Azure user groups host learning sessions on the same day across the globe. It’s grassroots. It’s technical. It’s practical. And it’s powered by people who genuinely love sharing what they’ve learned. And yes, it’s free to attend!