MapReduce

Dance Health & Wellness Club Club Membership $130/month entitlement for one class Free 課堂模式 Class Format 45 min 主題舞動 Class Movement 15 min 伸展按摩 Stretch & Massage

好多時會有客人問我哋我哋嘅Meetup Party Games活動會玩啲乜嘢？其實就係例如9 Upper, 狼人真言，Flip 7，歌迷序會等等好玩流行嘅輕鬆桌遊，由當日嘅活動主持決定最終玩邊幾隻！ 其實玩邊隻game唔係重點。重點係個活動好唔好玩！我哋好多活動都有好多人參加. 所以不必多說，你應該知道究竟發生了什麼事！ **今日活動資訊:** 費用: [$105 / Girls $75] Meetup報名 👨$100 👧$70 Pay at entrance. 包飲品一盒, extra飲品每盒$5. 🔔 人多, 或員工/主持忙於教玩遊戲時可能沒暇收取場費, 請利用櫃面PayMe code/Ali Pay /FPS號碼自行支付. 如發現有故意走數情況, 會被放進Meeple Tree 黑名單. 🔔 必須在此報名. 🔔 場地沒有食物提供, 但歡迎帶外賣上來食. 🔔 宣傳其他場地/放飛機/遊戲過程中態度惡劣者會被放進黑名單. 🔔 入埸請除鞋. 埸內拖鞋祗供店內用, 請勿著出店外. 🔔 報名參加Meetup活動, 當系統問你"Are you bringing anyone"時, 如果你祗是一個人來, 毋須㩒+1 (+1代表會帶朋友來的意思). 🔔 我哋嘅活動主持人有時會因為工作或者學業關係臨時嚟唔到，Meeple Tree 保留臨時更換主持嘅可能性。🙏 🔔 本會因放飛機(活動開始前24小時內退出者)被移除人數: 103 🔔 Meeple Tree保留參加者名單最後決定權. 🔔 Follow我哋IG: mtboardgame / boardgame_hk

Avalon 可能係”狼人殺”之後在香港最出名嘅一款身份board game. 新手歡迎👏會教玩! 玩法主要係: 大家都係圓桌武士年代阿瑟王的手下, 當中也混入了奸臣. 玩家輪流做Team Leader, 派人出去執行任務, 大家要共同決定誰人可信誰人不! 因爲祗要有一個壞人混入咗任務團隊任務便會失敗. 一款較狼人殺推理性更強丶更純嘅推理game, 勁啱鍾意估估下嘅朋友! 呢個遊戲唔會有人早出局. 🚫作弊（浪費大家時間） 🚫鬧人（冇人想放工特登走去俾人鬧） 🔔 準時開局. 唔會有凖時到場嘅人無了期等遲到嘅人嘅情況出現. 🔔 專人控場. 粗暴發言、鬧人、貼面、9玩者會被放進黑名單. 🔔 費用: 👱‍♂️$105 👧$85(Meetup報名平$5) Pay at entrance. 包飲品一盒, extra飲品每盒$5. 🔔 場地沒有食物提供, 但歡迎帶外賣上來食. 🔔 宣傳其他場地/放飛機/遊戲過程中態度惡劣者會被放進黑名單. 🔔 入埸請除鞋. 埸內拖鞋祗供店內用, 請勿著出店外. 🔔 報名參加Meetup活動, 當系統問你"Are you bringing anyone"時, 如果你祗是一個人來, 毋須㩒+1 (+1代表會帶朋友來的意思). 🔔 我哋嘅活動主持人有時會因為工作或者學業關係臨時嚟唔到，Meeple Tree 保留臨時更換主持嘅可能性。🙏 🔔 本會因放飛機(活動開始前24小時內退出者)被移除人數: 102 🔔 Meeple Tree保留參加者名單最後決定權. 🔔 Follow我哋IG: mtboardgame / boardgame_hk

