Commodities Trade

Learn different techniques and different media (e.g. watercolour painting, sketching with pastel, charcoal...) for different subjects (still-life, landscape, portraiture…) of different themes to produce your own portfolios for DSE, IGCSE, GCSE / A-LeveL / IB, application for universities. Only one charge and all art materials will be provided! Please RSVP call or WhatsApp Win Davies +852 9332 0424. your own portfolios for all art exams, IB, application for universities. Only one charge and all art materials will be provided! Please RSVP call or WhatsApp Win Davies +852 9332 0424.

*\**\* This event is listed here for information only. Please join **[The 852 on Heylo](https://heylo.group/the852 "https://heylo.group/the852")** **for free** to complete **[your registration](https://heylo.com/invite/EfQoI5Qk "https://www.heylo.com/invite/Li4VDuEF4")**. \*\* Enjoy a fit, social Saturday evening at the largest pickleball venue of our new partner, [212HK](https://www.instagram.com/212hong_kong "https://www.instagram.com/212hong_kong")! Meet new friends, play games, then grab dinner & drinks at happy hour prices! 🥳 Both experienced players and newcomers are welcome—the 212HK coach will bring us up to speed! 📅 Date: Saturday, 30-May ⏰ Time: 5:00 PM 📍 Location: 212HK, 15/F S22 Building, 22 Heung Yi Road, Wong Chuk Hang. Wong Chuk Hang MTR Exit B 🎟️ **Ticket Price** Ticket includes: Entry, 2-hour racket rental, group class coaching, and game time! • Early bird offer ends on 3-May. **Early bird HK$300** \| Standard HK$350 Sign up for membership at [HK$150/month](https://buy.stripe.com/6oU6oH27RbFk6kgghV93y01 "https://buy.stripe.com/6oU6oH27RbFk6kgghV93y01") via the [Stripe link](https://buy.stripe.com/6oU6oH27RbFk6kgghV93y01 "https://buy.stripe.com/6oU6oH27RbFk6kgghV93y01"), and pay HK$150 for this event; check out on [Heylo](https://heylo.com/invite/LHK1RAm4 "https://heylo.com/invite/LHK1RAm4")! Limited capacity – first come, first served! 🏃 Come make new friends with active people and enjoy a fun-filled evening together! 🎁 Get hooked on pickleball? There's a special offer if you want to sign up on the spot! Miss that? Check out the [partner benefits for The 852 members](https://www.heylo.com/benefits/fe9e370b-b33d-4fb6-9175-271b6ad9b401/-Opf_dhI2aBjep6YmXWb "https://www.heylo.com/benefits/fe9e370b-b33d-4fb6-9175-271b6ad9b401/-Opf_dhI2aBjep6YmXWb") on Heylo. \*\*\* Register the event [here](https://heylo.com/invite/KWxoi7aM "https://heylo.com/invite/KWxoi7aM")! \*\*\* ***The 852*** *is a Fitness & Social Community that supports an active lifestyle through monthly membership pricing of HK$150. Members enjoy free weekly outdoor workouts, along with preferential rates or free entry, to select paid events.* Check out the [full schedule](https://heylo.group/the852). 😉 Follow us on [Instagram ](https://www.instagram.com/the852hk/)**[@The852HK](https://www.instagram.com/the852hk/)** [The 852 on Heylo](https://heylo.group/the852) : **https://heylo.group/the852** #The852 #The852HK #Pickleball #ActiveLifestyle #SocialActivity #NewInTown #MakeNewFriends #ExpandYourCircle

