Data Mining

**🎶 BTS Is Coming – Port St. Lucie K-Pop Random Dance Party!** K-pop fans in Port St. Lucie, this one's for you. We'll put on the music, call random songs, and dance together. BTS tracks, K-pop bangers, all of it. Come ready to move. **🔞 18+ only.** This is an adults-only event. --- 🎶 **What to expect:** - A chance to meet Port St. Lucie locals who love K-pop as much as you do - Random play dance to BTS and K-pop hits - Fan chants, singalongs, and pure concert energy - Random song calls — jump in when you know the choreo **Event Details** - **Format:** In-person random play dance – Port St. Lucie fans only - **Vibe:** Loud, fun, and full of Port St. Lucie K-pop fans - **Age:** 18+ only **How It Works** 1. **Show up** – RSVP and come ready to dance. 18+ only. 2. **The music starts** – We go random play dance format. Song called, fans jump in. 3. **Full BTS section** – We dedicate a proper block to BTS to get everyone hyped for the concert. 4. **Fan time** – Between rounds, meet fellow Port St. Lucie fans and share concert plans. 💡 **Tip:** Even if you don't know every move, come and vibe. The energy is the point. --- ✨ See you on the dance floor, Port St. Lucie. 18+ only. 💃 ✨

**⚡ BTS Is Coming – Hialeah K-Pop Random Dance Party!** With BTS on their way, it's time to get the fan energy going in Hialeah. We'll put on the music, call random songs, and dance together. BTS tracks, K-pop bangers, all of it. Come ready to move. **🔞 Adults only — 18+.** Please only RSVP if you are 18 or over. --- 🎶 **What to expect:** - All levels welcome — know the moves or just vibe along - Fan chants, singalongs, and pure concert energy - Random song calls — jump in when you know the choreo - Celebration vibes ahead of the BTS concert **Event Details** - **Format:** In-person K-pop fan gathering with random dance - **Vibe:** Loud, fun, and full of Hialeah K-pop fans - **Age:** 18+ only **How It Works** 1. **Come along** – RSVP below and show up on the day. 18+ only. 2. **Random play dance begins** – Music plays, a song gets called, fans who know it jump in. 3. **BTS set included** – We'll make sure the BTS catalogue gets plenty of play. 4. **Meet the fans** – Connect with Hialeah locals who love K-pop as much as you. 💡 **Tip:** Wear comfortable shoes — you'll be on your feet the whole time. --- ✨ Random dance, BTS vibes, great people. What more do you need? 👑 ✨

**💝 Orlando Virtual Speed Dating — Hosted on Zoom** Online speed dating for Orlando locals — personality matched, hosted live on Zoom. **Choose your age range to sign up:** - **Ages 18-32** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=Orlando&groupurlname=join-our-circle-of-serious-singles&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=Orlando&groupurlname=join-our-circle-of-serious-singles&ar=30-46&face_v=3.0) - **Ages 40-58** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=Orlando&groupurlname=join-our-circle-of-serious-singles&ar=40-58&face_v=3.0) - **Ages 55+** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=Orlando&groupurlname=join-our-circle-of-serious-singles&ar=55+&face_v=3.0) **⚠️ Important: RSVP ≠ registration.** To join, pick your age group below and complete the quiz. Capacity is limited. --- **How It Works** 1. **Register** – Pick your age group above and sign up. 2. **Take the quiz** – Short personality quiz so we can match you well. 3. **Join on Zoom** – Your host will guide you through every round. 4. **Get matches** – Mutual matches sent after the event. --- ✨ Speed dating from home — easy, matched, and fun. 🥰 ✨