Join us for a fun and fitness-focused doubles badminton session at Kowloon (TST) Badminton Meetup. Whether you're a beginner looking to improve your skills or a seasoned player seeking some friendly competition, this event is perfect for everyone. Our meetups are designed to combine exercise and recreational sports in a social and engaging environment. Don't worry if you're new to the sport, as our sessions are coached to help you enhance your badminton techniques while having a great time with fellow sports enthusiasts. Meet new friends, improve your game, and stay active on Sunday mornings with us. Come down to the court, unleash your competitive spirit, and enjoy a morning of exciting badminton matches interspersed with friendly banter and sports socials. Cancellation details: The cancellation deadline is 48 hours prior to the start time of the game for weekdays and Wednesday for weekend games. No show or drop out without payment or delayed payment results in a permanent ban. WhatsApp the organizer at 57197742 to confirm your spot. Thanks https://wa.me/85257197742?text=Join%20sports We don't count RSVP for attendance; WhatsApp reservations only. Address-Harbour Road Sports Center - Arena, 27 Harbour Road, HK Time - 9:00 am Event fees - 60$ per person Join our badminton WhatsApp group for future event updates.WhatsApp me at 5 7 1 9 7 7 4 2 to join https://wa.me/85257197742?text=Join%20badminton%20group

Date: 30 May 2026 (Sat) Time: 15:30 - 18:00 \*HKT Coordinator: Ming Tou, Alex Au Light Refreshments will be available! This is a **workshop** for Python Data Cleaning. Please bring along your laptop with **Python3 installed with enough battery**! *Winners will get a small prize as an accomplishment **in the next meetup**.* Please fill in the form for admission: https://forms.gle/MGMGFiMZQGY4CZuP7 ***Mind the Data Gap*** **This model will be delayed due to: missing values, outliers, and delimiter congestion.** In this hands-on HKPUG workshop, we are turning a Python data cleaning exercise into a gamified team sprint. You will work with a **synthetic Hong Kong-inspired transport dataset**. The data is messy on purpose: missing values, weird outliers, inconsistent categories, URL-encoded station names, confusing delimiters, and fields that look useless until you extract the hidden signal. Your mission is simple: **Clean the data. Extract better features. Run the scorer. Beat the model.** You do not need to tune the model. You need to **rescue the data**. ***How the Challenge Works*** Teams will write a Python data transformation script to clean and enrich the dataset. Our scoring pipeline will then: 1. Run your transformation on the training and test data 2. Remove any label / target leakage columns 3. Train a fixed Gradient Boosting model 4. Evaluate the model using proxy metrics such as F1 and ROC-AUC 5. Convert the result into a data cleaning score This is not meant to be a perfect data quality metric. It is an accessible proxy: if your **cleaning** and **feature extraction** help the **model perform better**, your team gets a better score. **Capacity:** 60 (Team of 4) **Venue Info:** City University of Hong Kong, Kowloon Tong (Exact Location TBC) **Rundown:** **30th May** **15:30 – 15:40** Opening Remarks, Team Formation & GitHub Setup **15:40 – 15:55** Briefing: Data Traffic Report, Challenge Rules & Scoring Pipeline **15:55 – 16:20** Demo: Messy Dataset, Data Cleaning Strategy & `transform.py` **16:20 – 17:10** Team Sprint Part 1: Missing Values, Outliers & Category Cleanup **17:10 – 18:00** Team Sprint Part 2: Feature Extraction, Hidden Signals & Scoring Iterations **18:00 -** Networking outside City University **13th June** **\- 23:59** Winner Team Announcement **Audience pre-requisite:** * **Hardware:** **MUST** bring a laptop with Python 3 installed and a code editor (VS Code, PyCharm, etc.). * **Skills:** Recommended having basic to intermediate-level knowledge of Python (handling JSON, using the `requests` library, and writing basic `if/else/while` loops). **How to join?** 1. Fill in the form for admission: https://forms.gle/MGMGFiMZQGY4CZuP7 2. Click "Attend" on this page

