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Hi Everyone, With Covid19 happening, there is still a limited participants for group events of up to 8 pax happening, so this just to keep the virtual skating together going. The Challenge is to skate as much as you can during this pandemic each week. And see how we rank on leaderboard of Strava. The ranking is arranged by most distances skated each week. Do join us through on Strava App below: Leaderboard updates on a weekly basis and resets every week (Mon to Sun) Join us at https://www.strava.com/clubs/freewheelers_sg (Kindly note that with specifically the Strava app, it is unable to cater for Inline skating option, so you will have list your tracking via run or ride for your ranking to show up in leaderboard. And this is the main challenge majority of skaters will be using.) Feel feel to contact Janice on Meetup if you need help with the apps to join us on these virtual skating challenges. You can also ask Janice for link to join a telegram group where impromptu small group skating events are frequently organized if you are looking for skating buddies. Special Note: Heard feedback from some Iphone users that trouble getting apps FOC. All these apps should be free. Please make sure you download the FREE VERSION. And please download the app, before you join via Challenge Links as the Challenge Links lead Iphone users to paid versions I think. Android Phones should be automatic directed to free version. IPHONE DOWNLOAD LINKS: https://apps.apple.com/us/app/strava-run-ride-swim/id426826309

**For ages 21 and above.** Sakthi Fine Arts is a registered academy in Singapore for teaching Bharatanatyam and dedicated to promote art and culture through teaching, artistic collaboration and performances. With the structured learning curriculum, the school gives an opportunity to learn and explore dance and to make this art form an integral part of the ethnic scene and accessible to all the art enthusiasts in the community. The school is committed to maintaining the cultural and aesthetic sensibilities of Bharatanatyam. ### **Address** 10 Woodlands Square, #03-54, Singapore 737714 ### **Schedule** Sundays 1030AM - 1130AM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**For ages 18 and above.** Suitable for entry players with no or little experience of the sport! ### **Address** 400 Orchard Rd, #03-14, Singapore 238875 ### **Schedule** Sundays 1130AM - 1PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**For ages 7 to 11.** The Asgard Foundation Trial class is designed for complete beginners aged 7 to 11. Aspiring fencers will undergo a specialized introduction program, with all necessary equipment provided. Fencers will be able to understand basic fencing concepts and execute fundamental technical actions by the end of the course. They will be eligible to join the U12 program upon completion. ### **Address** 9 Tagore Ln, #03-11, Singapore 787472 ### **Schedule** Sundays 1230PM - 230PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**For ages 14 and above.** Unlock your inner dancer and explore a wide variety of dance & freestyle tricks with classes tailored to your individual progress! Maximum class size of 6 persons. ### **Address** 100 Plus Promenade - Gate 21, National Stadium 397629 ### **Schedule** Sundays 215PM - 315PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

[There is a $2 fee per attendee] Singapore Open Gaming is a group of gamers that meet up on Sundays for a day of board games. We play all kinds of tabletop games, from euro-games to war-games. We have a capacity for 50 persons and every age and gender is welcome. We like to invite you to join our monthly sessions: Time: 1.00pm - 6.30pm Venue: Ci Yuan Community Club 51 Hougang Ave 9 Lvl 4 Rm 1 or 2A/2B, 538776 Fee: $2 Attendance will be taken. location map: Google Map to Ci Yuan CC (https://www.google.com.sg/maps/place/Ci+Yuan+Community+Club/@1.3750408,103.8826901,15z/data=!4m5!3m4!1s0x0:0xff0789338b66bb7!8m2!3d1.3750408!4d103.8826901) We have a library of games and everyone is encouraged to bring your own and make requests.

**For ages 17 and above.** Influenced by the Spanish and African culture, the Tango is sensual and passionate, one of the most fascinating dances. Stylized strides dominate this dance, along with periodical sharp and staccato movements. Tango’s passionate nature evokes a strong connection to the music, your partner and the audience, a dance that is exciting and often easy to learn. Its dramatic nature also makes Tango a very popular dance that is often featured in blockbuster movies; a favourite dance for those who enjoy drama within a dance. ### **Address** 795, North Bridge Rd, #02-01 797, 198763 ### **Schedule** Sundays 430PM - 530PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

Step up, try Pickleball. Pickleball is a growing sport in the world, named the fastest growing sport in the US for the past 2 years. Up to 6 pax per class. ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class ### **Cancellation Policy** Credits will be considered used if class is cancelled within 24 hours before the start of the lesson

