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Frequently Asked Questions
Yes! Check out data analytics 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 analytics events taking place this week here. Plan ahead and join exciting meetups throughout the week.
Absolutely! Find data analytics events near your location here. Connect with your local community and discover events within your area.
Data Analytics Events Today
Join in-person Data Analytics events happening right now
Speed Dating in Waterloo @ Tonight Josephine for (Ages 21-45)
**\*\*TO BOOK YOUR TICKET PLEASE GO HERE, AN RSVP IS NOT A CONFIRMED BOOKING! [https://dateinadash.com/events/london/waterloo/speed-dating/17Jun2026-7550](https://dateinadash.com/events/london/waterloo/speed-dating/17Jun2026-7550)\*\***
Go on 15 dates at our popular Wednesday night Speed Dating event at the [Tonight Josephine](https://www.tonightjosephine.co.uk/bars/waterloo) near Waterloo station. This event is for ages 21-45 (age guide) and has an equal ratio of men and women.
Expect to meet a lots of singles at the best [Speed Dating event](https://dateinadash.com) in the London on Wednesday night. Easily one of our most popular events with a great crowd every week.
Speed Dating kicks off at 8pm prompt and any guests arriving late may not be able to take part so please ensure you arrive 15-30 minutes before the scheduled start time to allow for registration.
When all the guests have arrived the host will explain how the evening will unfold and you will be provided with a scorecard and pen. When the event begins women will be seated and men will rotate between tables every 4 minutes. At the end of each date guests mark on their scorecard or phone using our mobile website whether they would like to see that person again.
The event will finish around 9:30pm but guests are welcome to stay and mingle if they wish.
The following day we'll contact you with the results and you can communicate with anyone you've matched with through our website.
Please be aware that speed dating places are limited and the majority of our events do sell out, so please book early to avoid disappointment.
If you have any queries about this event please contact us at enquiries@dateinadash.com or call our telephone bookings hotline on 0845 862 1448 (9am 5pm).
Who's Going to Save Us From the Energy Use of AI? You Are.
"Climate change: I say the debate is over. We know the science, we see the threat and we know that the time for action is now" - Arnold Schwarzenegger
Forget Skynet. Right now, AI's greatest threat to humanity is its demand for electricity. Anne Currie, co-author of O'Reilly's Building Green Software, will talk about why the energy demand from AI has exceeded anything we've seen before in tech; how that demand can and is being met using efficiency and flexibility by forward thinkers like Google and DeepSeek; and what you can do from your own desk that might have global impact on both the AI and the renewable power revolutions.
Anne will be joining us remotely.
Check out the Green Software Brighton [website](https://greensoftwarebrighton.co.uk/) for links to previous talks.
Arrive from 18:00 for pizza and drinks. Talk will start at 18:30. We always head for a drink and a chat locally afterwards too.
---
***Thank you to Runway East for use of their space to host our events and to Silicon Brighton and the Green Software Foundation for supporting us.***
๐ฅReact App Development with AI-(Vibe Coding) - In Class
In this session, weโll explore how **AI** can enhance your **React app development** workflow. This workshop will introduce you to **best practices** for building **React applications**, including how to integrate **REST APIs**, manage app **state**, and structure your components for long-term success.
Youโll also learn how to use **AI tools** to generate code snippets, troubleshoot issues, and automate repetitive tasks, making the development process faster and more efficient.
๐งช **What Youโll Learn:**
* **React Development Best Practices**: Core principles for structuring components, managing state, and optimizing performance.
* **REST API Integration**: How to efficiently connect React apps with REST APIs for dynamic data and functionality.
* **State Management**: Best practices for managing app state and syncing data from APIs.
* **AI Assistance**: Use AI tools like ChatGPT to speed up development, generate code, and improve overall code quality.
* **Error Handling & Debugging**: Leverage AI to identify and fix common issues in your React apps.
๐ก **Why It Matters:**
* **Efficient Development**: Building React apps with AI assistance allows you to write cleaner, faster code while reducing errors.
* **API Integration**: Mastering API integration is essential for creating dynamic and data-driven applications.
* **AI-Powered Tools**: AI tools like ChatGPT enhance your productivity by automating repetitive tasks, debugging code, and improving your development process.