亨利.穆傑的法國經典小說 +意大利19世紀末最重要的歌劇作曲家賈科莫.普契尼的著名歌劇《波希米亞人》藍本 +法語演唱。 故事：一群年輕人在 從放蕩不羈的青春 步向 肩負責任的成年 之間，如何在缺乏生活保障的情況下，依然追求藝術理想與愛情。 “Scenes of Bohemian Life” is a work by Henri Murger, published in 1851. a collection of loosely related stories, all set in the Latin Quarter of Paris in the 1840s, romanticizing bohemian life in a playful way. 2 operas were later based on the novel and play, *La bohème* by Giacomo Puccini in 1896 and *La bohème* by Ruggero Leoncavallo in 1897. Puccini's became one of the most popular operas of all time, spawning several later works based on the same story. **日期：2026年5月30日(星期六)** **時間：1)食飯:@6:15-7:00pm (可選), 2)音歌劇:@7:30-9:15pm** **地點：香港理工大學** **集合時間及地點：1)理工大學VA樓canteen; 2)賽馬會綜藝館地面層; 電聯** **座位: 自由劃位(本人會於7:30pm先排隊入場為大家獲取好座位)** **主辦單位：法國五月藝術節、理工大學、香港歌劇院** Date: 30 May, 2026 (Saturday) Time: 1) Dinner @6:15-7:00pm; 2) Opera @7:30pm-9:15pm Address: JC Auditorium in Hong Kong Poly University Assemble: 1) canteen in VA Building; 2) G/F of JC Auditorium; by call Seat: 6 people limited (Other audience in event as well) Seating: No seating is set and seats are served on first-come-first-served basis (I will queue up for good seat at 7:30pm for members) Presented by: French May Arts Festival, HK Poly University, Opera Hong Kong MeetUp費用：自由定價價值,(晚餐費另計). 報名：按Attend-> 填寫1)聯絡電話號碼, 2)男/女, 3)你願意付出此次活動費用, 4)一起用餐否?-> 確認入選活動-> 繳費(入帳恆生銀行號碼: 359-366101-882 (NG Y\*\ \*S\*\*\*)/ FPS/PayMe: 97419423)-> 再以閣下電話whatsapp(97419423)以下資料: 1)MeetUp名字, 2)過帳通知書. MeetUp fee: Free pricing as you value, (Dinner price excluded). Join: Click ‘Attend’-> Write down your 1)Contact number, 2)Male/Female, 3)Fee that you would pay for this event, 4)Meal together? -> Get confirmation of being in the event-> Pay to Hang Seng Bank acc: 359-366101-882 (NG Y\*\* S\*\*\*)/ FPS/PayMe: 97419423-> Whatsapp 1)MeetUp name, 2)Payment notification \*\*\*a) Welcome foreigners. Please remark your language if you are foreigner. [歡迎外地本地人一同熱鬧.請外地人指明語言.] \*\*\*b) Participants are required to follow instruction of the venue. [參與者要遵守場地規則,違者則有可能被邀離開.] \*\*\*c) Late comer may be restricted to admit and continue in the activity. [主辦組織不作逾候,逾時者有可能不被參加,請預早抵達.] \*\*\*d) No refund or seat transfer after payment, unless is the cancellation of activity or by our group. [交費後若未能出席參與者,繳款不獲退回及轉讓.(除非活動取消而全數退款).] \*\*\*e) Photos taken by our group during activity will be as record and promotion. [活動如有拍照,以作記錄和宣傳用途.] \*\*\*f) When there are 3 No Show, we have the right to ban you out from our groups. [凡超過3次No Show者,本組有權將該組員移離本群組.]

「棋妙Bingo!」現已開始 詳情請參閱棋妙策士各社交平台 [@wonderful_advisor](https://www.instagram.com/wonderful_advisor?igsh=ZjY5bnVkYjV2MHo0) 石屋家園的活動室整潔乾淨，場內提供超過300款桌上遊戲(Board games)任玩。不僅適合親子同樂，也是好友相聚的好去處。 場內設有桌遊教學，歡迎一家大小一齊體驗桌遊的樂趣。 時間：6:30-10:00PM 地點：九龍城聯合道133號石屋家園活動室 收費：每位$40 (大小同價) 12歲以下小朋友需由家長陪同 訂座電話：23250111 (需於當天中午12:00前預約服務，名額有限先到先得) 服務時間：每月第一、二、四個禮拜六晚上 18:30 – 22:00

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**.* **Due to the university entrance policy, we are currently closed for new university QR code entrance registration. Please feel free to join us by registering yourself under the university entrance counter!** ***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. Click "Attend" on this page

LSS Smart Fitness 律動班系列 Wed/Sun $100/ 1-hr class ($350 /4-class) Please RSVP one week in advance Welcome to book other time slot (WhatsApp 65230389) Vibration x MFR 療癒律動 (Relax, Muscle release & Facial massage) Vibration Fitness (Stretch & Strength) 健體律動 Vibration x BellyFit 美型律動 (Body Shape-up with Bellydance Technique Drills) Vibration x Yoga 律動瑜伽 (Yoga Asana in vibration setting) https://eshop.cosway.com.hk/ One FREE trial class with any Cosway purchase receipt over HK$1000 under introducer code : HK370579B 以 HK370579B 作介紹人的 Cosway (網購或門市)購物消費，逾 HK$1000，可免費試上律動班系列一節

