Mobile Analytics

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 13 and above.** These classes are for climbers who just started their bouldering journey and want an introduction to the basics of bouldering. Experience a thoughtfully crafted introductory class for beginners. * Highly recommended for first-timers * One hour guided session, one hour free and easy gym access * Guided mobility warm-up * Safety briefing: learn how to fall safely and identify falling zones * Introduction to bouldering and basic terms * Basic climbing techniques ### **Address** 61 Robinson Rd, #05-03/04, Singapore 068893 ### **Schedule** Sundays 6PM - 8PM ### **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.

Meet: Upper Thomson MRT Control Station When: Sunday 10th May - 2:30 pm\* Difficulty: Moderate (uneven terrain, forested area) \*\*\*This is a 12km BRISK WALK (4km/h) from Upper Thomson to Beauty World via the MacRitchie Reservoir. **This HIKE is not suitable for beginners!** **Only join if you are fit, and able to brisk walk @ 4km/h over uneven terrain.** \*\*\* \*Please note the starting time. We will walk mainly in the forested areas, so there is a lot of shade from the heat. We will need at least 3 hours for the walk. We start early as the Treetop bridge closes by 4:30 pm. \*\*This is a Rain or Shine event. Please take a good lunch or bring along some snacks if you feel hungry along the way. Our walks are usually between 8 - 12 km long. Just so you know, the weather may be hot but as the sun sets, the weather should be cooler. Please be punctual. You are encouraged to be slightly early to avoid disappointments. There will be 5 minutes grace for attendance taking. Please remember that we cannot wait because this would be unfair to those already present. We will walk from Macritchite Park to the Treetop Walk and onwards to Beauty World via Rifle Range Park. This walk will be of moderate difficulty as there will be a fair amount of climbing and uneven terrain. The TreeTop Walk is a 250m-long freestanding suspension bridge between the two highest points in the Central Catchment Nature Reserve (MacRitchie), and the first of its kind in Singapore. From the suspension bridge, you may delight in a bird’s eye view of the forest canopy and spot different wildlife in their natural habitat. You can also enjoy panoramic views of the verdant greenery of the Central Catchment Nature Reserve and the placid waters of Upper Peirce Reservoir. Dinner will be at Beauty World. See you there! :-) References: https://www.nparks.gov.sg/-/media/nparks-real-content/gardens-parks-and-nature/diy-walk/diy-walk-pdf-files/treetop_walk_eguide_lres.pdf What to bring: \- Shades \- umbrellas \- Water \- Good walking shoes \- Long pants preferred \- Mosquito Repellent Event communication will be through the event chat. Please check the event chat on the day of the event so that you will be updated on any changes. Please keep in mind that I may not respond to messages sent after the walk starts because I will be busy helping the attendees and leading the walk. Please be sure to RSVP responsibly to help those who are on the waitlist get the chance to come for the walks. ***You should confirm your RSVPs the day before the event to allow those on the waitlist time to schedule for the event.*** Thank you for your kind understanding. Disclaimer: Your physical well-being is your responsibility. Exercise care while you walk. Please let me know when you feel unwell and need to drop out. Walking comes with a risk of personal injury. ***By joining the walk, you accept responsibility for your safety and join the walk at your own risk. The organizer(s) will not be responsible or held liable for any accidents or injuries during or arising from the event.***

**For ages 5 to 12.** ### **Address** 3063 Ang Mo Kio Ave 5, Singapore 569868 ### **Schedule** Sundays 330PM - 5PM ### **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.

Hello & welcome! Some thing to note: PRE-REQUISITE to joining our sessions: 1. Familiarity with competitive netball rules (eg. Obstruction, contact, held ball, stepping/ footwork, over a third etc) 2. Some level of fitness (continuous 10 min game time with short interval breaks) & basic netball skills (footwork/throwing/catching) https://powerplay.co.uk/app/resources/downloads/Power%20Play%20Netball%20Playing%20Rules.pdf https://youtu.be/V1qINnI-Dis?si=I8MXJfQSa9Kg1sUF ** game fee is $2/pax, unless otherwise stated. To be paid on site. **no-show / any cancellations within 24h to game time, a fee of $2 shall be imposed. Thanks for your understanding. ** Please drop me a PERSONAL MESSAGE via MEETUP if it’s your first time attending a session. If appreciate if you could inform if you’ve played netball before (even if long time ago) & at which capacity / level. **wet weather conditions: A Decision on whether the session is on will be made 1hr before game starts (ie. 5pm) so as to allow for travel time to KNC. Pls Look out for the comment by the Host on the Event page **We are a sporting group with the sole purpose of keeping fit & enjoying the sport. If any player is found to have any intentions apart from playing & contributing to a conducive game, the host reserves the rights to ban the person from the group. Thanks in advance for your cooperation! Looking forward to have you!

**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.

**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

**For ages 12 and below.** ### **Address** Singapore 560548 ### **Schedule** Sundays 5PM - 6PM ### **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 10 and above.** Tap is a popular style of American theatrical dance distinguished by percussive footwork that marks out precise rhythmic patterns on the floor. Dancers develop a keen sense of rhythm and balance. This beginner level class will teach you the basics needed to start having a blast! ### **Address** Dance On Us, 8 Claymore Hill, #01-03/04/06, Singapore 229572 ### **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.

**For ages 16 and above.** Ideal for players with basic understanding of the game but is looking to take their skill to the next level! ### **Address** Palawan Beach, Sentosa ### **Schedule** Sundays 3PM - 4PM ### **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.** Our group sizes are capped at 12 pax per lesson. Minimum 4 pax per class. 2 coaches from our team will be hosting the session. Each table tennis player is expected to have 121 time with the coach to work on any bespoke drills or exercise that they would like to work on. And drills will be given at each lesson to improve their table tennis game. ### **Address** 20, 03-68 Sin Ming Ln, Midview City, 573968 ### **Schedule** Sundays 8PM - 10PM ### **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.

🌿 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.

**For ages 13 and above.** ***Teens Basketball (Ages 13-18) – “Elite Development”*** For teens looking to take their game to the next level, we focus on advanced skills, footwork, game strategy, and competitive play. This class includes structured training in shooting techniques, ball-handling, defense, and game IQ, preparing players for school teams, competitive leagues, and beyond. ***Adult Basketball (Ages 18+) – “Game Ready”*** Whether you’re a beginner or an experienced player, our adult sessions provide skill development, fitness training, and competitive play. These sessions focus on shooting accuracy, defensive strategies, and game execution, ensuring players stay sharp and active. ### **Address** 424 Bedok North Ave 1, Singapore 460424 ### **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.

**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)

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.

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)

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 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.