Big Data Use Cases

Join Neurospicy Columbus at the Stauff's for coffee and then a stroll through the Book Loft nearby! This will be a friendly chat for like minded individuals with Autism and/or ADHD (or somewhere on the Neurodiverse Spectra).

A WiA Collective Wisdom Exchange At the start of this year, we gathered to look back, set intentions, and imagine the next chapter. This is the follow-up. Not a check-in. Not a progress report. A small, facilitated circle to reconnect with what you said mattered — and honestly explore what’s actually happening now. Together, we’ll explore: • What you intended at the start of this year - and what that looks like three months in • What’s surprised you, supported you, or shifted • What the next chapter needs now that you know what you know If you were at our January gathering, bring whatever you made or wrote — your word, your artifact, your intention. We’ll look at it with fresh eyes. If this is your first time, you belong here too. You’ll start where we all started: with what’s true right now. Optional art materials will be available for anyone who wants to reflect creatively alongside conversation. If you brought something home from January, you’re warmly invited to bring it back. The intention is the same as always: everyone leaves feeling more clear, more connected, and a little lighter. Space is intentionally limited to keep the experience intimate. What to Expect • A small, welcoming circle (not a large meetup) • Structured conversation so everyone has space to speak • Reflection, listening, and lived experience — not advice-giving • Optional creative reflection alongside conversation • A calm, supportive environment Who This Is For Women and underrepresented folks working in or around agile, product, technology, leadership, or organizational change — especially those looking for honest conversation and community beyond frameworks and buzzwords. Good to Know • No preparation required • If you attended in January, we invite you to bring anything you created or wrote (or something that represents your intention at the start of the year) - it’s optional but invited • Participation is invitational; listening is always welcome • Creative activities are optional

Early-bird coffee and conversation at [Grandview Grind](https://www.facebook.com/profile.php?id=100063534163841)!

**💓 Speed Dating on Zoom – Personality Matched for Indianapolis Locals** This online speed dating format leans into the human side: strong hosting, repeat attendees, and a sense that the event is part of a growing community. A hosted online speed dating experience for Indianapolis locals. Join from home, get paired with Indianapolis singles your age, and have real conversations on Zoom. A host manages everything so you can just relax and enjoy. **Pick your age group and sign up:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=circle-of-singles-connecting-in-person&ar=18-32&face_v=1.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=circle-of-singles-connecting-in-person&ar=30-46&face_v=1.0) - 💡 **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=circle-of-singles-connecting-in-person&ar=40-58&face_v=1.0) **⚠️ Your RSVP doesn't guarantee a place.** Click your age group link below, register, and take the personality quiz to lock in your spot. Limited places. --- 🎯 **Great fit for:** - Singles in Indianapolis who want to meet people from home - Introverts who shine in one-on-one conversations - Indianapolis locals after personality-matched dates **How the event unfolds** 1. **Pick your age group** – Register through your link above. 2. **Fill in the matching quiz** – Helps us find your ideal matches for the evening. 3. **Join on Zoom** – Click the link, jump on, and the host handles the rest. 4. **Chat** – Quick timed rounds with Indianapolis singles paired to you. **At a glance** - **Format:** Live on Zoom – guided rounds from your home - **Location:** Wherever you're comfortable – no venue, no travel - **Host:** Experienced host steering the session 💡 **Tip:** Good lighting and a clean background make a big difference. --- ✨ Register, take the quiz, and connect with Indianapolis locals tonight. 💞 ✨ Short-form version for faster scanning. Concise by design so people can decide quickly. 🤝 **Community angle** - The atmosphere is guided, social, and easy to join - The host keeps the pace clear and the room welcoming - Repeat attendees help create familiarity and momentum That community angle is deliberate: better conversations, more familiar faces, and stronger momentum over time.

**🫶 Virtual Speed Dating – Indianapolis Singles, Curated by Personality** Online speed dating for Indianapolis locals — hosted live on Zoom, personality matched. We match you with compatible Indianapolis locals using a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds while a host guides the session. **Register under your age group:** - ⚡ **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=30-46&face_v=3.0) **⚠️ RSVP alone won't secure your spot.** You need to register through your age group link below and complete the personality quiz. Places are limited. --- 👥 **Best for:** - Singles who prefer a hosted, structured experience - Indianapolis locals after personality-matched dates ⭐ *"Ideal for introverts. Felt at ease the entire time."* – Indianapolis attendee **At a glance** - **Format:** Live on Zoom – guided rounds from your home - 💡 **Location:** Your space – couch, desk, wherever suits you 🔄 **What to expect** 1. **Register** – Select your age group above and sign up. 2. **Take the personality quiz** – We use it to pair you with compatible Indianapolis singles. 3. **Log in** – Connect to the Zoom session from home. The host runs the show. 💡 **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. **What's the personality quiz for?** **Is my info private?** --- ✨ Meet Indianapolis singles from home. Sign up and we'll take care of the rest. 💖 ✨ Quick version: this one gets straight to the point. Everything important, without the extra padding.

