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Los eventos virtuales son flexibles, pero no se comparan con el conocerse en persona, y mejor si es con un café con marraqueta. En esta noche de café con marraqueta, tendremos ignites sobre los siguientes temas: * **Alex Flores:** No soy experto en redes, pero AWS dice que sí: Cómo engañe al sindrome del impostor * **Melany Estevez:** Comunidades AWS, traspasando las fronteras * **Andrés Rodriguez:** Agentes de Claude aplicados a la ingeniería de datos Viajando en el tiempo al 2016 cuando la comunidad **La Paz Cloud** inició y hoy en día se convirtió en el **AWS User Group La Paz**, soliamos reunirnos en el **Café Sangre y Madera**, algo más casual en donde hablamos o discutiamos sobre un tema en específico, las risas no faltaban pero principalmente: tod@s aprendiamos. Es por eso que deseamos retornar a esas noches de café junto con nuevas personas que estén con ganas de aprender y compartir algo relacionado a cloud, AWS y tecnología en general. Es un espacio más tranqui y casual en el que podremos conocernos y aprender juntos.

**💘 Fort Wayne Zoom Speed Dating – Personality & Age Matched** A straightforward, fun way to meet local singles without stepping out. It's simple: complete a short personality quiz, jump on Zoom, and meet Fort Wayne singles in guided one-on-one rounds. Matches shared afterwards. **Choose your age range to register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=city-readers-social-and-discussion-collective&ar=18-32&face_v=1.0) - 🔥 **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Fort%20Wayne&groupurlname=city-readers-social-and-discussion-collective&ar=30-46&face_v=1.0) **⚠️ 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:** - People re-entering the dating scene after a break - Busy professionals who don't want to waste evenings **How the event unfolds** 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. **Join on Zoom** – Click the link, jump on, and the host handles the rest. 📌 **What to know** - **Format:** Virtual on Zoom – hosted and well-structured - ⚡ **Location:** Online from home – no need to go anywhere 💡 **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. **Is my info private?** **What happens after?** --- ✨ One Zoom call, genuine conversations, real matches. See you there. � ✨ Short-form version for faster scanning. Everything important, without the extra padding.

**We'll have two meetings covering AI - this second one is for Positron** We will review which AI features are linked in for Positron, and how to use them. **Source documents:** the repository is public, at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron You can download documents, or clone/fork the repository. **Location:** The meetup will be at SPARK's ([https://annarborusa.org/](https://annarborusa.org/)) Ann Arbor site: [SPARK HQ (Ann Arbor)](https://urldefense.com/v3/__https://www.google.com/maps/place/Ann*Arbor*SPARK*Headquarters/@42.2792515,-83.7447708,17z/data=!3m1!4b1!4m5!3m4!1s0x883cae3effe193cb:0x5296a53db2a282bf!8m2!3d42.2792515!4d-83.7447708?hl=en-US__;Kysr!!HXCxUKc!3EEdBNXRJKknP6LCGkZetSuEsdtChFojQnOVitFUC5C0fyilqXEbiMstT9ajBR3Cw-55qoFkrElCjQvjMdTxUw$). There is on street parking, and parking at local structures. **This will be a hybrid meeting - the Zoom session starts at 6:30 PM.** **Time:** The doors will be open at 6:00, with pizza and beverages provided. We will have a meet-and-greet-and-pizza session, and then at 6:30 we'll have a presentation. **Zoom information:** https://us06web.zoom.us/j/6658850479?pwd=Snd1UmZTT3pjZktENlczUXh4SERwUT09&omn=89012971377 Passcode: 940392 **If you can't get in, please call me at: 734 223-3307** **The github repository is at: https://github.com/BarryDeCicco/AARUG_2026_04_09_AI_In_Positron**