Join **ProductTank Hong Kong** as we celebrate **[World Product Day 2026](https://www.mindtheproduct.com/world-product-day/)**! This year, our continuum of the Product Crossover series\* will be focusing on the evolving relationship between Product Management and Marketing in the age of AI. Whether you're a PM looking to understand the marketing funnel or a Marketer aiming to get closer to the product roadmap, this event is designed to bridge the gap and foster mutual empathy through expert sharing and hands-on workshops. \* previous years we had workshops focusing on [Product Managers x Designers](https://www.meetup.com/producttank-hong-kong/events/288118835), [Product Managers x Developers](https://www.meetup.com/producttank-hong-kong/events/301017254), and [Product Managers x Business](https://www.meetup.com/producttank-hong-kong/events/307681739) collaborations. **🏠 Event Highlights** * **Expert Keynote:** Learn from **[Brian Wong](https://www.linkedin.com/in/brian-wong-41b85492/)**, Lead Product Manager at Bowtie, as he shares insights on **AI applications in B2B Marketing**. * **Interactive Workshop:** Participate in our signature "Crossover Series" where we demystify misconceptions and explore the rapid development of AI opportunities and risks. * **Networking:** Connect with fellow product and marketing professionals in the heart of Wan Chai. **📅Agenda & Rundown** * **7:00 PM: Registration & Networking** Arrive early, grab a drink, and meet the community. * **7:15 PM: Opening Remarks** Introduction to ProductTank HK and World Product Day 2026. * **7:25 PM: Keynote: AI in B2B Marketing** Brian Wong (Lead PM, Bowtie) shares real-world AI applications. * **7:55 PM: Interactive Workshop** Breakout groups (PMs x Marketers) to discuss crossover roles and AI risks. * **8:40 PM: Group Sharing & Closing** Key takeaways from the workshop and community announcements. * **9:00 PM: End of Event** Feel free to continue conversations nearby! **🏠 Event Logistics** * **Date:** May 26, 2026 (Tuesday) * **Time:** 7:00 PM – 9:00 PM * **Venue:** [Bowtie Hong Kong](https://www.google.com/maps/search/?api=1&query=68+Johnston+Rd+Wan+Chai+Hong+Kong), G/F, Bowtie Life Insurance Tower, 68 Johnston Rd, Wan Chai. * **Audience:** We aim for a 50:50 split between Product and Marketing roles to maximize the "Crossover" experience. Special Thanks to [Bowtie Hong Kong](https://www.bowtie.com.hk/) for sponsoring this event! **About ProductTank Hong Kong** Founded in London in 2010 and established in HK in 2017, ProductTank is the world’s largest product community. We are a meetup for product people, by product people. 📢 This event is part of the **[World Product Day 2026](https://www.mindtheproduct.com/world-product-day/)** event series. Please also check out **[the virtual meet-up on agentic AI and QoL of product managers on June 20, 2026](https://www.meetup.com/producttank-hong-kong/events/314583102)**.

