Data Lakes

This meeting will be an open discussion about the book "an Immense World" by Ed Yong

Ciao a tutt\*! Let's meet Monday at 6.30pm at the **Grandview Heights Public Library** in **Conference Room A** to speak in Italian for 1 hour. \*note change in location\* Grandview Heights library (1685 W 1st Ave, Columbus, OH 43212) Keeping Monday for consistency but we can discuss if there are better days/times/locations!

# **The Ostrich Social** #### **3408 Indianola Ave** BYOB / Pizza will be provided so Please RSVP Dresden Stammtisch is a monthly social gathering for members and friends of Dresden Sister City, Inc. The event is free and open to the public. We speak German or English - it is largely up to you!

**💞 First Timer Friendly Speed Dating – Connect Online, Feel at Home!** **🔴 MUST READ: RSVP Alone Won't Get You In!** To attend, you must: (1) Click your age group link below, (2) Complete registration, and (3) Finish the personality quiz. **Limited spots available** – register now before they're gone! **⬇️ Select Your Age Range & Complete Registration:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=serene-lake-love-mirror&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=serene-lake-love-mirror&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=serene-lake-love-mirror&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cincinnati&groupurlname=serene-lake-love-mirror&ar=55+&face_v=4.0) --- 😊 **Anxious about meeting in person?** We get it! Speed dating online means you can be yourself in a space where you feel safe. No loud bars, no travel stress – just real conversations with real Cincinnati singles who are also looking for connection. 🎯 **Perfect for:** - People nervous about traditional dating who want to ease into it online - First-timers wanting a low-pressure, guided experience - Anyone trying speed dating for the first time ⭐ *"I've told all my single friends about this. Such a fun, low-pressure way to meet people."* – Repeat attendee **Event Details** - **Format:** Interactive Zoom event – feel like you're in the same room - **Location:** From the comfort of your own home – no need to go anywhere! - **Host:** Fun, approachable host who breaks the ice so you don't have to - **Vibe:** Relaxed conversations with friendly Cincinnati singles from the comfort of home **How It Works** 1. **Choose Your Age Group** – Find your age range above and click to register. 2. **Take the Quick Compatibility Quiz** – Help us pair you with like-minded Cincinnati first-timers. 3. **Join the Zoom Event** – Log in from home and meet your host. We'll handle the rest! 4. **Speed Dating Rounds** – Enjoy guided, structured conversations with friendly Cincinnati singles. 5. **Your Results** – Check your matches and take the next step with someone special. 💡 **Helpful hint:** Prepare 2-3 fun questions to ask – it keeps conversations flowing naturally. --- ✨ Great connections start with a single conversation. Yours could start tonight! 💕 ✨

The March Ohio North Database Training user group meeting will be held on **March 3rd, 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/l/meetup-join/19%3ameeting_YTg3MTY3NzItODI3OS00MTRjLTgzYTItYTBlMjY5NTQ5MzU4%40thread.v2/0?context=%7b%22Tid%22%3a%22b966f302-6b93-4686-9041-c084635642c5%22%2c%22Oid%22%3a%2278c760cb-657f-46aa-bd2f-7066d9403bdb%22%7d)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**: Updates and 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.

