Robotics

We are launching a new Beach Tennis Group Class every **Wednesday from 745–915 PM at Pasir Ris Park**. Whether you’re completely new to the game or an experienced player looking to sharpen your skills, this session is designed for **all levels**: * Beginners will learn the fundamentals — strokes, movement, and coordination on sand. * Intermediate and advanced players can work on strategy, consistency, and competitive drills. You can register your interest here: [https://form.jotform.com/pacificbeachtennis/pbta-sign-up](https://form.jotform.com/pacificbeachtennis/pbta-sign-up), or contact Luke at 9476 5258 to register

Our classes are led by certified instructors who will teach you the proper techniques and strategies to help you dominate on the court. You will have a great time getting some exercise, meeting new people, and improving your pickleball game in a way that is efficient and impactful. ### **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

Ready to learn a fun and exciting sport while getting some exercise? Our pickleball group classes offer a welcoming and supportive environment where you can learn and improve your skills while also making new friends. Our certified coaches will guide you through the basics of the game and help you to develop your technique and strategy. So, whether you are a seasoned athlete or just starting out, come join us for a thrilling and energizing game of pickleball! ### **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

## Join Our NLP Skills for Sales Event! Looking to boost your sales game? Dive into the world of Neuro Linguistic Programming with our in-person workshop, tailored just for you. This event is in Mandarin, making it super easy to grasp the concepts and techniques that will help you connect better with your clients. Don’t miss out on this hands-on experience to sharpen your skills and close more deals! Speaker Adeline Adeline is a certified Enneagram and NLP Consultant (est. 2022) with a passion for decoding the "why" behind what we do. She defines Neuro-Linguistic Programming (NLP) as the study of how our thoughts (Neuro), language (Linguistic), and patterns of behavior (Programming) interact to create our reality. By understanding this connection, we can "reprogram" our responses for better outcomes. What sets Adeline apart is her approach to learning; she believes that personal development shouldn't be overcomplicated. She takes pride in offering simplified concepts that are easy to digest and even easier to apply. Her work focuses on two core pillars: Elevating Communication: Enhancing the way we connect with others. Inner Confidence: Identifying and silencing the inner critic to eliminate self-doubt. Nee Soon East CC Level 4, Room 4. 7pm (Only registered with tickets would be allowed entry, limited seats)

Learning from the best in the industry, Mr Chiu Soon Seng. He will share with you the structure on impromptu speaking and how to use humour, and impress your friends, bosses and love ones. There will be practical trying-out opportunities and various guidance. Event is free, and look forward to your participation. Speaker Profile: 周顺成简介 20年不间断上台演讲，幽默魅力伴一生。 美容及保健品供应商 在2000年加入讲演会 曾获2016/2017 LV 总决赛冠军 第19届杨厝港讲演会会长 第19届新加坡管理学院讲演会会长 19-20年度V区总监 目前担任V区顾问 兴趣：知已（认识自己） 2016/2017 District Champion! Don't miss the opportunity to pick up tips and tricks! Events conducted in Mandarin. On top of that, you will be able to witness Exco installation, Language evaluation, and birthday celebrations for our members. Regards, Wei Bin We are located at Nee Soon East CC Level 4 Room 4. 7 to 9.30 pm. We have supper after the event.

Welcome to my sailboat. **Please read this notice**. These are crew opportunities, not for passengers, non-swimmers, people afraid of the water or get seasick. Bring a change of clothes, a towel, a hat, non-marking footwear with heelstrap and sunblock. There is a toilet and drinking water on board. Participants like to contribute to expenses in appreciation of this opportunity. **Also**, please confirm your attendance by SMS or Whatsapp on Saturday for sailing on Sunday, to avoid no-shows and missed sailings. No-shows deprive others of a place, so be responsible and remove your reservation if you are not attending, and please do it in good time. Places unconfirmed by Saturday will not be reserved, and I can't wait for you if I'm not sure you're coming. Keep me informed and reply to my messages. Don't be late. Thank you. Derek 9807-5827.

