Statistical Computing

(Cross-Listing) Join us as we explore some bookshops around Bras Basah and Bugis! Did you know that you can use your SG Culture pass credits to buy SG Lit books? See details here: [https://www.youtube.com/watch?v=YCvoJ846bb4&t=2s](https://www.youtube.com/watch?v=YCvoJ846bb4&t=2s) We will visit Kinokuniya at Raffles City, the Bras Basah Complex (which is full of bookshops!), the National Library, the Kinokuniya at Bugis, and end with an optional dinner and chat. Come browse, buy, or just chat and meet some new people! **Meeting Point**: Books Kinokuniya at Raffles City. **Address:** 252 N Bridge Rd, #03-22/23, Singapore 17910311 **Meeting Time**: 5.30 pm **Tentative Plan:** 30 mins of free and easy at each of these locations: Kino at Raffles City and BrasBasah Complex. Brief stops at National Library and Kino at Bugis. **Late Comers:** Catch up using the Live Locator in the Telegram Channel\*. **Total walking distance**: About 1.5 km **Total exploration time:** about 2hrs **Optional Dinner and Chat**: about 1hr at some budget friendly place nearby. **\*Telegram Channel:** Join [Walk, Chat, Explore SG](https://t.me/+rIuiiEM9j6oyNzI1) https://t.me/+rIuiiEM9j6oyNzI1 **for updates. The Live Locator will be posted there.**

**For ages 13 and above.** This class is designed to train those who wish to be able to able to defend themselves as a modern day warrior. The class is exciting and brutally effective. Practitioners will learn how to fight seamlessly from stand up to the ground, using a mix of street style striking and kicking, takedowns, to ground grappling, even against a knife being drawn while on the ground. Whether it be one attacker or multiple attackers, participants will learn how to use relative positioning and the environment to defend and create the opportunity to escape. What if your attacker was to draw a knife or worst, a machete? You will learn to use street style weapons like knife, machete or stick to defend yourself, or improvised weapons like bags, chairs, umbrellas, bottles, hammers etc. No pre-requisites needed but generally an interest in martial arts. The classes consist of currently 7 topical series: ​ * Striking/Kicking Series * Gun Disarming Series * Ground Defence Series * Takedown Series * Knife Series * Control and Restraint Series * Tomahawk/Machete Series ### **Address** 144 Robinson Road, #05-01, Singapore 068908 ### **Schedule** Saturdays 430PM - 630PM ### **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.

Hi all, join us for an easy pace social run (35mins +/- for 5km, or 55mins +/- for 8km) and breakfast. We have various pace groups from 6.30 - 7.30min/km. Here’s the plan for the day: \- 7:00 AM: Meet at Queenstown MRT \(EW19\) exit B for our run \(no bag drop available\)\. 🏃🏻🏃🏻‍♀️ \~8:00 AM: Head to foodcourt, then sky garden (level 47) @ Skyville Dawson for post-run drinks n breakfast. More details to come, but we just wanted to say thanks for signing up—we’re looking forward to a great time! Have a wonderful day ahead! 😎

**The Experience** Let’s kick off the weekend from the highest point in Bugis! We are meeting at the iconic rooftop garden of the Andaz for outdoor drinks, 360-degree city views, and high-quality conversation. **Why 6:30 PM?** We are starting early to catch the final 30 minutes of the **"Happier Hour"** deals (which end at 7:00 PM) and to watch the sun set over the Singapore skyline. It’s the perfect way to transition into a relaxed Friday evening. **Who is this for?** This is a curated, small-group gathering for professionals and entrepreneurs (40+) who value genuine connection in a sophisticated environment. **Important Logistics:** * **RSVP Limit:** Strictly limited to 6 people to keep the conversation intimate. * **No Guests:** Please join as an individual so we can all focus on meeting new people. * **Payment:** There is no event fee. To keep things simple, everyone settles their own tab (pay-as-you-order) directly with the bar. * **Seating:** As this is a popular rooftop, I will arrive early to secure a spot in the garden. Please arrive on time so we can all be seated together!