๐ **Schedule:**
* 18:15 - Networking
* 18:30 - Program starts
* 19:30 - Q&A - networking
* 20:00 - End
\-\-\-\-\-
zero2hero Address: Unit 15 Castle Square, 40 Elephant Rd, London SE17 1EU
WhatsApp: +447470914266
Salsa & Bachata Classes Every Wednesday at Hammersmith Salsa & Bachata Club
WEDNESDAYS at Hammersmith Salsa Club, Hammersmith, London
Open Every Wednesday
Hammersmith Salsa & Bachata Club, 11 Rutland Grove, Hammersmith, W6 9DH (http://www.incognitodance.com/hammersmith-salsa-club-west-london/)
7pm โ 11:00 pm
Bachata Classes: 7:30pm โ 8:20pm (6 levels)
Salsa Classes 8:30 -9:20pm (6 levels)
No prior bookings are needed, just turn up and dance.
Absolute beginners are warmly welcomed.
Wear comfortable shoes and light clothes, to keep you dancing comfortably all night
ยฃ10 Club Only
ยฃ16 Two Classes + Club
Usually has 200+ dancers every week
Fun & friendly classes for dancers of all levels.
Plenty of social dancing to the latest Latin grooves.
๐Volleyball Game๐Leytonstone ๐ถ Mixed Ability
**BOOK HERE**: https://sportas.co.uk/games/49008
**Game Description:**
Drills and Games for Lower Intermediate level on a smaller court. Led by a club's coach and open to 6-8 club members and 6 players from Sportas.
**Rules**
Respect all participants and have fun! Everyone plays all the time, no waiting around.
Salsa & Bachata Wednesdays: Dance Classes and Party in Brixton Oval
๐๐ผ๐ถ๐ป ๐จ๐ ๐ณ๐ผ๐ฟ ๐ฎ ๐ฉ๐ถ๐ฏ๐ฟ๐ฎ๐ป๐ ๐๐๐ฒ๐ป๐ถ๐ป๐ด ๐ผ๐ณ ๐ฆ๐ฎ๐น๐๐ฎ & ๐๐ฎ๐ฐ๐ต๐ฎ๐๐ฎ ๐ถ๐ป ๐ฆ๐ผ๐๐๐ต ๐๐ผ๐ป๐ฑ๐ผ๐ป! ๐๐บ
Get ready to dance the night away every Wednesday with our fun and friendly Salsa & Bachata classes, followed by an exciting party that lasts until late! ๐
Why You Should Join Our Awesome Classes:
\- ๐๐ฒ๐ด๐ถ๐ป๐ป๐ฒ๐ฟ๐ ๐ช๐ฒ๐น๐ฐ๐ผ๐บ๐ฒ: No experience? No problem\! ๐
\- ๐ก๐ผ ๐ฃ๐ฎ๐ฟ๐๐ป๐ฒ๐ฟ ๐ฅ๐ฒ๐พ๐๐ถ๐ฟ๐ฒ๐ฑ: Come solo or bring friends\! ๐ค
\- ๐ ๐ฎ๐ธ๐ฒ ๐ก๐ฒ๐ ๐๐ฟ๐ถ๐ฒ๐ป๐ฑ๐: Connect with fellow dance enthusiasts\. ๐ซ
\- ๐๐ฎ๐๐ฒ ๐ฎ ๐๐ฟ๐ฒ๐ฎ๐ ๐ง๐ถ๐บ๐ฒ: Enjoy a lively atmosphere and great music\. ๐ถ
\- ๐๐๐ป & ๐๐ฟ๐ถ๐ฒ๐ป๐ฑ๐น๐ ๐๐ป๐๐ถ๐ฟ๐ผ๐ป๐บ๐ฒ๐ป๐: Perfect for all skill levels\. ๐
\- ๐๐
๐ฝ๐ฒ๐ฟ๐ถ๐ฒ๐ป๐ฐ๐ฒ๐ฑ ๐๐ป๐๐๐ฟ๐๐ฐ๐๐ผ๐ฟ๐: Learn from the best in the business\. ๐ฉโ๐ซ๐จโ๐ซ
\- ๐๐ต๐ถ๐น๐น ๐ฉ๐ถ๐ฏ๐ฒ๐: Unwind after work in a welcoming space\. ๐
\-\-\-
Class Schedule:
\- 7:00 PM: ๐๐ฅ๐๐ ๐ฆ๐ฎ๐น๐๐ฎ ๐๐ป๐๐ฟ๐ผ โ Perfect for newcomers\! ๐
\- 7:30 PM \- 8:30 PM: ๐๐ฎ๐ฐ๐ต๐ฎ๐๐ฎ ๐๐น๐ฎ๐๐๐ฒ๐ โ Two levels to choose from\. ๐
\- 8:30 PM \- 9:30 PM: ๐ฆ๐ฎ๐น๐๐ฎ ๐๐น๐ฎ๐๐๐ฒ๐ โ Three levels available\. ๐บ
\- 9:30 PM \- 11:00 PM: ๐๐ฎ๐ป๐ฐ๐ฒ ๐ฃ๐ฟ๐ฎ๐ฐ๐๐ถ๐ฐ๐ฒ & ๐ฆ๐ผ๐ฐ๐ถ๐ฎ๐น โ Show off your moves and socialize\! ๐
\-\-\-
Location:
๐๐ฑ๐๐น๐ถ๐ ๐๐ฟ๐ถ๐๐ฟ๐ฒ๐ฎ๐ป ๐ฅ๐ฒ๐๐๐ฎ๐๐ฟ๐ฎ๐ป๐
44 Brixton Rd, SW9 6BT, London
Nearest Underground Station: Oval ๐
\-\-\-
Pricing:
\- 1 ๐๐น๐ฎ๐๐: ยฃ13 ๐ท
\- 2 ๐๐น๐ฎ๐๐๐ฒ๐: ยฃ15 ๐ฐ
\- ๐๐ฎ๐ป๐ฐ๐ฒ ๐ฃ๐ฟ๐ฎ๐ฐ๐๐ถ๐ฐ๐ฒ & ๐ฆ๐ผ๐ฐ๐ถ๐ฎ๐น: ยฃ5 ๐๏ธ
\-\-\-
Donโt miss out on an unforgettable evening filled with dance, laughter, and new friendships! We canโt wait to see you there! ๐โจ