Join us for a premier technical gathering where the AWS User Group Hong Kong (AWS UGHK), KSUG.AI (KubeSmart & AI User Group), and the Hong Kong Cloud Developers Association (HKCDA) converge for a deep dive into the future of cloud-native infrastructure. As Kubernetes becomes the bedrock for modern AI/ML workloads, this "Kubernetes Night" is designed to bridge the gap between robust infrastructure and intelligent applications. We will explore real-world orchestration challenges on AWS, the integration of AI within Kubernetes clusters, and the evolving cloud developer ecosystem in Hong Kong. Whether you are a DevOps engineer, a Cloud Architect, or an AI developer, this night is dedicated to sharing "battle-tested" insights and fostering community innovation. Target Audience: DevOps Engineers, SREs, AI Engineers, Cloud Architects, and Cloud Developers. Co-Organized by: AWS UG x KSUG.AI x HKCDA OC Members: Alex Lau (AWS UG Lead), Leonardo LEE (KSUG.AI / HKCDA organizer) — Key Benefits of Attending — 1\. Cross\-Community Synergies — Gain access to three distinct talent pools in one room\. From AWS\-specialized builders and KSUG's Kubernetes/AI experts to the broad developer advocacy of HKCDA\, you will experience a 360\-degree view of the cloud landscape\. 2\. Deep Technical Knowledge \(K8s \+ AI\) — Understand how to optimize Kubernetes for AI/ML workloads\. Learn about managing GPU resources\, scaling inference engines\, and utilizing AWS\-native services like EKS to power the next generation of smart applications\. 3\. Direct Networking with Local Leaders — Connect with the Executive Committees and Organizers of all three groups\. An unparalleled opportunity to find mentors\, career opportunities\, or collaborators for your next big project within the Hong Kong tech ecosystem\. 4\. Stay Ahead of Cloud Trends — Get first\-hand updates on the latest CNCF landscape shifts and AWS innovations\. We move beyond marketing slides to discuss technical implementation\, cost optimization \(FinOps\)\, and security best practices\. 5\. Professional Development & Giveaways — Expect "Quiz Time" sessions with opportunities to win exclusive swags and professional certification discounts \(e\.g\.\, Linux Foundation/CNCF exam vouchers\)\. — Agenda — 18:45 – 19:00 · Registration / Check-in / Setup 19:00 – 19:05 · AWS UG Introduction — Alex Lau 19:05 – 19:15 · KSUG.AI and HKCDA Introduction — Leonardo LEE 19:15 – 19:45 · Vibe-Coding an Internal PaaS on K8s in a Week — Yinyin Chiu (Oursky) 19:45 – 20:00 · Group Photo & Short Break 20:00 – 20:20 · Basic Security & AI Considerations on K8s — Bill Ho (Veeam) 20:20 – 20:50 · Achieving CKA Certification: Key Requirements for Kubernetes Administrators — Simon Sung (Kenfil) 20:50 – 21:10 · Special Guest Sharing 21:10 – 22:00 · Networking 22:00 · End — Topic Details — "Vibe-Coding an Internal PaaS on K8s in a Week" — Yinyin Chiu, Developer, Oursky Limited AI agents turned every non-dev into a shipper of internal tools — but non-devs can't deploy on K8s, and deploying internal tools on public PaaS poses risk. So we gave ourselves 7 days to build SkyRocket: a self-hosted PaaS on our own K8s, gated behind Tailscale. "Achieving CKA Certification" — Simon Sung, Kenfil Simon is a highly accomplished professional with over 24 years of experience in I.T. consulting, recognized for expertise in server-side systems specializing in Kubernetes Cloud Native and VMware virtualization. He is a Linux Foundation Certified Kubernetes Instructor. Topics: 1) Introduction, 2) CKA Exam Structure, 3) What You Actually Need to Know, 4) How to Prepare Smartly, 5) Career Impact. — Venue — AWS Office Hong Kong, 20/F Tower 535, 535 Jaffe Road, Causeway Bay, Hong Kong

Community Wing Chun Class Welcome to our community Wing Chun class, where members can explore this authentic, elegant, and effective martial art. Each session includes solo set practices and partner combat drills. No worries if you're a beginner—personalized attention will be provided to match your level, ability, and learning needs. You'll enjoy the flexibility and confidence to progress at your own pace. Classes are typically 2 hours long. What You Will Learn in Your First Four Lessons Week 1 – Lesson 1: \- Basic stances and footwork \- Introduction to Siu Nim Tau \(小念頭\) etiquette \- Drills: Bong Sau \(膀手\) and Tan Sau \(攤手\) \- Two basic self\-defense techniques Week 2 – Lesson 2: \- Internal energy training \- First three movements of Siu Nim Tau \- Drill: Forward Cutting Palm \(切掌\) \- Two additional self\-defense techniques Week 3 – Lesson 3: \- Stamina and flexibility training \- Movements 4 to 6 of Siu Nim Tau \- Drill: Circular Cutting Palm \(圈切掌\) \- Two more self\-defense techniques Week 4 – Lesson 4: \- Meditation training \- Movements 7 to 9 of Siu Nim Tau \- Drill: Horizontal Grabbing Hand \(執手\) \- Optional drill: Whipping Fist \(鞭拳\) \- Additional self\-defense techniques Fees: $180 per session or $600 per month. \*First lesson is free.\* Special Discounts: Full-time students and seniors receive 50% off. Venue: Room 205, 2nd Floor, Mei Foo Government Complex, 33 Mei Lai Road, Sham Shui Po, Kowloon Language of Instruction: English, Cantonese, Putonghua Interested? Register today! About Sifu Joseph Lau: Sifu Joseph Lau is the sixth-generation successor of the Pao Fa Lien Wing Chun school. With over thirty years of martial arts experience—including training in Southern Shaolin, Tai Chi, Baguazhang, and Qi Gong—he brings a wealth of knowledge and dedication to his teaching. For more information about Pao Fa Lien Wing Chun, visit: https://www\.facebook\.com/pflwc\| http://pflwingchun\.com Questions? Email: josephlau.star@gmail.com Note: We welcome committed practitioners serious about learning and practicing Wing Chun. Observers and media recording are not permitted. Please arrive punctually if you have registered. Participants are responsible for their own safety. All fees support the ongoing operations and charitable initiatives of the non-profit International Association of Pao Fa Lien Wing Chun.

