Analytics: Outcomes, Experimentation Intelligence

Advance & Intermediate players for fantastic games. WA Jack 96893094 to confirm yr RSVP. 2hrs $20 or 3hrs $22 premium shuttles & aircon courts. We play 135 (Mon, Wed & Fri) wkly. Looking for advance/high intermediate players to join the ICML (Inter-Club Master League) & other tournaments throughout the year.

The Go Academy Social Go Club is located at The Go Academy Punggol Centre Punggol Coast Mall, Tower 98, 98 Punggol Way, #01-224, Singapore 829857 **Event will happen by default. Usually we have 5 - 10 regular players every week. (They are not on meetup so you won't see the attendee count reflected here) So just come down! If you can't find us, text us at 9199 0946** When you have reached, the person in charge (likely Shaun) will arrange a player of your skill level for you to play with. If you haven't played in a long while or are just started learning for awhile, don't worry as there are other beginners and you will be able to play with handicaps. Most players start streaming in at 7PM onwards but it's ok to be early or later, whichever is more convenient to your timing. You are free to arrive at any time and leave at any time. Most serious players will play and review their games until 10PM and you are encouraged to do so. If you require a review of your game, you may politely request it from your opponent. We are all here to socialise and build a community around this game. There may be instances where there is a low visitor count. In such a case, Shaun will play a game with your personally or arrange an AI opponent so not to worry about a wasted trip. Please note that this is not a class for learning how to play. You may find our classes on our website @ https://thegoacademy.com.sg. Most importantly, enjoy and have fun. You may contact us at 9199 0946. We are open every Monday 7PM to 10PM until specifically stated. Join our WhatsApp group when you meet us in person. Do take note that we will not be dropping you a message on meetup to confirm that the event is happening or to liaise with you. The event by default is confirmed to take place every Wednesday.

We are playing at Tebing ln, Punngol. Welcome beginners and intermediate to join us. Feel free to pm if you have any enquiries. thanks 😊 Add my xiaohongshu id: 27421369691 我们在tebing ln, Punggol 玩匹克球。欢迎新手 / 中等水平球友加入我们！如果有什么问题可以私我， 谢谢～ 欢迎加我小红书ID: 27421369691

We are launching a new Beach Tennis Group Class every **Monday 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

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.

Come getaway with us to explore this tranquil, peaceful picturesque island! Yes, an inner calming experience awaits the traveler who is ready to explore, unwind and soak in this rustic island’s surreal charm and beauty. To enable many of our new Cantonese friends to participate and explore this lovely island, we will make this a Leisure Walking event, we may cover.... ie. Chek Jawa wetlands, Jewawi tower, take the coastal boardwalk, chill-out at Punai Hut and slowly explore the other parts of the island at their own pace before heading back to the jetty’s Village area. \*\*Scenic & rustic places we’ll be visiting: a) Chek Jawa Wetlands (Marine life) b) Coastal Boardwalk c) Jejawi Tower d) Punai Hut e) Bukit Puaka (highest point of Pulau Ubin) Walking Trip Details: Day and Date: Saturday, 7 February 2026(Sat) Start Time: 9:00am SHARP! Meeting Venue: Changi Point Ferry Terminal (Street Level Facing the sea) Nearest Bus Stop: Bus 2, 29, 59 and 109 Those coming by MRT, alight at Tanah Merah Station and take Bus 2 to Changi Village Bus Terminal. Bus journey is about 40 min. Estimated End Time: 2:30pm (Changi Point Ferry Terminal) Route: Explore the Eastern part of island with option to Western part (Walker) if time permits. Total Distance Covered: 12km(East) Group size : Maximum of 60 (as every bumboat can carry a maximum of 12 passengers) Personal Expenses: Two-way bumboat ride costs $6 per pax and an additional $4 if you decide to bring your own bike(2019 price for reference) Compulsory Items : Rain gear such as ponchos **Your own packet lunch to be consumed on the island** At least 1.5 litres of water. You'll need it. Recommended Items: Comfortable clothing Hat/cap, arm sleeves Good comfortable Trekking/Sports shoes (No flip-flops, Open-toed footwear) Light snacks Insect repellent Optional Items: Sun block lotion Sunglasses Camera, Handphone Extra set of clothing for change after hike U-Lock for riders bringing their own bikes(for those wish to cycle around on their own) Additional Information: Unless there is a heavy thunderstorm with high lightning risks on NEA's weather forecast report making it too dangerous to walk, this event will be on. Any cancellation will be notified via Cantonese’s Meetup event portal not later than 6:30am on the event day. Please be thoughtful and update your RSVP early if you are unable to attend this hiking event. Do not RSVP if you are unsure you can complete the route distance due to health reasons, or totally new to walking long distance, have no confidence in walking on gravel road/dirt tracks as you may cause inconvenience to all other participants. Lastly, remember to have a hearty breakfast before coming for this walking event. This event is only for Cantonese members. Contact - Bong Lam - 96 196 902