Tide HQ - Business Networking Event in London for SMEs & Local Business Owners
Looking for quality **business networking in London for SMEs and local business owners**? Join an exclusive evening at **Tide HQ**, organised by **GMax Card**, **Getshop Today,** and **Tide** \- three products built by founders\, for founders\. Hosted inside **Tideโs headquarters in London.**
**WHY ATTEND:**
* Free premium digital business card (ยฃ75 value) - claim it on the night (for paid tix holders only)
* Real connections - business partners, co-founders, customers & more
Practical tools & insights to run your business smarter
Connect with SMEs and local business owners, **founders and decision-makers in the small and medium business area.**
**WHO'LL BE ATTENDING**
* SME owners and decision-makers
* Small business, local business, and growing company owners
* Founders, entrepreneurs, solopreneurs, and bootstrapped business owners
* Independent freelance professionals building and scaling their businesses
* Business owners looking to grow their network, partnerships, and customer base
**ABOUT THIS STARTUP AND BUSINESS NETWORKING EVENT**
In the **startup and business world**, success rarely happens in isolation. The right connections unlock **co-founders, early customers,** and relationships that accelerate **growth**.
But most networking events don't deliver that. After hundreds of iterations, we've built a **format that actually works:**
* Well-tested icebreakers (optional, but they work) to break the initial awkwardness
* "Quick intros" round - 30-60 seconds each so everyone knows who's who in the room
* Short talks from [GMax Card](http://www.gmaxcard.com/) on strategic networking and Tide on founder-friendly business tools
* On-the-spot [Tide](https://www.tide.co/partners-business-account/?ref=GMAXF2F) consultations - bring your banking and ops questions, get real answers
* Drinks and refreshments for real conversations to develop naturally
**Testimonials:** Check out [video testimonials from founders who've attended previous events.](https://vimeo.com/1162995661)
**VENUE**
**[Tide](https://www.tide.co/partners-business-account/?ref=GMAXF2F) HQ London**
Tide's modern headquarters provides an open, professional environment designed for founders and operators and built for collaboration.
Part of our bi-weekly series.
**ORGANISERS**
**[GMax Card](http://www.gmaxcard.com/)**[ - Free digital business cards](http://www.gmaxcard.com/), with Premium NFC smart cards and team networking tools.
**[Getshop Today](http://www.getshop.today/)**[ - UK based eCommerce platform ](http://www.getshop.today/)to build your own independent online store in minutes.
**Hosted at [Tide](https://www.tide.co/partners-business-account/?ref=GMAXF2F)**[ - The digital-first business banking solution ](https://www.tide.co/partners-business-account/?ref=GMAXF2F)built to support entrepreneurs and SMEs.
**DRESS CODE**
Business or smart. Dress as you would for an important meeting - polished and professional.