Reading is important because it develops your mind and gives you excessive knowledge and lessons of life. 開卷有益！大家最近有冇讀到一啲好書呢？不如出黎分享下讀書心得呀？參加呢個讀書活動，分享好書，分享喜悅。😊 有興趣參加可以WhatsApp我：95182994

HKGHH Event on Tue Jan 20th at Boomberang LKF (Partner's Event) HKGHH Event on Tue Jan 20th 7pm HKT at Boomberang LKF HK Build Your Own Client Base / Resource Networks FOR FREE:) \*Special Drink Discount for all Guests\* \*Extra Special Drink Discount for Lady Guests\* Hope to see you and your friends at 7pm in HKGHH Event:) Luma: https://lu.ma/hkghh Eventbrite: https://hkghhdeal.eventbrite.hk Event Venue: Address: Boomberang & Gram the Gourmet, LG/F, LKF Tower, 55 D'Aguilar Street, Central, HK https://maps.app.goo.gl/6zpArv2mtQobWtc36

只要行出第一步，就可以擴闊生活圈子~ https://forms.gle/WtTsxUUErco3PKB5A 填左以上Google Form就可加入活動群😁 係香港識朋友話難唔難，話易唔易，所以都希望透過呢個平台令大家互相認識，一齊去吃喝玩樂~ 定期舉辦行山、水上活動、PARTY ROOM、睇戲、食飯又或大家諗到都可以建議版主去搞~

**Latest Dojo Location!** **Knotty Pine Brewing** 1765 W 3rd Ave, Columbus, OH 43212 We're going to try a new dojo location for a few weeks and see how it works Dojos are informal Python group study sessions where everyone interested in Python gathers to learn about Python, help others with Python, or just hang out. Everyone is welcome from Python beginners to experts. Bringing a laptop is encouraged (we'll have extension cords and power strips). If there's something you want to learn leave a comment on this invite so we can plan ahead. We're looking for speakers for our Monthly Meetups! Fill out the form if you are interested in presenting to the Python Community. https://forms.gle/ehSfUAC2WgR34Crq9

Jimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant.

Join us as we get together to see Paul Rudd in the latest comedy-drama-musical from John Carney, POWER BALLAD! The film follows a washed-up wedding singer, a fading boy band singer and a stolen hit song. Here’s a description, trailer and plan for this event: DESCRIPTION: Rick, a washed-up wedding singer, and Danny, a fading boy band star, bond over music and a late-night jam session. When Danny turns Rick's song into a hit, Rick sets out to reclaim the recognition he believes he deserves. Power Ballad is written/directed by John Carney, the master of the modern musical and creative mind behind Once, Begin Again and Sing Street! It stars Paul Rudd, Nick Jonas, Peter McDonald, Marcella Plunkett, Havana Rose Liu and Jack Reynor. BUZZ & ACCLAIM: The film premiered to rave reviews at this year’s Dublin International Film Festival where critics call it “a sure-fired crowd-pleaser” that “just might be the feel-good hit of the year!” Others say, “Paul Rudd delivers a career-best performance in this charmer” that’s both “hilarious and deeply moving!” SUMMER OF ICE CREAM, VOL 2: SHAKE NO. 8! Ranked the #1 Ice Cream Shop in Columbus in 2024, this is the perfect place to kick off our Summer of Ice Cream and grab a sweet treat after the show! Their menu features an array of traditional, specialty and vegan shakes, hot cocoa, and more! You can check out their full menu here: [https://www.shakeno8.com/menu.php](https://www.shakeno8.com/menu.php) PLAN: We’ll plan for a 7pm-ish showing and will meet in the lobby area about 20 minutes before the show. Once showtime is announced, advance ticket purchase is advised! Once you have yours, please list your seat number in the Comments section of this event. We'll head to nearby Shake No. 8 immediately following the show! Should be a fun one, Dan