**💞 Online Speed Dating – Real Tampa Locals, Live on Zoom** Ditch the apps. Meet Tampa singles face-to-face on Zoom tonight. We match you with compatible Tampa locals using a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds while a host guides the session. **✅ RSVP here and we'll take care of the rest.** After you RSVP, the host will message you directly with the personality quiz and Zoom details. Spots are limited. --- 🎯 **Perfect for:** - Anyone curious about speed dating in a relaxed setting - Introverts who shine in one-on-one conversations - People re-entering the dating scene after a break - Busy professionals who don't want to waste evenings **Event Details** - **Format:** Live on Zoom – guided rounds from your home - **Location:** Wherever you're comfortable – no venue, no travel - **Host:** Professional host keeping the evening smooth and relaxed - **Vibe:** Casual, easy-going conversations with Tampa singles - **Tech:** Zoom, webcam, and a stable connection - **Duration:** Roughly 90 minutes **How It Works** 1. **Grab your spot** – Hit RSVP above to join the list. 2. **Watch for a host message** – The host will send you a short personality quiz after your RSVP. 3. **Complete the quiz** – A quick personality quiz so we can find your best matches. 4. **Log in on the night** – Connect to the Zoom session from home. The host runs the show. 5. **Speed date** – One-on-one rounds with personality-matched Tampa locals. Matches shared afterwards. ⭐ *"I was nervous but the host made it effortless. Met someone wonderful first try."* – Tampa single **Frequently Asked Questions** **Is my info private?** Absolutely. Contact details are only exchanged on mutual match. **How long are the chats?** A few minutes each — just enough to get a sense of someone. **What happens after?** Mutual matches are sent out after the event. **Do I need anything besides Zoom?** Just Zoom, a webcam, and Wi-Fi. That's it. --- ✨ Your next match could be one RSVP away. 🦋 ✨

**💖 St. Petersburg Online Speed Dating on Zoom** Join from home and meet real St. Petersburg singles in guided one-on-one Zoom rounds. Matched by age and personality. **Choose your age range to sign up:** - **Ages 18-32** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=St.%20Petersburg&groupurlname=join-our-circle-of-serious-singles&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=St.%20Petersburg&groupurlname=join-our-circle-of-serious-singles&ar=30-46&face_v=3.0) - **Ages 40-58** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=St.%20Petersburg&groupurlname=join-our-circle-of-serious-singles&ar=40-58&face_v=3.0) - **Ages 55+** → [REGISTER HERE](https://theliveround.com/product?productId=531.0&productType=onlineSpeedDating&city=St.%20Petersburg&groupurlname=join-our-circle-of-serious-singles&ar=55+&face_v=3.0) **⚠️ Your RSVP doesn't confirm a place.** Click your age group below, register, and take the personality quiz. Spots are limited. --- **How It Works** 1. **Register** – Pick your age group above and sign up. 2. **Take the quiz** – Short personality quiz so we can match you well. 3. **Join on Zoom** – Your host will guide you through every round. 4. **Get matches** – Mutual matches sent after the event. --- ✨ Sign up, take the quiz, and meet St. Petersburg singles tonight. 💞 ✨

**💓 Online Speed Dating – Real Miami Locals, Live on Zoom** Speed dating from home — connect with real Miami singles on Zoom. Quick, hosted rounds on Zoom with Miami singles paired to your age group and personality. No awkward pauses — just natural conversation. **✅ RSVP here and we'll take care of the rest.** After you RSVP, the host will message you directly with the personality quiz and Zoom details. Spots are limited. --- 🎯 **Perfect for:** - Anyone who likes connecting online before meeting face-to-face - Introverts who shine in one-on-one conversations - Anyone curious about speed dating in a relaxed setting **Event Details** - **Format:** Zoom video session – short timed rounds - **Location:** From home – all you need is Wi-Fi and a webcam - **Host:** Professional host keeping the evening smooth and relaxed - **Vibe:** Great energy, real people, authentic conversation **How It Works** 1. **RSVP below** – Click RSVP to reserve your place. 2. **The host will contact you** – After RSVP, you'll get a message with the personality quiz so we can pair you well. 3. **Answer the personality quiz** – Takes just a few minutes and makes the matching much better. 4. **Hop on Zoom** – You'll receive the Zoom link before the event. The host handles the rest. 5. **Chat & match** – Quick timed rounds with Miami singles, then mutual matches sent out after. **Frequently Asked Questions** **What if I'm shy?** The virtual setting and hosted rounds keep things comfortable for everyone. **Is my info private?** Absolutely. Contact details are only exchanged on mutual match. **When will the host contact me?** Usually within a day or two of your RSVP, well before the event. **Do I need anything besides Zoom?** Just Zoom, a webcam, and Wi-Fi. That's it. --- ✨ Real people, real conversations — all from your home. RSVP to join us. 💓 ✨

Who’s up for a pizza night at the highly requested Pizza House? 🍕🍻 Join us at for great pizza, good laughs, and even better company! Come hungry and ready for a cheesy good time.