**💝 Meet Columbus Singles Tonight – Hosted Speed Dating on Zoom** A hosted online speed dating experience for Columbus locals. Join from home, get paired with Columbus singles your age, and have real conversations on Zoom. A host manages everything so you can just relax and enjoy. **Choose your age range to register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Columbus&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=30-46&face_v=3.0) **⚠️ RSVP alone won't secure your spot.** You need to register through your age group link below and complete the personality quiz. Places are limited. --- 🎯 **Especially useful for:** - 💡 Singles in Columbus who want to meet people from home - 💡 First-timers new to speed dating 🛠 **What the flow looks like** 1. **Register** – Select your age group above and sign up. 2. **Fill in the matching quiz** – Helps us find your ideal matches for the evening. 3. **Hop on Zoom** – Join the call and your host will walk you through it. 🗂 **Quick details** - **Format:** Hosted on Zoom – one-on-one video dates - 🚀 **Location:** Your space – couch, desk, wherever suits you 💡 **Tip:** Just be yourself. That's always the best approach. **Frequently Asked Questions** **How long are the chats?** A few minutes each — just enough to get a sense of someone. **What if I'm shy?** --- ✨ Register, take the quiz, and connect with Columbus locals tonight. 🦋 ✨ Quick version: this one gets straight to the point. Everything important, without the extra padding.

**🦋 Online Speed Dating – Real Detroit Locals, Live on Zoom** We pair you by personality and age so every conversation feels natural. Quick, hosted rounds on Zoom with Detroit singles paired to your age group and personality. No awkward pauses — just natural conversation. **Choose your age range to register:** - 💡 **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Detroit&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=18-32&face_v=3.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Detroit&groupurlname=dynamic-local-singles-speed-dating-meetup&ar=30-46&face_v=3.0) **⚠️ RSVP alone won't secure your spot.** You need to register through your age group link below and complete the personality quiz. Places are limited. --- 👥 **Best for:** - 🔥 Busy professionals who don't want to waste evenings - People re-entering the dating scene after a break 🛠 **What the flow looks like** 1. **Register** – Select your age group above and sign up. 2. **Take the personality quiz** – We use it to pair you with compatible Detroit singles. 3. **Join on Zoom** – Click the link, jump on, and the host handles the rest. **At a glance** - **Format:** Hosted on Zoom – one-on-one video dates - **Location:** From home – all you need is Wi-Fi and a webcam ⭐ *"So much better than apps. Actual conversations with real people."* – Detroit attendee **Frequently Asked Questions** **How long are the chats?** A few minutes each — just enough to get a sense of someone. **What's the personality quiz for?** **What happens after?** --- ✨ Register, take the quiz, and connect with Detroit locals tonight. 🦋 ✨ Quick version: this one gets straight to the point. Fast to read, easy to act on.

Walk for Children - 2026 Save Soil Walkathon in Columbus 🌍 Over 52% of the world soil is degraded and scientists warn we may have only a few decades of fertile soil left. As Sadhguru shares, soil is a living system—and when it degrades, our food, health, and future are at risk. https://www.youtube.com/watch?v=hyT-6qiubd0 🚶‍♂️🌎This Earth Day, Join the Walk for Children-2026 SaveSoil 5K Walkathon here in Columbus and help raise awareness about soil for the future of our children! Every step you take helps: ✔️ 1. Raise awareness in your communities about protecting and restoring soil. ✔️ 2. Supports sustainable food systems. ✔️ 3. Helps secure our children’s future. 📅 Date: April 26, 2026 📍 Location: Scioto Audubon Metro Park Check-in address 400 W Whittier St, Columbus, OH 43215 ⏰ Time: 8:30 a.m. check-in event starts at 9:30 a.m. 👉 Register here: https://www.eventbrite.com/e/walk-for-children-2026-save-soil-walkathon-in-columbus-registration-1986596534713?aff=oddtdtcreator 👉🏼Free and Open to All. Share this message and bring your neighbours, friends & family along to celebrate our planet! Let’s make it happen!