This is an in-person meeting. At this meeting you will get answers to depression and anxiety. Find out the source of them and how to get rid of them. Did you know that unwanted emotions like anxiety, depression, unhappiness, loneliness, hopelessness, anger, fear, or feelings of irritation don’t just fall on you for no reason. They are not random occurrences that simply happen to people's minds. They are definitely not due to a chemical imbalance in your brain from some nebulous chemical reaction "by chance". Your negative emotions are the symptoms of the painful experiences that you have which are not healed, and which are still affecting you. The effects of these painful experiences are exacerbated by the pressures or difficulties of the other problems in your life. Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is created by the Hubbard Dianetics Foundation of Central Ohio and Church of Scientology of Central Ohio.

Some trained COUNT volunteers work together once a month at RMH (http://www.rmhc-centralohio.org/volunteer.php) as Housewarmers (usually on the 1st Sunday from 1 – 5 PM). Some schedule other shifts at their convenience. You may try this out with less fuss by following a "Fast track" or go through the normal process. Fast track • Arrange a time to shadow a COUNT volunteer. Call Dave Nohle at 614-268-9558 (cell). • Show up and try it out. • Complete application, etc. later. Normal process • Complete an online application (http://rmhc-centralohio.org/volunteer/). • Attend orientation in advance. • At orientation you will complete forms agreeing to keep family/patient info private and allowing a background check and tour the facility. • Complete one training shift. Daily shifts are: morning 9 AM - 1 PM, afternoon 1 - 5 PM and evening 5 - 9 PM. • Schedule shifts online using the on the RMH scheduling system (http://www.volgistics.com/ex/portal.dll/?FROM=32895). The Ronald McDonald House (RMH) provides housing and meals for families with sick children. The Columbus RMH is the largest in the world with 137 rooms. COUNT has been volunteering there since May 2014. Housewarmers work with RMH guests to provide a home-like environment - greet, assist with family needs, answer phones, give tours, assist with checkin/checkout, prepare guest rooms after checkout, clean facility, laundry, restock supplies and staff the front desk. RMH Housewarmers volunteer at least one four-hour shift a month. All Housewarmers must complete an application and agree to a background check before they can be full fledged volunteers.

Communication is everything in life! You are only as successful as your ability to communicate. \- What if you could confidently talk to anyone? \- What if you had the ability to calmly control every conversation? \- What if you could close that sale\, ask for that date\, make new friends\, repair problematic relationships\, get that raise\, or effortlessly express any idea with confidence? You can! The secret to success relies on your ability or inability to effectively communicate. Attend a free seminar and gain a better ability to communicate. Hosted by the Church of Scientology of Central Ohio For more information, contact Rhiannon, the Event Host at 614-221-5024

**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** Like it or not, AI agents are now capable of turning a quickly written paragraph of requirements into a pull request that is ready to be integrated into real-world production applications and it's now our responsibility to make sure AI doesn't go rogue and take down prod - or corrupt our data by misunderstanding the requirements or our existing schemas. In this session we'll explore strategies to protect our codebases through unit and integration testing, documentation, and code review along with additional ways of providing context and guard rails to our AI agents as they carry out the work we've assigned them to do. By the time we're done, you'll have a firm grasp of the problem and understand some helpful options for protecting your codebase from vibe coding mishaps getting YOLOed into prod. **YouTube Link** TBD