**🌹 Discover Speed Dating Online – The Easiest Way for First Timers to Meet Someone!** **⚠️ RSVP ≠ Registration!** Your Meetup RSVP alone does **not** secure a spot. You must click your age group link below, complete registration, and finish the personality quiz. **Spots are limited** and fill fast! **🎟️ Age Group Registration Links (Click Yours Now):** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=serene-lake-love-mirror&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=serene-lake-love-mirror&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=serene-lake-love-mirror&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=serene-lake-love-mirror&ar=55+&face_v=4.0) --- 🔑 **The secret to great first dates?** Feeling comfortable. Start here! Online speed dating is perfect for first-timers. Meet like-minded local singles from the comfort of your own home – no pressure, no crowded venues, just genuine connections in a safe, welcoming environment. 🎯 **Perfect for:** - First-time speed daters ready to try something new - People returning to dating after a break who want a gentle start - Anyone trying speed dating for the first time - First-timers wanting a low-pressure, guided experience - Singles who feel more comfortable meeting from home first **Event Details** - **Format:** Live on Zoom – easy to join, private, and beginner-friendly - **Location:** Your cozy space – meet from wherever you feel most comfortable - **Host:** Friendly host who makes first-timers feel welcome and at ease - **Vibe:** Comfortable chats with Indianapolis singles in a supportive, beginner-friendly environment **How It Works** 1. **Pick Your Session** – Select the age group that fits you and register your spot. 2. **Do the Matching Quiz** – It only takes a minute and dramatically improves your matches. 3. **Log In & Relax** – Join the Zoom call and let the fun begin. Your host handles the logistics! 4. **Speed Dating Rounds** – Enjoy guided, structured conversations with friendly Indianapolis singles. 5. **Get Your Matches** – After the event, mutual matches are revealed. Start a real connection! 💡 **Top tip:** Good lighting and a tidy background go a long way on Zoom dates. ⭐ *"Way better than any dating app. Real conversations with real people. Loved it!"* – Indianapolis attendee --- ✨ First-timers welcome, always. Join hundreds of Indianapolis singles who found love online! 💕 ✨

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

**New Dojo Location!** **Draft Day Columbus** 1130 Dublin Road Columbus, OH 43215 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 topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)

**🥰 Discover Speed Dating Online – The Easiest Way for First Timers to Meet Someone!** **⚠️ CRITICAL: Your Spot Is NOT Confirmed by RSVPing!** Follow these steps to secure entry: 1. Select your age group below 2. Click the registration link 3. Complete the personality quiz **Spots are extremely limited!** **🎯 Select Your Age Group & Register Now:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=serene-lake-love-mirror&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=serene-lake-love-mirror&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=serene-lake-love-mirror&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Cleveland&groupurlname=serene-lake-love-mirror&ar=55+&face_v=4.0) --- 🙌 **Never tried speed dating before?** You're in the right place! Think of it as the easiest first date you'll ever have – from your couch, with a host who keeps things fun, and a room full of Cleveland singles who are just as excited (and maybe just as nervous) as you. 🎯 **Perfect for:** - Introverts who shine in one-on-one conversations - Anyone who's tired of swiping and wants real conversation - Shy or reserved singles who open up better in private chats - Anyone trying speed dating for the first time - First-timers wanting a low-pressure, guided experience **How It Works** 1. **Sign Up** – Click the registration link for your age bracket above. 2. **Answer a Few Fun Questions** – Our quiz helps match you with compatible Cleveland singles. 3. **Show Up on Zoom** – Grab a drink, get comfortable, and let the host guide you through each round. 4. **Enjoy the Conversations** – Each round is timed and guided so every chat feels natural and fun. 5. **Get Your Matches** – After the event, mutual matches are revealed. Start a real connection! **Event Details** - **Format:** Live on Zoom – easy to join, private, and beginner-friendly - **Location:** Wherever you're most relaxed – that's your venue tonight - **Host:** Charismatic host who keeps the energy positive and the nerves low - **Vibe:** Light-hearted, easy-going speed dates with open-minded Cleveland singles - **Follow-up:** Post-event match results delivered to your inbox - **Support:** Our host is available before, during, and after the event 💡 **Heads up:** The best connections happen when you're genuinely interested in the other person. --- ✨ Connect from your comfort zone with friendly Cleveland first-timers – no pressure, just possibilities! 💓 ✨

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. 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)

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.

