Data Science

Get ready for an afternoon of wonder followed by a relaxed evening under the stars! We are heading to the spectacular **Fontana Circus**, the first traveling water circus in the Middle East, followed by a cozy community picnic at Aspire Park. *** ### 🗓️ THE SCHEDULE * **Part 1: The Show (16:00 – 18:00)** * Experience breathtaking acrobatics and musical fountains at the Fontana Circus tent. * **Part 2: The Picnic (18:30 – Late)** * We’ll move to **Aspire Park** to enjoy the evening breeze, share food, and play games. ### 🎟️ HOW TO JOIN THE CIRCUS * **Tickets:** Please purchase your own ticket directly via the **Platinum List** website. * **Seating:** To make sure we can sit together or nearby, try to book your seats in the **Green 2** area. ### 🧺 PICNIC PREP * **Food & Drink:** Bring enough for yourself and a little extra to share with the group! * **Fun & Comfort:** If you have **board games**, a **picnic sheet**, or extra cushions, please bring them along. *** ### ⚠️ IMPORTANT: COORDINATION To make sure we find each other easily at the circus entrance and the park: * **Send a Private Message:** Please message me directly to be added to the day-of coordination list. * **RSVP:** While you can join for just one part of the day, please let me know your plans so we don't leave anyone behind! Let’s make it a Saturday to remember! 🤡🍿✨

[JOIN EVENT CHAT HERE!](https://chat.whatsapp.com/GfMlhfJLse78WIhqtT6O9I) Get ready for the First Traveling Water Circus in the Middle East! Experience an extraordinary water spectacle featuring a world-class musical dancing fountain alongside international circus acts. Watch inspiring dancers, gravity defying aerialists, and incredible circus thrills that will enthrall the entire family. 📆 Saturday, May 9, 2026 🕒 4:00pm (We can do dinner after function) 📍Circus Tent Hyatt Plaza 🧭https://share.google/aMnNngJo6sQ74gRWi 🎟 Various Prices We will select the 95qar light blue at right side. 🔗Get your ticket here: https://doha.platinumlist.net/event-tickets/104916/fontana-circus-qatar 💬 Interested? Join us here: https://chat.whatsapp.com/GfMlhfJLse78WIhqtT6O9I

⚽@Pitch 4 - Education City ⏰ 9-10 PM 🌿 Artificial Turf (quality pitch) 📍Walkable distance from metro station 🚗 Parking available ❄️ Washroom & Prayer Hall facilities 💰 Only 19 QAR per player (newely-built pitch) https://maps.app.goo.gl/93cw8nBtquUnvKN28 ⚽@Pitch 4 - المدينة التعليمية ⏰ 9-10 مساء 🌿 العشب الاصطناعي (جودة الملعب) 📍 مسافة قريبة من محطة المترو 🚗 وقوف السيارات متاح ❄️ مرافق الحمامات وقاعة الصلاة 💰 فقط 19 ريال قطري لكل لاعب (ملعب جديد)

**Hello, my name is Abdulrahman and I’m a passionate desert guide based in Qatar. I have several years of experience driving in the desert and sharing the beauty of Qatar’s landscapes with visitors from around the world.** **I have extensive experience navigating the Qatari desert and guiding guests through safe and thrilling dune bashing routes. I’m knowledgeable about the desert environment, local culture, and the best locations for incredible desert views and sunset photography.** **I specialize in private desert safari experiences using a 4x4 Land Cruiser, ensuring both safety and excitement during dune bashing adventures. My goal is to give guests an authentic and memorable experience while exploring the stunning dunes and desert scenery of Qatar.** **I take pride in providing a personalized experience for every guest, focusing on comfort, safety, and unforgettable moments in the desert.** **My experiences are designed to provide high-quality service and a premium private adventure. Guests appreciate the friendly atmosphere, safe driving, and the opportunity to explore Qatar’s beautiful desert in a comfortable 4x4 vehicle.** **What to expect:** **-Experience thrilling dune bashing in a luxury 4x4, where comfort meets adventure in the stunning desert.** **-You can also choose an optional quad biking adventure or enjoy a thrilling dune buggy ride for a bit more excitement in the desert.(additional cost)** **-Enjoy an optional camel ride to add a rich cultural touch to your desert adventure, connecting with tradition. (additional cost)** **-We’ll visit the ocean at the inland sea, and as we arrive, the sunset will unfold, filling the sky and water with breathtaking colors as the day ends.** **Where to meet:** **-name of the meeting place on google maps search (Mina Hotel and Residences By The Torch)** **Be there by (2:00 P.M) Sharp** **What to bring:** **-preferable bring hat.** **-with the hot weather better to wear something light.** **What's Included:** **Dune bashing** **Inland Sea visit** **Local Tea** **Professional English-speaking Guide** **Camel ride (can be booked on site)** **Quad bike ride (can be booked on site)** **Sunset** **Transportation in an air-conditioned 4x4** **Luxury Landcruiser** **Unlimited water** **What's NOT Included:** **Any extra services or expenses not mentioned as included.** **Additional info:** **• Not wheelchair accessible** **• Service animals allowed** **• Infants must sit on laps** **• Not recommended for travelers with back problems** **• Not recommended for pregnant travelers** **• No heart problems or other serious medical conditions** **• Most travelers can participate**