Welcome! Gist below! :-) 1. Bring a book to the meet! 1. Buy a drink (and a bite if you're hungry). 1. Say hi to the folks. 1. Read! 1. We'll do a short round of intros and a short sharing at the end too. :) Come in and find us (we're probably the only reading group)! In the event that the place is full, we'll find a back up nearby.:-) This is a limited seats, small group event, so do try to update your RSVP early if your plans change! Thanks in advance! Nearest MRT: Kaki Bukit (DT28)

**For ages 14 and above.** Designed for beginners with little to no experience Build strong fundamentals in skateboarding and learn the basic movements ### **Address** 100 Plus Promenade - Gate 21, National Stadium 397629 ### **Schedule** Sundays 10AM - 11AM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

**For ages 17 and above.** Rumba, often nicknamed the “dance of love”, is derived from the Afro-Caribbean ballroom dance “Son” popular in the 1930s. Its slower, smooth and continuous hip actions, known as the ‘Cuban movement’, give it a romantic and sensual feel. Rumba is a versatile dance that can be danced to Latin music and contemporary pop music, a romantic dance that is perfect for weddings, shows and social events. ### **Address** 795, North Bridge Rd, #02-01 797, 198763 ### **Schedule** Sundays 1230PM - 130PM ### **Booking Information** * Please contact **98225900** to find out how to book this class. * The instructor will reach out to you once you've booked the class.

✨ Connect with us over a day of fun climbs and an (optional) night of dinner + board games! ✨ 🧗 What is bouldering? Bouldering is a sub-discipline of rock climbing, that is done without a harness on a lower wall, with safety pads. It involves finding the right sequence to reach the end of a route, very much like a maze or puzzle. The problem-solving, social nature of climbing has been shown to boost self-esteem and confidence, as well as reduce depression and anxiety levels. (read the relevant papers here) What to expect 👀 (Note: the event officially starts at 3pm) ‼️ If you're new to climbing, we will run you through an introduction into bouldering. 🧘 3pm - 3:30pm: Warm up & 5 mins mindfulness (optional) 🧗 3:30pm - 7pm: Climb 🎲 7pm till late: We'll have dinner over card games or go to a board game cafe (see vibes that day) What to bring? Comfortable sports attire (long pants recommended!) Climbing shoes + chalk (if you have) Price list: Passes usually range from 25 - 28 depending on the gym Host's multipass are about 20 Rental shoes cost 5 📝 Things to note: Please join our telegram chat before coming ([link](https://t.me/+jXJ0Ia_jVMg1ZDQ1)) We vote on the next gym to visit in our tele chat, so stay tuned for updates! The group size is deliberately small to keep things cosy, so if you can't make it, please let us know ASAP.

🌿 Brisk Walk Adventure: Windsor Nature Park to TreeTop Walk 🌉 📅 Date: Sunday, 10 May 2026 🕒 Time: 3:00 PM – 5:30 PM 🚶‍♀️ Start Point: Windsor Nature Park Carpark 📍 Meet-Up Location: Upper Thomson MRT (TE8), Passenger Service/Control Station 🕝 Meet-Up Time: 2:30 PM ⏰ Departure: 2:45 PM sharp 💁 Difficulty Level: Moderate (6/10) Looking for a refreshing way to spend your Sunday afternoon? Come along for a scenic brisk walk through Windsor Nature Park, a tranquil green escape on the edge of the Central Catchment Nature Reserve. 🌳✨ This route features a mix of paved paths and gentle inclines, making it ideal for those seeking a moderately active outdoor experience. Along the way, you might spot wildlife like long-tailed macaques, monitor lizards, and colorful birds. The highlight of the walk is the TreeTop Walk—a 250-meter suspension bridge offering panoramic views above the forest canopy. 🌉🌿 What to bring: ✅ Comfortable walking shoes ✅ Water bottle ✅ Insect repellent ✅ Light snack (optional) ✅ A sense of adventure Let’s take a break from the city, reconnect with nature, and enjoy great company on the trail. See you at 2:45 PM sharp at Upper Thomson MRT! ⚠️ Disclaimer: By joining this activity, participants acknowledge that they are responsible for their own safety, health, and personal belongings. The आयोजer is not liable for any injuries, accidents, loss, or damage incurred during the walk. Please ensure you are physically fit for a moderate-level hike and follow all safety guidelines. Participation is at your own risk.

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

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)

**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 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.

**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 John Lairson will share a notebook describing the Alpaca (Paper) Trading API and discuss different algorithms for evaluating stock trades. 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