***Guests are not allowed; only members are permitted***. All must register on this page. **Only members on the RSVP list are permitted**. **Why is no guest allowed?** **ALL MUST READ & AGREE TO OUR DISCLAIMERS BELOW.** **Reason: Bad experience from past events: Guests often don't read our disclaimer & follow our rules, as they are not required to RSVP,** which is typically done by friends who are members of our group. => **Guest**, please sign up as our member - it is free anyway. MEETUP POINT: Will be at a bus stop - announced later. End time \~ **745 pm around Yishun Point** Ⱶ●Ⱶ●Ⱶ●Ⱶ●Ⱶ●Ⱶ● **What's the plan**? A very scenic sunset walk [no hike] The Seletar Aerospace Park area features the scenic 0.8km [Rower's Bay Park Connector](https://pcn.nparks.gov.sg/rowers-bay/) and the [Seletar West Park Connector](https://pcn.nparks.gov.sg/seletar-west-pc/), offering wide, picturesque paths for cycling and hiking. It provides views of [Seletar Airport](https://en.wikipedia.org/wiki/Seletar_Aerospace_Park) and connects to wider regional networks. * **Rower's Bay Park Connector:** Features amenities like shelters, bicycle racks, and self-help repair stations. * **Seletar West Park Connector:** Known for its scenic, wide, and flat path, making it ideal for leisure cycling, though some sections may be dark at night. * **Connectivity:** It forms part of the larger northeastern cycling loop connecting to Yishun Dam, Jalan Kayu, and Sengkang/Punggol. **Nearby Points of Interest:** * Seletar Aerospace Park (SAP) * Seletar Airport * The Oval @ Seletar Aerospace Park (colonial bungalows, cafes, restaurants) * Rower's Bay Reservoir ***The latest and unpublished PCN is the highlight of this hike, 3 km [in / out] of trail with a reservoir on 1 side, a beautiful landscaped golf course on the other side. It is not fully connected, so a U-turn is needed; maybe this is the reason it is not published***? **Who is Suitable**? Anyone who can walk 12-14 km 𝗠𝘂𝘀𝘁 𝗯𝗿𝗶𝗻𝗴 𝗶𝘁𝗲𝗺𝘀! Comfortable attire. At least 1.0 litres of water, sunblock, rain gear, and torchlight **Shoe**: Wear comfortable shoes. 𝗪𝗵𝗮𝘁 𝗶𝗳 𝗶𝘁 𝗿𝗮𝗶𝗻𝘀? Please stay informed & check this event page for updates & the final decision of the event. **Disclaimer** : Singapore Adventurous Nature-Lovers Meetup is an amateur adventure platform that welcomes all outdoor adventure seekers. By joining the activities, all participants are deemed to have agreed to the terms and conditions contained in this disclaimer, and agreed to exonerate the activities leaders, the organisers and any other participants in the trips from any liabilities, claims, including but not limited to liabilities and claims as a result of any injuries or deaths or damages arising thereof. The participant acknowledges that this is an adventure trip. The itinerary serves as a guide only, and flexibility may be required. The organisers cannot be held responsible for any changes/cancellations/delays caused by Airlines, accidents, strikes, government regulations, weather conditions or natural calamities, etc. \****When you have turned up for this event, it is understood that you have read, agreed and accepted the above terms and conditions***\*.\*

**DATE:** Sep 6,7,13 & 14 (4-day course) Time: 10am to 5pm **PRE-REQUISITE:** Certified SCF 2 Star [Fee and Registration click here](https://www.onepa.gov.sg/courses/kayaking-3-star-personal-skill-training-course-healthiersg-c027201199) ATTIRE Footwear - No slippers allowed. Covered shoes or sports sandals suitable water sports recommended. Clothing - Long sleeves rash guards and long tights suitable for water sport recommended due to prolong exposure to sun. Quick dry Short sleeves T-shirt and shorts is acceptable. Cap & sunblock - Highly recommended

We are launching a new Beach Tennis Group Class every **Friday from 745–915 PM at Pasir Ris Park**. Whether you’re completely new to the game or an experienced player looking to sharpen your skills, this session is designed for **all levels**: * Beginners will learn the fundamentals — strokes, movement, and coordination on sand. * Intermediate and advanced players can work on strategy, consistency, and competitive drills. You can register your interest here: [https://form.jotform.com/pacificbeachtennis/pbta-sign-up](https://form.jotform.com/pacificbeachtennis/pbta-sign-up), or contact Luke at 9476 5258 to register