[JOIN EVENT CHAT HERE!](https://chat.whatsapp.com/GfMlhfJLse78WIhqtT6O9I) Get ready for the First Traveling Water Circus in the Middle East! Experience an extraordinary water spectacle featuring a world-class musical dancing fountain alongside international circus acts. Watch inspiring dancers, gravity defying aerialists, and incredible circus thrills that will enthrall the entire family. 📆 Saturday, May 9, 2026 🕒 4:00pm (We can do dinner after function) 📍Circus Tent Hyatt Plaza 🧭https://share.google/aMnNngJo6sQ74gRWi 🎟 Various Prices We will select the 95qar light blue at right side. 🔗Get your ticket here: https://doha.platinumlist.net/event-tickets/104916/fontana-circus-qatar 💬 Interested? Join us here: https://chat.whatsapp.com/GfMlhfJLse78WIhqtT6O9I

⚽@Pitch 4 - Education City ⏰ 9-10 PM 🌿 Artificial Turf (quality pitch) 📍Walkable distance from metro station 🚗 Parking available ❄️ Washroom & Prayer Hall facilities 💰 Only 19 QAR per player (newely-built pitch) https://maps.app.goo.gl/93cw8nBtquUnvKN28 ⚽@Pitch 4 - المدينة التعليمية ⏰ 9-10 مساء 🌿 العشب الاصطناعي (جودة الملعب) 📍 مسافة قريبة من محطة المترو 🚗 وقوف السيارات متاح ❄️ مرافق الحمامات وقاعة الصلاة 💰 فقط 19 ريال قطري لكل لاعب (ملعب جديد)

*[Please confirm your participation by sending Whatsapp +81-70-4329-4075 due to high No-Show rate]* Start your weekend on a high note with an **all-you-can-eat feast** of Japanese & Korean favorites! 📅 **Date:** Sunday, 10 May 2026 🕢 **Time:** 6:30 PM 📍 **Venue:** Yee Hwa – Downtown branch (Kinana St.) https://maps.app.goo.gl/yxKEdzLu2wNNnPJ18 *** ## 🍽️ **What’s on the table** * Unlimited **sashimi & nigiri** 🍣 * **Korean & Japanese BBQ** 🔥 * Variety of sides and hot dishes *** ## ✨ **What to expect** * Relaxed, social dinner vibe * Friendly, international crowd * Perfect for food lovers and weekend catch-ups *** 👥 Open to all – come solo or with friends Come hungry and ready to indulge in a delicious **Sunday Funday buffet** 😄🍽️

