Big Data in Cloud

[The Board Walks](http://www.theboardwalks.com/) are for curious people who love deep conversations. If that sounds like you, **bring a thoughtful topic** and join us for a 5-mile walk (10,000+ steps!). **HOW IT WORKS** **Step 1: Bring a topic** Before you arrive, think of **one** topic you want to explore. A question. A thought that's been on your mind. An obsession you want to geek out on. This is your ticket to the event. **Step 2: Circle up & share** We gather in a circle. Your friendly walk host gives a speech to set the tone. Everyone shares: your name, what you're grateful for, and your topic. That's it. 60 seconds. **Step 3: Walk, talk & float** We walk 5 miles. You naturally drift into conversation with 2-3 people at a time, pulled by topics that spark your curiosity. When you're ready to move on, just say: "I'm going to float!" **Step 4: Feel more alive** Two hours flies by. You're back where you started — but you feel different. More alive. More energized. More connected to yourself and others. That's why regulars join 20+ times. *For more details, read our [Orientation Guide.](https://www.theboardwalks.com/orientation)* **HOW TO BRING A GREAT TOPIC** A great topic = something you're genuinely curious about. Recent topics include: * "What are you passionate about right now?" * "What makes a good friend?" * "What's a belief you used to hold that you've completely changed?" * "How do you want to be remembered?" * "What would you do if money wasn't a factor?" Think of your topic like the dish you're bringing to our conversational potluck. If everyone brings an A+ dish (i.e. energizing, uplifting, expansive), we'll all walk away feeling lighter and brighter. **WHAT TO EXPECT** This isn't a fitness event with casual chitchat. It's a walking think tank where we explore life's big questions together, beyond small talk. *If you're looking for light banter or a standard networking event, this probably isn't the right fit.* But if you crave depth, genuine connection, and conversations that make you feel alive? You'll love it here. **FAQ** * Wear casual athletic attire and sneakers. It's a long walk! * We have multiple first-timers at each event. We work hard to create a welcoming, inclusive, clique-free space. * We welcome people of **all** ages, backgrounds, and industries who align with the [intention](https://www.theboardwalks.com/ground-rules) of this space. * Rain or shine, we've been out here nearly every week since July 2022. If the event is cancelled, we'll let you know. * Dogs, babies in strollers, parents, and friends are welcome — please text/email them the event link so they can RSVP and prepare a topic! **LOGISTICS** * If you'll arrive over 10 minutes late, we suggest skipping the event. It's hard to find us once we start walking, and your host can't answer messages during the event. * This walk is designed for everyone to *move together at the same steady pace* (about 20 min/mile). This format works best when the whole group moves in unison. If you have mobility limitations, we kindly encourage you to find an event better suited to your needs. * Read our [Orientation Guide](https://www.theboardwalks.com/orientation) for full details. * If you enjoy the event, send **[this](http://www.theboardwalks.com/)** to a friend or sign up for our **[newsletter](https://theboardwalks.beehiiv.com/)**. We're in multiple cities with more on the way. 🤠👋 **IF YOU WANT TO GO DEEPER...** [The Board](https://stan.store/ellebeecher/p/the-board) is the next step: a high-trust collective for renaissance people devoted to creating, connecting, and building lives that light us up. * This is a global HQ for people who crave big talk, deep connection, and dream collaborations with people across industries. If the walks feel like a spark... The Board is the fire. Apply [here](https://stan.store/ellebeecher/p/the-board).

Join the weight loss in Columbus group at the Scioto Audubon Park for an in person meeting. We'll meet to chat casually, talk about goals and enjoy one of Columbus's wonderful parks. We'll meet at one of the outdoor shelters, which is covered in case of rain, is close to some walking trails, and there's also a climbing gym that people can try out (my favorite past time) if people are interested. Let's meet and see where we can take things!

Short North Street Skates return Saturday, April 4 and we’re excited to get back rolling together. These weekly rollouts are a chance to move through the city as a group, build community, and create more visibility for skating and small-wheeled movement in Columbus. Details: Meet: 1160 N High St 9:30 AM meet 10:00 AM rollout All wheels welcome We’ll be skating through the Short North and surrounding areas at a steady, social pace. Routes will use a mix of streets and bike lanes, so comfort navigating the city is helpful, but you don’t need to be an expert. If you’ve been meaning to come out, this is a great place to start. Come solo or bring a friend!