Feeling confused about weight management or tired of starting and stopping diets? **Weight Management Made Easy** is a beginner-friendly sharing session designed to help you understand weight in a clear, practical and sustainable way — without pressure, restriction or extreme methods. This relaxed and easy-to-follow session is perfect for beginners who want to feel healthier, lighter and more confident, one step at a time. **What You’ll Learn:** * Why weight gain happens (explained in simple terms) * What “sustainable habits” really mean for everyday life * Easy nutrition principles you can apply daily * How to support your body for long-term results **Who This Session Is For:** * Beginners who feel overwhelmed by weight-loss information * Anyone tired of strict diets that don’t last * Those looking for a realistic and sustainable approach to health **What This Session Is Not** ✨ No crash diets ✨ No complicated science ✨ No extreme rules Just simple, practical habits that work in real life. If you’re ready to stop guessing and start managing your weight with clarity and confidence, this session is for you. Join us and take your first step toward sustainable results.

Many people hear about passive investing (mutual funds, REITs) and active investing (stock picking, trading), but are unsure which approach actually makes sense for them. This in-person, small-group meetup is a relaxed, no-pressure discussion to help working adults understand the real differences, trade-offs, and expectations behind each investing style. There will be no sales pitches, no product promotion, and no obligation — just practical sharing and open discussion. What We’ll Cover * What passive investing really means (and what it doesn’t) * What active investing involves in real life * Time, effort, cost, and risk differences between both approaches * Why most people underperform when choosing the wrong strategy * Common misconceptions about “beating the market” * How people realistically combine both approaches * Open Q&A — bring your real questions This session is beginner-friendly and uses simple examples instead of technical jargon. Who This Is For * Working adults and young professionals * Beginners curious about investing * People who feel confused by online investing advice * Anyone deciding between DIY investing or guided approaches No prior investing knowledge is required. About the Host I work in financial planning, focusing on investments and risk management. This session is educational and discussion-based. There will be no product pitching during the meetup. For those who wish to continue the conversation after the session, that is completely optional. Format * Casual introductions * Short sharing session * Open discussion & Q&A * Free networking after Group size is kept small to encourage meaningful conversation. Notes * This is a physical, in-person meetup * Venue: Punggol Coast Mall * Please RSVP so seating can be arranged * Feel free to invite a friend who may benefit Looking forward to a good discussion and exchanging perspectives 😄

Managing money shouldn’t feel complicated — yet many working adults feel unsure whether they’re saving enough, investing correctly, or making the right financial decisions for the future. This beginner-friendly, educational session is designed to give you a clear, practical foundation in personal finance — specifically tailored to the Singapore context. Whether you’re early in your career or simply want to get more clarity around money, this session will help you understand how the key pieces fit together. What We’ll Cover * The 3 pillars of personal finance: Saving, Investing & Protection * How CPF, cash savings, and investments should work together * How much you should roughly save vs invest at different life stages * Common financial mistakes working adults make (and how to avoid them) * How to build a simple, sustainable financial structure without jargon * How to think long-term without needing to “time the market” Who This Session Is For ✔ Working adults in Singapore ✔ Beginners with little or no finance background ✔ Those feeling overwhelmed by too much online financial advice ✔ Anyone who wants clarity before making financial decisions No prior knowledge required. What This Is (and Isn’t) ✅ Educational and discussion-based ✅ Practical and real-life focused ✅ Neutral and beginner-friendly ❌ Not a sales talk ❌ No products being pushed The goal is understanding, not selling. Event Format * Short presentation * Simple visuals & examples * Open Q&A and discussion * Casual, friendly environment Come listen, ask questions, or just learn at your own pace. 📍 Venue: Punggol Coast Mall ⏱ Duration: \~1.5–2 hours 🎟 Cost: Free If you’ve ever thought “I should really get my finances sorted, but I don’t know where to start” — this session is for you.