**IMPORTANT DETAILS**
* **Photography & Video:** Content may be captured by [CineEye Audiovisual Production Studio](www.cineeye.co.uk) for promotional use. By attending, **you agree to sign a media release form**. If you prefer not to appear in photos or video, please refrain from attending.
* ID Requirements: Attendance for 18+ only. Proof of ID may be requested at reception.
* Refund Policy: Refunds available up to 1 day before the event if any. Meetup fees are non-refundable (if any).
**RESERVE YOUR PLACE NOW**
**Limited spaces - early registration is recommended.**
Data Analytics Events This Week
Discover what is happening in the next few days
Summer Drinks
Fellow Systematic Traders, we hope your trading fares well! Let us meet for summer drinks.
Please join us anytime from 7pm onwards on Thursday 18th June at our 'classic' venue: The Banker, no preparation required, just turn up and talk trading ... directions for those who don't know our usual "Arch" area are at the bottom of this message. All levels of experience are welcome. As always please keep your RSVPs up to date so that we can plan things accordingly.
I'd really like to forge a larger organisational team and draw more on members' talents in running this meetup. Then we can have bigger events with more networking, and possibly include pitch sessions and online talks. So do let me know if you can contribute, even in small ways such as taking photos during events.
Best wishes from the LST
***
PS - Directions to the Arch area within The Banker:
Walk into the pub and towards the bar, which will have bartenders in front and to the left. To the right you should see some steps to more private areas. Go up the first set of these and slightly to the left, to reach the "Arch" area. If in doubt, ask a bartender for the area called "Arch 1" / reserved for Nikhil Shenai.
Tech Chat: Speakers from Snowflake (Cortex AI, agent engineering)
**Join us for an exciting AI agent engineering meetup where developers, architects, and AI enthusiasts come together to connect and learn from industry experts.**
**Weโre thrilled to welcome guest speakers from Snowflake.**
**Jenny Zhou and Ioannis Doukas,**
**experienced solution engineers who will share insights on Cortex AI and discuss practical approaches to building AI agents efficiently across different industries.**
**The session will include:**
* **Introducing AI and Cortex features in Snowflake**
* **Agent use cases across different industries**
* **Interactive discussion**
Open Source Europe Tour - London, United Kingdom
**PLEASE RSVP HERE:** https://luma.com/mu2z83aj?tk=S9QtBb
\*\*
โRegistrations: 5:30 PM - 6:15 PM (food & drinks are taken care of)
Presentations: From 6:15 PM onwards
โ
โAI is everywhere - but what does it actually *mean* in practice?
โJoin **Will Martin, AI Evangelist**, for a clear, practical walkthrough of modern AI - based on his upcoming book *AI for Dummies (and actually)* \- and how it fits into your data stack and lakehouse\.
โ๐ **In this session:**
* โWhat *Agentic AI* really is (and how it differs from LLMs)
* โHow LLMs work under the hood (tokens, embeddings, context)
* โWhen to use fine-tuning, RAG, or prompt engineering
* โHow MCP connects AI to your data, APIs, and lakehouse
* โKey benefits, risks, and real-world considerations
โCut through the hype and understand how AI actually works - and how to use it.
**Next up: Alex Stuart ("Mr Motion")**
โWorking in Data Engineering at Confluent, Alex will break down how **Iceberg, Kafka, Flink, and Tableflow** come togetherโand what that means in the world of AI.
โExpect a practical look at building real-time, modern data architectures that power AI use cases.
โ**About Alex:**
Covers EMEA & APAC for the SME team at Confluent, helping customers solve complex, real-time data challenges and optimize lakehouse, warehouse, and analytics architectures.
**And last but not least: Alex Merced**
โHead of DevRel and author at OโReilly, Alex will walk you through key ideas from his latest book on **Agentic Analytics**\- and how to build data platforms that actually work for AI\.
โ๐ **What to expect:**
* โWhy data silos break AI agents
* โHow the **lakehouse, federation, and semantic layer** fit together
* โThe role of **Apache Iceberg, open catalogs, and modern architectures**
* โWhy agents need context, not just data
* โA practical roadmap toward autonomous, AI-driven analytics
โExpect a sharp, architecture-focused session connecting modern data platforms with the future of AI.
LJC Unconference 2026
Register: [https://www.eventbrite.co.uk/e/ljc-unconference-2026-tickets-1989306131189](https://www.eventbrite.co.uk/e/ljc-unconference-2026-tickets-1989306131189)
LJC Unconference 2026 is a chill, in-person meet-up where Java lovers share ideas and hack together.