**Hello, my name is Abdulrahman and I’m a passionate desert guide based in Qatar. I have several years of experience driving in the desert and sharing the beauty of Qatar’s landscapes with visitors from around the world.** **I have extensive experience navigating the Qatari desert and guiding guests through safe and thrilling dune bashing routes. I’m knowledgeable about the desert environment, local culture, and the best locations for incredible desert views and sunset photography.** **I specialize in private desert safari experiences using a 4x4 Land Cruiser, ensuring both safety and excitement during dune bashing adventures. My goal is to give guests an authentic and memorable experience while exploring the stunning dunes and desert scenery of Qatar.** **I take pride in providing a personalized experience for every guest, focusing on comfort, safety, and unforgettable moments in the desert.** **My experiences are designed to provide high-quality service and a premium private adventure. Guests appreciate the friendly atmosphere, safe driving, and the opportunity to explore Qatar’s beautiful desert in a comfortable 4x4 vehicle.** **What to expect:** **-Experience thrilling dune bashing in a luxury 4x4, where comfort meets adventure in the stunning desert.** **-You can also choose an optional quad biking adventure or enjoy a thrilling dune buggy ride for a bit more excitement in the desert.(additional cost)** **-Enjoy an optional camel ride to add a rich cultural touch to your desert adventure, connecting with tradition. (additional cost)** **-We’ll visit the ocean at the inland sea, and as we arrive, the sunset will unfold, filling the sky and water with breathtaking colors as the day ends.** **Where to meet:** **-name of the meeting place on google maps (Mina Hotel and Residences By The Torch)** **Be there by 2:00 (P.M) Sharp** **What to bring:** **-preferable bring hat.** **-with the hot weather better to wear something light.** **What's Included:** **Dune bashing** **Inland Sea visit** **Local Tea** **Professional English-speaking Guide** **Camel ride (can be booked on site)** **Quad bike ride (can be booked on site)** **Sunset** **Transportation in an air-conditioned 4x4** **Luxury Landcruiser** **Unlimited water** **What's NOT Included:** **Any extra services or expenses not mentioned as included.** **Additional info:** **• Not wheelchair accessible** **• Service animals not allowed** **• Infants must sit on laps** **• Not recommended for travelers with back problems** **• Not recommended for pregnant travelers** **• No heart problems or other serious medical conditions** **• Most travelers can participate**

**Hello, my name is Abdulrahman and I’m a passionate desert guide based in Qatar. I have several years of experience driving in the desert and sharing the beauty of Qatar’s landscapes with visitors from around the world.** **I have extensive experience navigating the Qatari desert and guiding guests through safe and thrilling dune bashing routes. I’m knowledgeable about the desert environment, local culture, and the best locations for incredible desert views and sunset photography.** **I specialize in private desert safari experiences using a 4x4 Land Cruiser, ensuring both safety and excitement during dune bashing adventures. My goal is to give guests an authentic and memorable experience while exploring the stunning dunes and desert scenery of Qatar.** **I take pride in providing a personalized experience for every guest, focusing on comfort, safety, and unforgettable moments in the desert.** **My experiences are designed to provide high-quality service and a premium private adventure. Guests appreciate the friendly atmosphere, safe driving, and the opportunity to explore Qatar’s beautiful desert in a comfortable 4x4 vehicle.** **What to expect:** **-Experience thrilling dune bashing in a luxury 4x4, where comfort meets adventure in the stunning desert.** **-You can also choose an optional quad biking adventure or enjoy a thrilling dune buggy ride for a bit more excitement in the desert.(additional cost)** **-Enjoy an optional camel ride to add a rich cultural touch to your desert adventure, connecting with tradition. (additional cost)** **-We’ll visit the ocean at the inland sea, and as we arrive, the sunset will unfold, filling the sky and water with breathtaking colors as the day ends.** **Where to meet:** **-name of the meeting place on google maps search (Mina Hotel and Residences By The Torch)** **Be there by (2:00 P.M) Sharp** **What to bring:** **-preferable bring hat.** **-with the hot weather better to wear something light.** **What's Included:** **Dune bashing** **Inland Sea visit** **Local Tea** **Professional English-speaking Guide** **Camel ride (can be booked on site)** **Quad bike ride (can be booked on site)** **Sunset** **Transportation in an air-conditioned 4x4** **Luxury Landcruiser** **Unlimited water** **What's NOT Included:** **Any extra services or expenses not mentioned as included.** **Additional info:** **• Not wheelchair accessible** **• Service animals allowed** **• Infants must sit on laps** **• Not recommended for travelers with back problems** **• Not recommended for pregnant travelers** **• No heart problems or other serious medical conditions** **• Most travelers can participate**

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

**Total Eclipse of the Chart: School Redistricting Dashboards** In this presentation, we will explore the utilization of maps, sets, and SQL within a Tableau dashboard to help provide “what-if” analyses generated through the use of a mapped dashboard, providing different scenarios and the potential implications of these. While in this use case we are focused on a large school district, the concepts of utilizing existing data to explore the future impacts of modifying different geographic boundaries can be useful to many industries, balancing the mix of maps with visual analytics. **About Our Speaker** Robert Kramer is the Data Systems and State Reporting Coordinator at South Western City Schools in Grove City. He has worked there for 17 years, serving previously in the roles of Data Analyst, Programmer, and Operations Coordinator. Prior to working at South Western, he worked as a Systems Engineer at Pinnacle Data Systems in Groveport. He graduated in 2005 from The University of Toledo with his Bachelor’s in Computer Science and Engineering, and a minor in Mathematics. Robert resides in Obetz with his wife, and their 15 and 12 year-old daughters. He was also just elected to his 3rd four-year term on the Obetz City Council. 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)