**🌹 Online Speed Dating – No Awkwardness, Just Fun – Great for First Timers!** **⚠️ PLEASE READ: Simply RSVPing Will Not Secure Your Spot!** To join this event, click your age group registration link below, sign up, and complete the short personality quiz. **Capacity is strictly limited** – don't delay! **📌 Register for Your Age Group Here:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Detroit&groupurlname=serene-lake-love-mirror&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Detroit&groupurlname=serene-lake-love-mirror&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Detroit&groupurlname=serene-lake-love-mirror&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Detroit&groupurlname=serene-lake-love-mirror&ar=55+&face_v=4.0) --- 🌟 **Want to meet real singles without the bar scene?** Welcome! Our online speed dating events are specifically designed with first-timers in mind. Every conversation is guided, every interaction is comfortable, and you never have to leave your home. 🎯 **Perfect for:** - First-time speed daters ready to try something new - Singles who appreciate a guided, hosted dating experience - Anyone who believes great chemistry starts with great conversation - Busy professionals who value their time and comfort - Anyone looking for a fun, structured way to meet new people ⭐ *"Way better than any dating app. Real conversations with real people. Loved it!"* – Detroit attendee **How It Works** 1. **Pick Your Session** – Select the age group that fits you and register your spot. 2. **Do the Matching Quiz** – It only takes a minute and dramatically improves your matches. 3. **Show Up on Zoom** – Grab a drink, get comfortable, and let the host guide you through each round. 4. **Start Chatting** – Short, timed conversations with compatible Detroit singles. No awkward silences! 5. **See Who Liked You Back** – Mutual matches sent to your inbox. Your next chapter begins! **Event Details** - **Format:** Zoom meetup – real-time conversations in a relaxed online space - **Location:** Anywhere with Wi-Fi – your couch, your café, your call - **Host:** Supportive facilitator experienced in helping newcomers enjoy speed dating - **Vibe:** Friendly, no-judgement conversations with singles from the Detroit area - **Matches:** Mutual matches revealed after the event - **Follow-up:** Post-event match results delivered to your inbox - **Atmosphere:** Positive, inclusive, and judgement-free --- ✨ Life's too short for bad dates. Try a great one – from home! 🥰 ✨

Join membersrs of the Central Ohio UX and digital design community for a casual monthly breakfast.

**✨ First Time? No Problem – Online Speed Dating Made Welcoming & Fun!** **⚠️ PLEASE READ: Simply RSVPing Will Not Secure Your Spot!** To join this event, click your age group registration link below, sign up, and complete the short personality quiz. **Capacity is strictly limited** – don't delay! **✅ Step 1: Find Your Age Group & Register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=serene-lake-love-mirror&ar=18-32&face_v=4.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=serene-lake-love-mirror&ar=30-46&face_v=4.0) - **Ages 40-58** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=serene-lake-love-mirror&ar=40-58&face_v=4.0) - **Ages 55+** → [REGISTER HERE](https://tempodating.com/product?productId=369.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=serene-lake-love-mirror&ar=55+&face_v=4.0) --- 😊 **Anxious about meeting in person?** We get it! Online speed dating removes all the awkward parts of traditional dating. A friendly host guides you through each round, so all you have to do is show up and be yourself. 🎯 **Perfect for:** - Anyone anxious about crowded bars or in-person meetups - Remote workers who love the convenience of online meetups - Shy or reserved singles who open up better in private chats - Singles who prefer a safe, comfortable online environment - Singles looking for genuine connections beyond dating apps **How It Works** 1. **Choose Your Age Group** – Find your age range above and click to register. 2. **Finish the Short Personality Assessment** – This helps us optimise your matches for the evening. 3. **Connect on Zoom** – No setup needed. Just click the link and you're in! 4. **Date from Home** – Have real, meaningful mini-dates with Fort Wayne singles – all from your couch. 5. **Your Results** – Check your matches and take the next step with someone special. **Event Details** - **Format:** Online Zoom experience – intimate setting, professional hosting - **Location:** Wherever you're most relaxed – that's your venue tonight - **Host:** Expert moderator ensuring every conversation flows naturally - **Vibe:** Comfortable chats with Fort Wayne singles in a supportive, beginner-friendly environment - **Privacy:** Your contact info is never shared without mutual consent - **Accessibility:** Join from any device – laptop, tablet, or phone - **Duration:** Roughly 90 minutes of engaging one-on-one rounds 💡 **Heads up:** The best connections happen when you're genuinely interested in the other person. --- ✨ Your comfort zone is your superpower. Speed date from home and meet someone incredible! 💗 ✨

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!