**About the event:**
The LJC is delighted to announce our 20th Unconference!
Join us for a full day of discussions, knowledge sharing, learning, and networking with other developers in the industry.
There will be an opening keynote session followed by breakout discussion groups on the topics which are important to you. Catering is of course included, with a steady stream of coffee as well as breakfast on arrival, lunch and even afternoon tea.
Southern & London Microsoft Users June Meet Up - In Person & Virtual
**PLEASE RSVP with first and last name as we** **will need to register you with Building security!**
**Timings**
Arrival from 18:00
Food from 18:15
Talks from 18:45
**Details**
It's been a few months since our last event, but we're back in 2026 for our first organised event. Join us at our new home on the 31st floor of the Walkie Talkie building. We have some amazing speakers with a backdrop of incredible views across the city for a great evening of networking and socialising with fellow tech enthusiasts. Itโs the perfect way to celebrate a great start to the year that I hope many of you have hadโ all in the company of great people who share your passion for data and technology.
**Link for Remote**
*To be shared closer to day*
**Speakers**
๐ฃ๏ธ[Jack Tracey](https://www.linkedin.com/in/jacktracey93/) is the Senior Product Manager for AVM (Azure Verified Modules) on the Azure Deployments team in Azure Core. He has worked at Microsoft for over 6 years and continues to directly shape the direction of the Microsoft Catalog, including AVM but previous ALZ and Subscription Vending.
Join us as Jack takes us through an interactive deep dive into the evolution of AVM, where weโll bridge the gap between product management and engineering through AI-driven workflows and practical spec-kit implementation. This session explores how modern engineering shifts are shaping our frameworks and invites you to help shape the future of the upcoming AVM module updates in real-time.
๐๏ธ Save the date and be part of the first SLM event of 2026 where innovation meets inspiration! Connect with fellow tech enthusiasts, expand your network, and stay ahead of the curve in the ever-evolving tech landscape.
**Why Attend?**
* Hear from experts and leaders in the industry
* Network to help yourself grow and help others grow
* Free food and drinks
* Free spectacular views of the city
Everyone is welcome, whether you're a beginner just starting out with Azure or you've been in and around Azure since 2010 we hope getting likeminded people together will help build connections and grow knowledge.
DevOps Society x Elastic London Hack Night
Roll up your sleeves: we're teaming up with DevOps Society for our very **first London hack night**! Come along with your laptop and get ready to win a prize ๐
๐ **Limited spots** available so make sure you got yours by arriving on time. The event attendance will run on a first comes, first served basis.
This time, weโre doing something a little different, a hands on hack night where youโll get stuck into real-world observability, OpenTelemetry. and AI-powered workflows.
๐ **Location**
Elastic office, Davidson Building, 1st Floor, 5 Southampton St, London, WC2E 7HA
Note: please use Exeter St entrance as the main entrance is closed after 6pm. The hack night will happen in the Galactus room.
This isnโt your typical meetup, youโll be building and exploring in real-time:
* Spin up a demo microservices app using Docker
* Connect it to Elastic Observability
* Explore logs, metrics, and traces using OpenTelemetry
* Build and interact with AI-powered observability agents using Elastic MCP + Claude
Whether youโre deep into DevOps or just getting started, thereโs something here for everyone.
**๐ ๏ธ You will need**
1. Your laptop!
2. The following software installed on your laptop:
3. โ[Docker](https://docs.docker.com/get-started/get-docker/?utm_source=luma)
4. [Docker Compose](https://docs.docker.com/compose/install/?utm_source=luma)
5. โ[Claude Code](https://code.claude.com/docs/en/desktop?utm_source=luma)
6. โ`kubectl` and `minikube` as per the [Kubernetes install tools guide](https://kubernetes.io/docs/tasks/tools/?utm_source=luma)
โ**Setup**
โThe full setup instructions for the hack night are available [here](https://github.com/carlyrichmond/devops-society-elastic-hack-night?utm_source=luma).