Customer identity resolution becomes increasingly complex as organizations scale across multiple systems, regions, and data formats. Traditional rule-based approaches often fail to keep up with data variability, require constant manual tuning, and struggle with real-time processing needs. This session presents a practical approach to building a scalable identity resolution pipeline using AWS services and modern AI techniques. The architecture combines data ingestion through Amazon S3 and AWS Glue, transformation pipelines using Spark on EMR, and machine learning models deployed via SageMaker for entity matching and standardization. Graph-based relationship modeling is implemented using Amazon Neptune to improve resolution accuracy by incorporating household and shared attribute context. We will walk through how machine learning models can be used for name and address normalization, how intelligent blocking strategies improve matching efficiency, and how feedback loops can be introduced to continuously improve accuracy. The session also highlights how serverless components such as AWS Lambda can be used for orchestration and real-time processing. **SPEAKER BIO** Mosaic Syed is a Senior Data Engineering and Cloud Solutions Architect with over 20 years of experience designing and delivering scalable, secure, and high-performance data solutions across global enterprise environments. https://www.linkedin.com/in/mosaic-basha-syed-92300856 **CALL FOR SPEAKERS** Learn more: [https://www.awscolumbus.com/get-involved/](https://www.awscolumbus.com/get-involved/) **THANK YOU** *VEEAM* for hosting our meetup! To learn more about *Veeam*, please visit their website: [https://www.veeam.com/](https://www.veeam.com/) **DIRECTIONS** 8800 Lyra Dr #450 · Columbus, OH go to 4th floor. **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

**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**

Join the Columbus AI community for our quarterly gathering — a casual, community-focused evening where everyone has a chance to share, learn, and connect. These open mic–style events give anyone in the community up to **5 minutes** to present a project, share a tool, pose a question, or offer a perspective on the evolving AI space. No slides required — just a welcoming space to exchange ideas and keep the local AI conversation moving. If you’d like to take the stage, message \*\*Chris (the organizer)\*\*with a **title and short description** of what you’d like to share. Whether you’re deep in the field or just getting curious, come connect with others building and exploring AI in Columbus. Sponsored by [Transform Labs](https://www.linkedin.com/company/transformlabs/) Sign up also accessible via [Transform Labs Luma](https://luma.com/transformlabshq)

Join us for a practical, beginner-friendly guide to choosing the right large language model. We’ll compare major models like ChatGPT, Claude, Gemini, and Llama, talk about when to use hosted APIs versus local models, and break down the tradeoffs around cost, speed, quality, privacy, context windows, coding ability, and reliability. You’ll leave with a clearer mental model for picking an LLM based on your actual use case instead of hype, benchmarks, or brand names. No deep AI background required. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

**Abstract:** This is a practical playbook for building a production-grade data lakehouse. It walks through foundational principles — naming conventions, least-privilege access, automated CI/CD testing — before diving into medallion architecture. Furthermore, metadata-driven design patterns show how configuration tables and dynamic notebook orchestration eliminates hard-coded pipelines. The deck covers star schema modeling, guidance on choosing between Spark, Pandas, and SQL, and data quality enforcement using DQX with YAML data contracts. Finally, we dive into security best practices and performance optimizations. **Host:** Justin Shea, Mehdi Jeddi, Erik Pak, and Sou-Cheng Choi **Talk Format:** 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 Meeting ID: 893 7923 0295 Passcode: 5t5WYn **Sponsor:** Adyen, UIC College of Business, and PyData Chicago co-host this event. UIC will provide the meeting site. Adyen will sponsor pizza and soft drinks for the onsite participants. **Address:** University of Illinois - Chicago, Douglass Hall, Room 220, 705 S Morgan St, Chicago, IL 60607 **Logistics:** “UIC Douglass Hall” is recognized on Google Maps, which can guide you through campus. Once you arrive, proceed to the second floor, room number 220