**👑 K-Pop Random Dance Party in Orlando – Let's Celebrate BTS!** Before BTS hits the stage, let's hit the dance floor together in Orlando. Random play dance is simple: the music plays, someone calls the song, and fans who know the choreo jump in. It's chaotic, joyful, and the best way to celebrate BTS season. **🔞 Adults only — 18+.** Please only RSVP if you are 18 or over. --- 🎶 **What to expect:** - Random play dance to BTS and K-pop hits - A welcoming crowd of Orlando K-pop fans - All levels welcome — know the moves or just vibe along - Random song calls — jump in when you know the choreo - Celebration vibes ahead of the BTS concert - BTS concert hype with fellow fans **Event Details** - **Format:** Casual group dance session – BTS and K-pop hits - **Vibe:** Pure K-pop joy — no judgement, just dancing - **Age:** 18+ only **How It Works** 1. **RSVP and arrive** – Just turn up ready to move. 18+ only. 2. **Random play dance begins** – Music plays, a song gets called, fans who know it jump in. 3. **Full BTS section** – We dedicate a proper block to BTS to get everyone hyped for the concert. 4. **Hang and connect** – Chat with other Orlando K-pop fans between dance rounds. **Frequently Asked Questions** **What should I wear?** Comfortable clothes you can move in. No dress code — just be ready to dance. **Is this connected to the BTS concert?** This is a fan-organised meetup to celebrate BTS season. Not affiliated with the official concert. **Do I need to come with a group?** Not at all. Most people come solo and meet others on the night. --- ✨ The concert is coming. Let's start the hype now. 🫶 ✨

Dodgeball is back again! If you’ve been wanting to come out, this is an easy one to join. We’ll be playing for about 1.5 to 2 hours, you do not need to bring any equipment, and no experience is needed. We use a specific set of rules and equipment to make the games run better and keep them fun for everybody, not just people who already know how to play. If it rains, the event will be canceled.

**🦋 Speed Dating from Home – Meet Cape Coral Singles Live on Zoom** Genuine conversations with real locals — all from your living room. We match you with compatible Cape Coral locals using a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds while a host guides the session. **✅ Grab your spot by RSVPing.** The host will send you a personality quiz and Zoom details directly after you RSVP. Don't leave it too late — places fill up. --- 🎯 **Perfect for:** - People re-entering the dating scene after a break - Anyone who likes connecting online before meeting face-to-face - Singles in Cape Coral who want to meet people from home **How It Works** 1. **RSVP below** – Click RSVP to reserve your place. 2. **Check your Meetup messages** – The host will reach out with a personality quiz to match you with compatible Cape Coral singles. 3. **Complete the quiz** – A quick personality quiz so we can find your best matches. 4. **Log in on the night** – Connect to the Zoom session from home. The host runs the show. 5. **Chat & match** – Quick timed rounds with Cape Coral singles, then mutual matches sent out after. **Event Details** - **Format:** Live on Zoom – guided rounds from your home - **Location:** From home – all you need is Wi-Fi and a webcam - **Host:** Experienced host steering the session - **Vibe:** Great energy, real people, authentic conversation - **Privacy:** Contact info only shared when both match - **Tech:** Zoom, webcam, and a stable connection - **Rounds:** Multiple short one-on-one rounds - **Matches:** Mutual matches sent out after the event 💡 **Tip:** Good lighting and a clean background make a big difference. **Frequently Asked Questions** **Do I need anything besides Zoom?** Just Zoom, a webcam, and Wi-Fi. That's it. **How long are the chats?** A few minutes each — just enough to get a sense of someone. **What if I'm shy?** The virtual setting and hosted rounds keep things comfortable for everyone. --- ✨ Your next match could be one RSVP away. 🥰 ✨

