Data Mining

**The idea for this group is to build a community where men can gather together and build connections & learn and grow from each other.** How we start each meeting is by each of us checking in with our "roses and thorns" aka what are the good things and the bad things going on in your life recently? Then we will go into a topic discussion. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **COMMUNITY AGREEMENTS** \*\*THERE WILL BE A ZERO TOLERANCE POLICY FOR NO-SHOWS. IF YOU RSVP TO A MEETING AND FAIL TO SHOW UP WITHOUT NOTICE, YOU'LL BE REMOVED FROM THE GROUP. THIS IS TO PRESERVE THE INTEGRITY OF THE GROUP\*\* 1. Confidentiality - EVERYTHING that is shared NEVER leaves this space so that this space remains safe and sacred. There is a zero tolerance policy for this. If a man is in violation of this, they will be permanently removed from the group. 2. Non-Judgement - we respect and honor every man’s truth so that we may receive the same from others. While we may not agree on everything, we commit to respecting every man’s perspectives and engaging in honorable discussion with one another. 3. Be committed - honor your commitment to this group and to yourself. If you attend a meeting, please commit yourself fully to the meeting. Also be committed to your own journey. When we fail, we own it & clean it up. 4. Speak from the heart - this is NOT a space to “look good”, have the “right” answers, and have it all together. Relax and know you are not alone. Be exactly who you are within the safety of this space. 5. Be supportive - This means always willing to provide encouragement to your fellow men, encourage action and momentum in each other’s lives.. Be willing to challenge each other. Be willing to hold each other accountable. 6. Participation - what you receive from this community will be a reflection of what you put into it. Period. We ask that you share your perspectives, reflect on others, and give/receive support when and where it’s needed.

I have been studying the question of "self" online with Prof. Ellie Anderson and so I thought a prompt on the "self" might be interesting. Full confession: I had Claude create this prompt and I like it, so here goes: Imagine a thought experiment that merges two classic puzzles: > You undergo a procedure, performed neuron by neuron, in which every biological component of your brain is replaced with a functionally identical synthetic substitute. At each step, your behavior, memories, and personality remain unchanged. When the last neuron is swapped, is the consciousness experiencing the world still you? And — more pressingly — was there ever a continuous "you" to begin with? ### Questions to Wrestle With * If consciousness is purely physical, does the *gradual* nature of the replacement matter, or is it equivalent to being destroyed and rebuilt? * Could there be a "self" without continuity of experience — even moment to moment, while you sleep? On a more practical level, consider the simpler case first: **hemispherectomy** patients — people who have had an entire cerebral hemisphere surgically removed — often retain a strong sense of personal identity and continuity. This suggests "you" are not rigidly tied to specific physical material. But does that vindicate the synthetic neuron case, or merely show that identity is more *flexible* than we thought — not that it can survive *complete* substrate replacement? I used Claude so I could get this out today and let everyone have some time to consider it. Hope to see you at the Oracle. Sorry about the location change two weeks ago. That's what I get for trusting local weather predictions!

In this local meeting, you will discover knowledge that you can use to get over the past. The key to improving your personal motivation, self-confidence, and happiness is to get over your painful memories. When you become free of your past, you will be free from stress, anger, anxiety and depression. Studies show that negative emotions can affect your health. By being free of negative emotions, believe it or not, you will most likely even look younger, feel more energetic, and become healthier! Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is brought to you by the Dianetics and Scientology life improvement center.