**Check out [funeventssg](https://www.instagram.com/funeventssg/) Instagram for the latest updates!** **RSVP on the main page @** **[https://www.meetup.com/livelaughlovesg/events/314626865/](https://www.meetup.com/livelaughlovesg/events/314626865/)** **[Social Event for the Young @ Heart] Sing Nostalgia with New Friends Your Age!** **As per the title, there will be various rooms for various age groups so do come and sing your era's songs with new friends of your age group! Feel free to hop around to other rooms to make new friends too!** **There will also be a cookie break for those who wants to chat with their new friends at the lounge over atas cookies sponsored by funeventssg!** **Both locals & expats are welcome! All ages are welcome!** **Everyone is welcome, regardless of race, language, religion or nationality! Bring your friends & family & make special song requests for a truly personalised experience!** **If you are bringing your friends & family, please type your group leader's name when you RSVP so that the best arrangements can be made for you! For the shy ones, feel free to join us if you simply want to listen!** **Date: 17 May 2026 Sunday** **Time: 6.30pm to 10.30pm** **Location: Cash Studio Clarke Quay Central** 6 Eu Tong Sen St, #03-21, Singapore 059817 **Entry Fee: SGD18nett** **inclusive of FREEFLOW non-alcoholic drinks!** **IMPORTANT:** **1 You need to register for this event.** You have to pay a much higher entry fee & may not be guaranteed of a seat if registration is not done. **2 Upon entry, you have to make payment of SGD18nett to Cash Studio. Inform the staff you are there for a Meetup event & keep the receipt as proof of payment.** Thereafter, you will be given a wrist tag & you are free to move around the various themed rooms to enjoy the songs & ambience! **3 Participants are strictly not allowed to take photographs or video recording of others at the event without permission.** The organiser has the right to ban & evict anyone who refuses to adhere to this rule. **4 Photographs will be taken by the organiser at the event for marketing & publicity.** Should you be uncomfortable with that, kindly inform the organiser to omit you in the photographs. **5 Please be considerate. As seats are limited, kindly un-RSVP if you are unable to make it.** **6 Please ensure you have no close contact with Covid-19/Mpox positive person(s) within the last 5 days.** **7 Please wash your hands with soap & be hygienic at all times. If you are playing someone else's games, kindly ensure your hands are clean & have no food etc.** You wouldn't like it if others dirty your games right? **8 Please take turns & wait for your turn *(one song per turn)* to sing.** This is to ensure that everyone has a chance to participate in the singing. **9 No form of solicitation, MLM, investment, scam or harassment will be tolerated.** Kindly inform the organiser on the spot should you encounter anything that makes you uncomfortable. **10 Please take care of your personal belongings. Exchange of any contact information is solely at your own discretion. The organiser is not accountable for any incidents or loss of personal belongings.** **The organiser reserves the right to deny entry to anyone who fails to comply with the rules.** **By signing up for this event, I agree to the terms & conditions stated above to ensure a safe and conducive environment for all! :)**

Ready for a solid game on Sunday? ⚽🔥 LEVEL UP: Your Core Team, Club Friendlies & Overseas Tours ⚽️✈️ Join us in building a team that grows together. We are forming a consistent, intermediate-level male team for those who want to compete, grow as a team, and enjoy exchanges locally and abroad. Why Join Us? **Build a Consistent Team**: We are building a core squad that trains and plays together every week to develop real team chemistry. **Club Friendlies**: Level up through organised matches against other local teams and clubs. **Overseas Exchange Opportunities**: Regional friendlies (e.g., Taiwan, Malaysia) for fun games that connect across borders through a shared passion for the game. Looking For: Level: Intermediate male players (age 18-35) Commitment: Weekly attendance Session Details: 📅 When: Every Sunday ⏰ Time: 4:30 PM – 6:30 PM 📍 Where: Central ⚠️ HOW TO JOIN: To secure a trial spot, RSVP via our Google Form: [https://docs.google.com/forms/d/1HSlELN_F76Q1N58ILNhFyi_l5AidjvlSku0b7DlLhVk/viewform?edit_requested=true](https://docs.google.com/forms/d/1HSlELN_F76Q1N58ILNhFyi_l5AidjvlSku0b7DlLhVk/viewform?edit_requested=true) Once you've submitted the form, our organisers will reach out to confirm your slot. Sign up Now!

**For ages 12 to 16.** Thse classes are for competitive athletes aiming for the national youth team, Direct School Admission (DSA) or to simply keep fit and enjoy the sport. Starting at ages 9 or earlier, players then progress through U10 to U16 categories representing our club in local and overseas competitions. There will be **land and pool sessions** throughout the week. ### **Training Details** * This training is structured on a monthly basis. * Registration for a month's worth of training **can only be done at the start of each month.** * The student will need to be **proficient in swimming** and **have essential water polo skills** for enrolment in this training. Otherwise, the student is welcome to join the water polo school's pre-competitive training where he or she will learn the swimming and water polo skills needed for this competitive water polo training. ### **Weekly Training Schedule** * **Tuesday 6PM - 7PM** (Land session) * **Tuesday 7PM - 9PM** (Pool session) * **Thursday 6PM - 7PM** (Land session) * **Thursday 7PM - 9PM** (Pool session) * **Friday 7PM - 8PM** (Land session) * **Friday 8PM - 930PM** (Pool session) * **Saturday 11AM - 12PM** (Land session) * **Saturday 12PM - 2PM** (Pool session) * **Sunday 10AM - 11AM** (Land session) * **Sunday 11AM - 1PM** (Pool session) ### **Address** 301 Lor 6 Toa Payoh, Singapore 319392 ### **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.

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

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)

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** TBD **YouTube Link** TBD

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

**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