**✨ Speed Dating from Home – Meet Indianapolis Singles Live on Zoom** This online speed dating format leans into the human side: strong hosting, repeat attendees, and a sense that the event is part of a growing community. Ditch the apps. Meet Indianapolis singles face-to-face on Zoom tonight. We match you with compatible Indianapolis locals using a quick personality quiz. You'll chat one-on-one on Zoom in short timed rounds while a host guides the session. **Choose your age range to register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=circle-of-singles-connecting-in-person&ar=18-32&face_v=1.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=circle-of-singles-connecting-in-person&ar=30-46&face_v=1.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=circle-of-singles-connecting-in-person&ar=40-58&face_v=1.0) **⚠️ Heads up — RSVPing here isn't enough.** Register through your age group link below and complete the quiz. Capacity is limited. --- 🎯 **Especially useful for:** - People fed up with swiping who want actual conversation - 🚀 People re-entering the dating scene after a break - Anyone who likes connecting online before meeting face-to-face ⭐ *"I was nervous but the host made it effortless. Met someone wonderful first try."* – Indianapolis single 🛠 **What the flow looks like** 1. **Register** – Select your age group above and sign up. 2. **Complete the quiz** – Short personality quiz so we can match you well. 3. **Join on Zoom** – Click the link, jump on, and the host handles the rest. 4. **Meet your matches** – Cycle through short chats with compatible Indianapolis singles. **At a glance** - 💡 **Format:** Live on Zoom – guided rounds from your home - **Location:** Wherever you're comfortable – no venue, no travel - **Host:** Friendly host guiding every round **Frequently Asked Questions** **Do I need experience?** Not at all. The host walks you through everything. **Do I need anything besides Zoom?** **Is my info private?** --- ✨ Meet Indianapolis singles from home. Sign up and we'll take care of the rest. 💗 ✨ Lean version: fewer words, same core offer. Fast to read, easy to act on. 🤝 **Community angle** - The host keeps the pace clear and the room welcoming - Repeat attendees help create familiarity and momentum - The community matters as much as the session itself It is meant to feel like the start of ongoing relationships, not just a single session on the calendar.

**✨ Virtual Speed Dating – Cincinnati Singles, Curated by Personality** The point of this online speed dating event is not just the content. It is the room, the host, and the feeling that people are joining something they can return to. We pair you by personality and age so every conversation feels natural. Each round is a brief one-on-one Zoom chat with a Cincinnati local paired by age and personality. A host keeps the pace comfortable. **Pick your age group and sign up:** - ⚡ **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=circle-of-singles-connecting-in-person&ar=18-32&face_v=1.0) - 💡 **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=circle-of-singles-connecting-in-person&ar=30-46&face_v=1.0) - ✨ **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=430.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=circle-of-singles-connecting-in-person&ar=40-58&face_v=1.0) **⚠️ Important: RSVP ≠ registration.** To join, pick your age group below, sign up, and finish the personality quiz. Spots are limited. --- 🎯 **Great fit for:** - People fed up with swiping who want actual conversation - Singles in Cincinnati who want to meet people from home - 🔥 Anyone curious about speed dating in a relaxed setting 🔄 **What to expect** 1. **Register** – Select your age group above and sign up. 2. **Take the personality quiz** – We use it to pair you with compatible Cincinnati singles. 3. **Log in** – Connect to the Zoom session from home. The host runs the show. 4. **Meet your matches** – Cycle through short chats with compatible Cincinnati singles. 📍 **Event snapshot** - **Format:** Zoom video session – short timed rounds - **Location:** Your space – couch, desk, wherever suits you - **Host:** Live host handling rounds and introductions 💡 **Tip:** Check your Zoom setup and pick a quiet, well-lit spot ahead of time. ⭐ *"I was nervous but the host made it effortless. Met someone wonderful first try."* – Cincinnati single --- ✨ Your next match could be one Zoom call away. ✨ ✨ Lean version: fewer words, same core offer. Everything important, without the extra padding. 🤝 **Community angle** - The structure is designed to help people settle in quickly - Repeat attendees help create familiarity and momentum - The community matters as much as the session itself The long-term goal is a room people want to come back to, not a one-off event people forget about.

The May Ohio North Database Training user group meeting will be held on **May 5th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/287759659366576?p=kCaammjECnUCvZzEJv)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### Data Cleansing using Data Bricks Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

**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

**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

It feels like we just saw each other 🤷. Join members of the local design and UX community for our monthly breakfast. For May we’re stopping in for Rooh’s popup breakfast/cafe concept. You know someone is getting the lobster yuzu croissant, and that’s not even the prettiest thing on the menu!.

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas ***NOTE:*** Pre-registration is required for this event. **Please arrive 10 minutes early** to check in at the security desk.

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

You have heard about AI. You know it can benefit your business. \- Can it save you time? \- Respond to customers faster? \- Allow you to take extra profits? Each meetup will break down 1-2 real example scenarios of how AI implementation can relieve stress or even push you further towards your goals. Free. No hype. Just discussing how AI can be implemented in your small business. Location will be around Gahanna. TBD