**Who Is This Session For:** Beginner tennis players with no experience or play for less than 1 year. **What You'll Learn:** \- Foundational tennis skills\, footwork\, forehand and backhand strokes\, volley and serve \- Learn progressively\, in stages\, to adapt and improve on these basic skills \- Spar with players of similar standard \- Learn tennis from certified coach \- At least 2 years of coaching experience **What To Prepare:** Water bottle, sports attire, tennis racket will be provided to you :) **Number Of Pax:** Max 4 pax per group **Wet Weather Policy:** Reschedule in case of rain, 1h before lesson **Venue:** Parc Centros Condo, Near Punggol MRT **Time:** Sunday 10-11 am **Price:** $45 per class $150 for 4 classes ($37.50/class) Please PM or Whatsapp Gabriel ([8401 4648](https://wa.me/6584014648)) if you are interested! 😊 ➡️ [https://wa.me/6584014648](https://wa.me/6584014648) **We Also Have Classes Other Popular Locations** River Valley, Buona Vista, Tampines, Punggol, Upper Thomson, Stadium, Farrer Park, Kembangan, Choa Chu Kang, Lorong Chuan, Senja Cashew CC, Bukit Batok and many more! **View All Our Tennis Classes Islandwide! 👇** [https://sporthitch.com/tennis/](https://sporthitch.com/tennis/) **Arrange For Adult Private Tennis Classes! 👇** [https://sporthitch.com/adult-private-tennis-classes-singapore/ ](https://sporthitch.com/adult-private-tennis-classes-singapore/ ) **Arrange For Kids Private Tennis Classes! 👇** [https://sporthitch.com/kids-private-tennis-classes-singapore/](https://sporthitch.com/kids-private-tennis-classes-singapore/)

Our classes are led by certified instructors who will teach you the proper techniques and strategies to help you dominate on the court. You will have a great time getting some exercise, meeting new people, and improving your pickleball game in a way that is efficient and impactful. ### **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

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.

Bring your Raspberry Pi, Arduino, microcontroller, or any other electronic project and join fellow electronics makers for a night of creativity and collaboration! This session is open forum to share your current projects—whether complete or in progress, it’s all interesting! Whether you’re deep into embedded systems, exploring new ideas, or just getting started, you’ll find a welcoming space to collaborate, share, and get inspired. **New to electronics or curious about tinkering?** You’re absolutely welcome. If you’re a beginner and want to experiment, I’ll have a couple of starter kits available so you can try things out—whether that’s blinking your first LED, putting something on a display, or experimenting with simple sensors. No pressure and no experience required—just an interest in learning and building. While we continue to pursue a more permanent venue for this Meetup, we’ll be using public library facilities based on availability. This session will be at the Worthington Park Library in the Olentangy Meeting Room.

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

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

**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

When judging morality, should we prioritize **intentions/duty** or **outcomes/results**? It introduces two influential philosophers as representatives of these approaches. * **Immanuel Kant (deontology):** An action is moral when it is done from **duty** and follows rational, universal principles (the **categorical imperative**). Certain acts—like lying—are wrong regardless of the consequences; you can’t do a wrong thing for a right reason. * **John Stuart Mill (utilitarian consequentialism):** The morality of an action is determined by its **effects**, specifically how much **happiness/well-being** it produces. Mill argues that some pleasures are “higher” than others, and that good intentions don’t redeem harmful outcomes. ## Discussion Questions 1. **The lying dilemma:** A murderer comes to your door and asks if your friend is hiding inside. Kant would say you must not lie. 2. **Can good intentions rescue a bad outcome?** 3. **The organ harvest problem:** A surgeon has five patients dying of organ failure and one healthy patient in for a checkup. Killing the one to harvest organs would save five lives, and the math works out for the utilitarian. Why does this feel so deeply wrong? Is that feeling a point in Kant's favor, or just a bias we should overcome? 4. **Do rules need exceptions?** Kant insists moral rules must be universal, with no exceptions. But most of us can imagine extreme scenarios where any rule seems like it should bend. Does the need for exceptions fatally undermine deontology, or is the strength of the system precisely that it refuses to bend? 5. **Who gets to calculate the consequences?** Utilitarianism asks us to maximize good outcomes, but we're notoriously bad at predicting consequences. If we can't reliably know the results of our actions, is it practical to base our entire moral system on outcomes? Does this uncertainty push us back toward rules and principles? 6. **Everyday morality:** Think about a real moral decision you've made recently, even a small one. Did you reason more like a Kantian (what's the right thing to do in principle?) or more like a utilitarian (what will produce the best result?)? Do most people naturally lean one way? 7. **Justice vs. the greater good:** A town can prevent a deadly plague by sacrificing one innocent person. The greater good is clearly served. But is it just? Can an action be morally right and deeply unjust at the same time? 8. **The big synthesis question:** Are these two systems actually opposed, or do they often arrive at the same answers by different paths? Is it possible that we need both: rules to guide us in the moment and consequences to evaluate systems and policies over time?