**🥰 Online Speed Dating via Zoom – Connect with Port St. Lucie Singles Tonight!** We pair you by personality and age so every conversation feels natural. It's simple: complete a short personality quiz, jump on Zoom, and meet Port St. Lucie singles in guided one-on-one rounds. Matches shared afterwards. **✅ Grab your spot by RSVPing.** The host will send you a personality quiz and Zoom details directly after you RSVP. Don't leave it too late — places fill up. --- 🎯 **Perfect for:** - Singles who prefer a hosted, structured experience - Busy professionals who don't want to waste evenings - Singles in Port St. Lucie who want to meet people from home - People re-entering the dating scene after a break - Anyone who likes connecting online before meeting face-to-face **Event Details** - **Format:** Virtual on Zoom – hosted and well-structured - **Location:** From home – all you need is Wi-Fi and a webcam - **Host:** Professional host keeping the evening smooth and relaxed - **Vibe:** Laid-back one-on-one chats with Port St. Lucie locals - **Tech:** Zoom, webcam, and a stable connection - **Duration:** Roughly 90 minutes - **Matches:** Mutual matches sent out after the event - **Rounds:** Multiple short one-on-one rounds **How It Works** 1. **RSVP here** – Secure your spot on Meetup. 2. **Check your Meetup messages** – The host will reach out with a personality quiz to match you with compatible Port St. Lucie singles. 3. **Complete the quiz** – A quick personality quiz so we can find your best matches. 4. **Hop on Zoom** – You'll receive the Zoom link before the event. The host handles the rest. 5. **Chat & match** – Quick timed rounds with Port St. Lucie singles, then mutual matches sent out after. **Frequently Asked Questions** **Do I need experience?** Not at all. The host walks you through everything. **How long are the chats?** A few minutes each — just enough to get a sense of someone. **Do I need anything besides Zoom?** Just Zoom, a webcam, and Wi-Fi. That's it. --- ✨ Real people, real conversations — all from your home. RSVP to join us. ❤️‍🔥 ✨

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **Want to sponsor the pizza and/or bar tab?** Please contact me if you would like to sponsor this meetup's pizza and/or bar tab: angelo@mandato.com

**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) — 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 Working® 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.

Join the Columbus AI community for a special event. **Battle of the Personal Agents** is your chance to see what people are actually building with AI agents and personal automation systems. Whether you’re running OpenClaw, Hermes, or a completely custom solution, bring your agent and show the community how it works. We’re interested in real-world implementations: the problems your agent solves, how you use it day-to-day, how it’s hosted and managed, how you built it, and why you’ve chosen to keep using it. Live demonstrations are encouraged, so be prepared to show your code, architecture, workflows, and your agent performing real tasks. This is less about polished presentations and more about sharing practical experience, comparing approaches, and learning from one another. If you’d like to present, please contact Chris Slee (via meetup) before the event so we can allocate enough time for everyone’s demonstrations. Come ready to show what you’ve built, discover what others are doing, and maybe find a few ideas worth taking home. 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.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

Click Here For More Videos: https://www.facebook.com/share/r/17bwkttXhV/ *********************************** Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa. These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all. Swerve Dance & Fitness Complex 640 Lakeview Plaza Blvd A, Worthington, OH 43085 Bachata 7pm-8pm Salsa 8pm-9pm $15 - One Lesson $20 - Both Lessons

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — 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 — no guesswork required. 🛠️ 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!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

Join the CONNECTED Westerville Mastermind Group for a dynamic afternoon of B2B networking! This event is perfect for professionals looking to expand their business connections, share insights, and foster collaboration within the community. Whether you are a seasoned entrepreneur or just starting out, this event offers a valuable opportunity to exchange ideas, build relationships, and grow your network in a supportive environment. Connect with like-minded individuals, explore potential partnerships, and discover new opportunities for professional growth. Don't miss out on this chance to enhance your business network and take your career to the next level with CONNECTED Westerville Mastermind Group! We meet the 4th Monday of every month from 11am-1pm. Welcome and general networking from 11am - 11:30am with core meeting 11;30 - 12:30 and a final round of networking from 12:30 - 1pm.