**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.

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/)

Big Ohio Book Con "A convention for book lovers all over Ohio (and beyond)! Author panels, signings, bookish vendors, meet & greets, and more!" Featuring more than 100 authors, more than 50 bookish vendors, and plenty of exciting activities throughout the event! Travel with fellow book lovers or meet us at the event. Park for free at the Medina Convention Center, 735 Lafayette Rd., Medina, Ohio 44256, then hop aboard one of the free shuttles whenever you’re ready for your next bookish adventure! The convention spans three neighboring locations, giving you even more to explore and enjoy.

**💗 Speed Dating from Home – Meet Jacksonville Singles Live on Zoom** We pair you by personality and age so every conversation feels natural. Each round is a brief one-on-one Zoom chat with a Jacksonville local paired by age and personality. A host keeps the pace comfortable. **✅ RSVP to secure your spot.** The host will reach out after your RSVP with a quick personality quiz to help us pair you with compatible Jacksonville singles. --- 🎯 **Perfect for:** - Singles in Jacksonville who want to meet people from home - Anyone curious about speed dating in a relaxed setting - Anyone who likes connecting online before meeting face-to-face **Event Details** - **Format:** Hosted on Zoom – one-on-one video dates - **Location:** Wherever you're comfortable – no venue, no travel - **Host:** Experienced host steering the session - **Vibe:** Laid-back one-on-one chats with Jacksonville locals - **Rounds:** Multiple short one-on-one rounds - **Privacy:** Contact info only shared when both match **How It Works** 1. **RSVP here** – Secure your spot on Meetup. 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. **Meet your matches** – Cycle through short chats, then see who you clicked with after the event. 💡 **Tip:** Check your Zoom setup and pick a quiet, well-lit spot ahead of time. **Frequently Asked Questions** **What's the personality quiz for?** It helps us match you with compatible people. The host will send it after your RSVP. **How long are the chats?** A few minutes each — just enough to get a sense of someone. **How do I get the Zoom link?** The host will message you directly after your RSVP with everything you need. --- ✨ Speed dating from home — easy, fun, and personality matched. ✨ ✨

**🎶 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. 💃 ✨

**👑 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. 🫶 ✨

**⚡ 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? 👑 ✨

**🎶 Jacksonville K-Pop Fan Meetup – Random Dance Party Before BTS!** Before BTS hits the stage, let's hit the dance floor together in Jacksonville. We're getting together for a K-pop random dance party — think random play dance, BTS anthems, and a room full of people who know every move. **🔞 This event is strictly 18+.** --- 🎶 **What to expect:** - Celebration vibes ahead of the BTS concert - All levels welcome — know the moves or just vibe along - Random play dance to BTS and K-pop hits - A welcoming crowd of Jacksonville K-pop fans - Random song calls — jump in when you know the choreo **Event Details** - **Format:** Live fan meetup with random play dance format - **Vibe:** Pure K-pop joy — no judgement, just dancing - **Age:** 18+ only **How It Works** 1. **Show up** – RSVP and come ready to dance. 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 Jacksonville K-pop fans between dance rounds. 💡 **Tip:** Brush up on your favourite BTS choreo beforehand. Butter, Dynamite, DNA — your call. **Frequently Asked Questions** **Do I need to come with a group?** Not at all. Most people come solo and meet others on the night. **Is this really 18+?** Yes — strictly 18+. Please only RSVP if you are 18 or over. --- ✨ See you on the dance floor, Jacksonville. 18+ only. 🎤 ✨

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

**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)

QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.

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

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!

Couldn't make Knowledge? Or want to debrief the dancing robots or Autonomous Workforce? Join us for a Knowledge '26 recap, insights sharing, a couple rounds of golf, and fun at Topgolf. As always, drinks and food will be provided. More details to come — mark your calendar, RSVP, and save your spot today!

We are going to build together with all the CLIs! E will be doing it at Columbus Code and Coffee Agenda --- Hosted By James Power, Organizer Pete Gordon, Organizer Just a Software Guy in the age of the Internet. Complete your event RSVP here: https://gdg.community.dev/events/details/google-gdg-columbus-presents-ai-improv-lets-build-a-game-together-with-claude-code-codex-and-gemini-and-be-the-judge/.