โ**Tools to be used**
* โ[Elastic Observability](https://www.elastic.co/observability?utm_source=luma)
* โ[Elastic Agent Builder](https://www.elastic.co/docs/solutions/observability/get-started?utm_source=luma#create-an-obs-serverless-project)
* โ[Elastic Observability MCP App](https://github.com/elastic/example-mcp-app-observability?utm_source=luma#quick-start)
* โ*Note: you will need a local Claude Code installation to use the MCP App*
**๐ Agenda**
6:00pm โ 6:30pm โ Networking on arrival with food and drinks provided by Elastic
6:30pm โ 6:50pm โ Challenge and tools demo
6:50pm โ 8:30pm โ Hacking time
8:30pm โ 9:00pm โ 5-minute lightning demos
9:00pm โ Close and networking at a nearby pub
๐๏ธ **Hosts & Sponsors**
Hosted by Steve Wade and Carly Richmond
โ ๏ธ **Heads-up:** we also have a [mirror event with DevOps Society on Meetup](https://www.meetup.com/devops-society/events/314769583/). To keep things tidy on our side, please make sure you only sign up on **one** of the event pages โ not both. Thanks!
Data Analytics Events Near You
Connect with your local Data Analytics community
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)
**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
Stop Guessing: A Product Person's Guide to AI Adoption
## ๐ค Host Information
A co-hosted event by ProductTank Columbus & Women in Product Columbus
๐ก About the Workshop
AI adoption is stalling across organizations โ not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge.
This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow.
Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption โ no guesswork required.
๐ ๏ธ What to Bring
Laptop: Fully charged and ready to go.
AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!)
๐ Logistics & Perks
Food & Drink: Pizza and drinks provided!
Parking: Plenty of free spaces available on-site.
###
Efficient Region-of-Interest Detection with Guidance
**Abstract:** Motivated by the challenges of detecting extremely rare failures in sophisticated circuit design specifications, we study the problem of efficiently identifying multiple disjoint regions of interest (ROIs) โ regions of a continuous, high-dimensional parameter space where a complex, expensive-to-evaluate target function falls below or above a pre-specified threshold. We reframe this problem as a Bayesian sequential decision-making problem and, more broadly, as an instance of strategic agent behavior in continuous spaces: an agent that must allocate a hard evaluation budget intelligently, updating its belief about the unknown function after each observation and choosing the next query to maximize coverage of all disjoint failure regions rather than convergence to a single optimum.
This is a *hybrid* event. To attend online, join us on Zoom here at 6pm:
[https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1](https://iit-edu.zoom.us/j/89379230295?pwd=NdETyE5sdYuSrvsrBZXSBFkUESBVkg.1)
Meeting ID: 893 7923 0295
Passcode: 5t5WYn
**Sponsor**: Grainger will provide the meeting site, as well as snacks for the onsite participants.
* **Address:** 222 W Merchandise Mart Plaza, 18th Floor, Chicago, IL 60654
* **Grainger's Overview:** W.W. Grainger, Inc., is a leading broadline distributor with over $17 billion in revenue. At Grainger, We Keep the World Workingยฎ by serving more than 4.5 million customers worldwide with maintenance, repair, and operating (MRO) products and services delivered through innovative technology and deep customer relationships. Our machine learning team builds broadly across search, recommendations, product matching, computer vision, and generative AI.
* **Logistics**: To access the Grainger office, we require first and last names of those who RSVP'd by Jun 11. Please take the main elevators at the center of the Mart. Attendees will then present their IDs when they arrive at the front desk on the 18th floor.
Microsoft Build - Columbus Edition!
We are bringing Microsoft Build sessions to Columbus Ohio!
The Central Ohio Azure Meetup and Central Ohio .NET Developer's Group (CONDG) are coming together to bring some of the labs and breakouts from Microsoft Build to your backyard. In this free, 1 day event, you are going to Build stuff with us!
And yes, there will be free food.
Please RSVP via [Microsoft Build //localhost:columbus | Microsoft Reactor](https://developer.microsoft.com/en-us/reactor/events/27247/).
AI Agents 101: How to Make ChatGPT Do Actual Work
Most people still use AI like a search box: type one question, get one answer, repeat.
But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review.
In this beginner-friendly session, weโll demystify what AI agents actually are โ without hype or jargon. Weโll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity.
Weโll cover:
* What makes an AI โagentโ instead of just a chatbot
* How agents break tasks into steps
* Where agents are genuinely useful today
* Where they fail, hallucinate, or need human review
* How to design simple AI workflows for your own work
* A live demo of an AI agent-style workflow from start to finish
No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now.
LOGISTICS AND PARKING:
The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks!
The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.
NFT AI ART Columbus
NFT's are here to stay folks!
This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more.
**PLUS**
This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.





