This is a free, in-person meeting on the subject of betrayals, losses and how to get over them so you can build lasting relationships. Burdened by a stressful relationship? Unhealthy relationships can trigger feelings of anger, despair or self-doubt. They can create dwindling spirals of fights and seeking to make-up, or trying to “pin the blame” on someone or something. If you don’t find the RIGHT reasons, or select the correct sources of the problem, the problem can just get worse and worse. Whether in love or personal ties, with friends or at work, our life really IS affected by the quality of our relationships. Good ones can promote pleasure and survival while less optimum ones can lead to annoyance, anger, self-doubt, stress, or even affect our health and ability to survive well. Whether you are suffering from a divorce, or a painful break-up, don’t know who to trust (or who to CHOOSE) as a partner, friend, boss or employee - the anxiety of relationship troubles can really make a mess of things. Maybe you’ve suffered a betrayal, or are dealing with hostility or criticalness or invalidation. Dwindling relationships can involve destructive behavior, where we hurt those we love, or start succumbing to self-destructive thoughts, attitudes or behaviors that spiral out of control and affect much more than our immediate relationship. Past losses in love or life can affect how we act or react to new people and situations and hold us back from even starting to create new, possibly great relationships! How can one get back onto a saner course of action? Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life: human relationships! Break free from self imposed limitations Here we will discuss: • How to “erase” the trauma of past hurts and betrayals so that one isn’t always repeating past mistakes. • Why and how do the negative emotions of others affect you? • Why is my partner withdrawing and what can I do about it? • Why do we sometimes feel compelled to hurt the ones we love? • Fights & arguments - what's really behind them? • What underlies “corrosive criticism” or the need to invalidate self or others? • How one can stably change one’s outlook on life so they can affect positive change? • Where do compulsive destructive behaviors come from and what can be done about them? • How to form closer bonds & keep growing the relationships with the people you care about? • How to enhance one’s own ability to survive and create positive healthy relationships whether in love, family & friendships or in work, business or one’s career? Relationships can be hard and life itself IS challenging. Why not arm yourself with the knowledge and breakthroughs that have been made about the mind, mental reactions & interpersonal relationships, so that one has better awareness and control over themselves and life in general. Learn where painful experiences are “stored” and how they can unknowingly affect us. You will also find out how one can “erase” those past painful experiences so that one is free to move forward without being tripped up by the past. Learn too, about what can lead some people to become “toxic” personalities and how to identify those traits in others so you won’t be tripped up trusting the wrong person. Our free Meet-ups occur in a safe environment where one can learn, without fear of judgment or criticism, and without the recommendation of harmful mental techniques or therapies, just how YOU can get yourself onto a happier & more successful path: in love & in life. We look forward to having you join us! This class is sponsored by the Dianetics & Scientology Life Improvement Center of Central Ohio.

Official Attendee Registration Site --> [https://www.eventbrite.com/e/joyfest-presented-by-zoras-house-tickets-1986849414082?aff=ebdsoporgprofile](https://www.eventbrite.com/e/joyfest-presented-by-zoras-house-tickets-1986849414082?aff=ebdsoporgprofile) JoyFest is a vibrant festival celebrating women+ of color entrepreneurs, artists, and creatives—shop, connect, and experience joy. Get ready for a joyful, high-energy celebration of creativity, culture, and community at **JoyFest**! JoyFest is a vibrant marketplace and experience that brings together some of the most talented women+ of color entrepreneurs, artists, and creatives. From handcrafted goods and unique fashion to art, wellness products, and delicious food, this is your chance to discover and support incredible local businesses—all in one place. But JoyFest is more than a market—it’s a movement. Rooted in economic empowerment and community connection, the event creates space to celebrate the brilliance, innovation, and growing impact of women of color. Expect great music, dynamic energy, and an atmosphere that centers joy, abundance, and collective support. Whether you’re shopping, networking, or just soaking it all in, JoyFest is the place to be. Come ready to explore, connect, and invest in a future where creativity and community thrive. ✨ Shop. Celebrate. Support. Experience JoyFest.

Come join CORGSCON the Columbus, Ohio retro gaming expo at the Bricker Building – Ohio Expo Center June 6th-7th Saturday: 11am-6pm Saturday After Party: 6PM – 10PM Sunday: 11am-4pm PLEASE NOTE: RSVP for this event does NOT give you access to the event. Please buy tickets for the event on the website here or onsite at the event: [https://www.corgscon.com/tickets/](https://www.corgscon.com/tickets/) We'll have COGG game developers there showcasing their games alongside the [GDEX game expo](https://www.thegdex.com/) also happening later this year. Find out more here: [https://www.corgscon.com/](https://www.corgscon.com/)

**🎶 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. 💃 ✨

**💝 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. 🥰 ✨

**⚡ 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? 👑 ✨

**💖 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 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. 🦋 ✨

**💓 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. 💓 ✨

**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.

## 🤝 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. ###

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

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. So please RSVP for a head count!

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.