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)

I love my job and one of the main things I do is help customers get going with any of the data technologies at Microsoft. Right now there are a lot of my customers asking about Microsoft Fabric. It's hard to weave across all the shiny new options across the Fabric landscape, let alone figure out where it fits into your organization. In this session we'll focus on answering one question - how can I get data into Fabric? We'll talk through the "it depends" options and see some of the options in live demos.

The February Ohio North Database Training user group meeting will be held on **February 3rd, 2025 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **David Pickering**. You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/27861114692350?p=lHdrSV1OOELhLnCiAg)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Updates and announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract **No Map Required: Geospatial Analytics Directly in Your Data Warehouse** Think geospatial analysis requires specialized GIS software? Think again. This session introduces you to shapefiles and spatial operations right inside your database—no mapping application required. We'll demystify shapefiles (what they are, how they work, and where to get them) and show you how nearly every modern database —from DuckDB to Snowflake, supports spatial operations. You'll see practical demos covering spatial joins, distance calculations, and how to determine if two shapes interact with each other. Whether you're a data engineer optimizing delivery routes, an analyst aggregating metrics by geography, or a BI developer building location-aware dashboards, this session will show you how to unlock powerful spatial capabilities already built into your database stack—no specialized tools required. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

### Tools in your AI's Toolbox : An introduction to MCP Servers The generative AI revolution has unlocked unprecedented capabilities, but the next frontier is agency: empowering models to interact with, query, and act upon the world. The current challenge is the “N x M integration problem,” where every AI model requires a custom, brittle integration for each external tool or data source. This approach simply doesn’t scale. How can we give an AI access to our sales leads, code repositories, or IoT devices in a standardized, secure, and reusable way? This session introduces Anthropic’s Model Context Protocol (MCP), the open-source framework designed to solve this challenge and become the universal connector—the USB-C port—for AI. MCP standardizes how AI models discover and use external tools, moving beyond simple function-calling to a robust, client-server architecture. We will dive into how this open protocol is creating a new ecosystem for building powerful, context-aware AI agents. Join this session for a developer-focused introduction where you will learn how to: Understand the core concepts of the open-source Model Context Protocol and its architecture. Utilize pre-built, open-source MCP servers to instantly connect AI to tools like Git, Slack, and databases. Build a custom MCP server to securely expose your own proprietary data and APIs as tools for any compliant AI. Move beyond bespoke integrations and contribute to a standardized, collaborative, and open ecosystem. Stop building one-off connectors and start building intelligent agents. This session will give you the practical knowledge to leverage MCP and create the next generation of AI that doesn’t just talk, but does. Want to be a speaker? submit your talk to our Call for Presenters!!! [https://sessionize.com/azure-cbus-2026/](https://sessionize.com/azure-cbus-2026/)

OWASP is ending use of Meetup, so I built an eventbrite for the event. https://www.eventbrite.com/e/ai-development-risk-case-studies-and-how-agentic-ai-is-the-future-of-appsec-tickets-1981450622150?aff=oddtdtcreator AI is transforming how software is designed, developed, and deployed, dramatically accelerating velocity while introducing new categories of risk. As organizations adopt AI-assisted coding, autonomous agents, and increasingly complex model interactions, traditional application security approaches struggle to keep pace. This talk examines emerging AI-driven risks through real case studies from the field, highlighting issues such as insecure code generation, data-leakage pathways, model manipulation, and evolving supply-chain threats. We will explore how engineering teams must adapt their people, processes, and governance models to secure AI-augmented development workflows effectively. The session will then introduce agentic AI as the next evolution in application security—autonomous systems capable of continuous analysis, multi-step reasoning, and real-time remediation. Attendees will learn how combining agentic AI with modern practices can reduce developer friction, improve coverage, and create a future-ready application security strategy designed for the demands of AI-native software development

Join members of the local UX and Digital Design community for a casual monthly breakfast. There _might_ be a little snow, but there _will_ be effectively infinite serve-yourself coffee, so it evens out if you ask me. Just a reminder, while the other locations are great too, we’re at the Lane Ave one this time.

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.