**💘 Speed Dating on Zoom – Personality Matched for Detroit Locals** Ditch the apps. Meet Detroit singles face-to-face on Zoom tonight. You'll cycle through short one-on-one video chats with Detroit locals matched to you by age and personality. A host keeps the evening flowing smoothly. **Choose your age range to register:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=city-readers-social-and-discussion-collective&ar=18-32&face_v=1.0) - 🌍 **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Detroit&groupurlname=city-readers-social-and-discussion-collective&ar=30-46&face_v=1.0) **⚠️ Important: RSVP ≠ registration.** To join, pick your age group below, sign up, and finish the personality quiz. Spots are limited. --- 🎯 **Especially useful for:** - 🚀 First-timers new to speed dating - Detroit locals after personality-matched dates ⭐ *"10/10. The host was fantastic and I actually had fun on the dates."* – Detroit first-timer 📌 **What to know** - 🎉 **Format:** Zoom video session – short timed rounds - ⚡ **Location:** Your space – couch, desk, wherever suits you 🧭 **How the session runs** 1. **Sign up** – Tap the link for your age range above. 2. **Complete the quiz** – Short personality quiz so we can match you well. 3. **Log in** – Connect to the Zoom session from home. The host runs the show. 💡 **Tip:** Prepare a couple of questions — it keeps the conversation moving. --- ✨ Meet Detroit singles from home. Sign up and we'll take care of the rest. 💖 ✨ Compressed version with the essentials only. Fast to read, easy to act on.

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.

**� Virtual Speed Dating – Indianapolis Singles, Curated by Personality** Online speed dating for Indianapolis locals — hosted live on Zoom, personality matched. Quick, hosted rounds on Zoom with Indianapolis singles paired to your age group and personality. No awkward pauses — just natural conversation. **Find your age group below:** - ⚡ **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=city-readers-social-and-discussion-collective&ar=18-32&face_v=1.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Indianapolis&groupurlname=city-readers-social-and-discussion-collective&ar=30-46&face_v=1.0) **⚠️ Important: RSVP ≠ registration.** To join, pick your age group below, sign up, and finish the personality quiz. Spots are limited. --- 👥 **Best for:** - Singles who prefer a hosted, structured experience - Anyone who likes connecting online before meeting face-to-face ⭐ *"Ideal for introverts. Felt at ease the entire time."* – Indianapolis attendee 📍 **Event snapshot** - **Format:** Live on Zoom – guided rounds from your home - **Location:** Online from home – no need to go anywhere 🧭 **How the session runs** 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. **Hop on Zoom** – Join the call and your host will walk you through it. --- ✨ Real people, real conversations — all from your home. 💝 ✨ Compressed version with the essentials only. Concise by design so people can decide quickly.

**� Online Speed Dating via Zoom – Connect with Columbus Singles Tonight!** 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. **Pick your age group and sign up:** - **Ages 18-32** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Columbus&groupurlname=city-readers-social-and-discussion-collective&ar=18-32&face_v=1.0) - **Ages 30-46** → [REGISTER HERE](https://tempodating.com/product?productId=476.0&productType=onlineSpeedDating&city=Columbus&groupurlname=city-readers-social-and-discussion-collective&ar=30-46&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. --- 🎯 **Especially useful for:** - People re-entering the dating scene after a break - ✨ People fed up with swiping who want actual conversation 🗂 **Quick details** - ⚡ **Format:** Virtual on Zoom – hosted and well-structured - ✨ **Location:** From home – all you need is Wi-Fi and a webcam 🛠 **What the flow looks like** 1. **Sign up** – Tap the link for your age range above. 2. **Take the personality quiz** – We use it to pair you with compatible Columbus singles. 3. **Log in** – Connect to the Zoom session from home. The host runs the show. 💡 **Tip:** Just be yourself. That's always the best approach. **Frequently Asked Questions** **Is my info private?** Absolutely. Contact details are only exchanged on mutual match. **What if I'm shy?** --- ✨ One Zoom call, genuine conversations, real matches. See you there. 💓 ✨ Short-form version for faster scanning. Everything important, without the extra padding.