恆常玩pickleball活動，不定期開場，target每場6-8人攤分場錢，人均低至$50/2hrs，包球拍租借，有興趣入嚟先😁 報名方法: **如果你想更深入了解其他會員/優先獲得活動名額及資訊，歡迎填妥[簡單表格](https://forms.gle/VuduPPGrMwCFiY2S9)加入Whatsapp會員限定群組，連結：** https://forms.gle/VuduPPGrMwCFiY2S9 本群（Fun & Positive Hong Kong X L&G）旨在協助大家輕鬆快樂交友，排憂解難，擴闊社交圈子，成為大家繁忙生活中嘅一片可以抖下氣嘅綠洲😉大家等緊你呀！～🤗🥳😉👍 **Your Pal,** **Fun & Positive Hong Kong X L&G Admin Team🥳😎**

Hello HnT Crew! We're taking our hike to Ma Shi Chau for an awesome geological journey back in Time! ☀️ Length: ~4.5 km (Out-and-back) Difficulty: Easy (Mostly flat coastal trail, but requires careful footing) Time: 2 - 3 hours (Will vary on everyone's pace and how much we stop to look at rocks!) Supply: No supply stations along the nature trail; please stock up at Sam Mun Tsai before we head out. Elevation Gain: Minimal (~40 m total) Distance Posts: Ma Shi Chau Nature Trail posts C5101 to C5112 ⚠️ Important Notice: Punctuality & Waiting Policy Please make every effort to arrive on time so we can keep the event running smoothly for everyone. ⏱️ 10-Minute Grace Period: Organizers will only wait a maximum of 10 minutes past the scheduled start time. If you are running late and we have not received a response or update from you, we will have to proceed without you. ✅ Reminders: Check the Tide Table: The tombolo (sandbar) connecting Sam Mun Tsai to Ma Shi Chau is submerged at high tide! We have timed this perfectly, but keeping an eye on the water level is mandatory. ✅ Bring at least 1.5L of water ✅ Wear proper hiking shoes (coastal rocks can be sharp, slippery, and covered in mud/barnacles) ✅ Light snacks ✅ Sun protection (the coastline is highly exposed with very little shade) ✅ Lastly, good vibes! Additional Notes: 📝 Digital Sign-off: There will be a digital sign-off sheet acknowledging that the organizers are not responsible for any injuries sustained during the hike. ✊ Respect the Site: Ma Shi Chau is a protected Special Area and a UNESCO Global Geopark. Strictly no picking up or taking any rocks, fossils, or shells. Leave only footprints! 🩹 Safety First: First Aid is covered! Let's head out and explore some of Hong Kong's oldest sedimentary rocks and stunning Tolo Harbour views! See you there!

大家好, 我們誠摯地邀請大家來參加我們的聚會。請大家各自帶一本最近閱讀的書 (中英文也可以, 我們建議文學)，分享您對這本書的想法和感受。這將是一個輕鬆愉快的環境，讓我們一起交流和啟發。 費用: 免費 聚會地址是：上環文咸西街44-46號903室 Whatsapp booking: 4449 0049 Website: https://midnightbliss-studio.com/ IG: midnight_bliss_studio 期待與大家見面。 祝好, Cultural Hub We sincerely invite you to our book club. Please bring a book you've recently read (in Chinese or English, it's fine but we prefer literature), and share your thoughts and feelings about it. This will be a relaxed and enjoyable environment for us to exchange ideas and inspire each other. Fee: Free RSVP Whatsapp booking: 4449 0049 Location: Suite 903, 44-46 Bonham Strand West, Sheung Wan

To enjoy this hike-swim event in safety, we’ll take boat from Pak Sha Wan Pier in Sai Kung to secluded nature Pak Shui Wun(白水碗) , then we trek to turquoise Campsite Beach(露營灣) for swimming. Let’s explore WWII anti-invasion Pillbox機槍堡 (PB)107 & 108 if possible. As they are hidden at the coast of Chuk Kok opposite to sea of Trio Bay, it means no shop or any replenishment support. **Be fully equipped** with hike & swim gear *under the heat*. According to a study on the relics of the territory’s pillboxes (PBs) by The University of Hong Kong, “Hong Kong’s PBs are internationally significant due to their unique designs, and the accumulation of scientific knowledge about them, particularly in oral history, mapping, photography, and surveying. " "They also hold value in academic and professional domains including dissemination, appreciation, and curatorship. Compared to other places, such as Singapore, **Hong Kong’s work in this field is more advanced**.” Please bring two litres of sports drinks & your lunch box with snacks. No store or any replenishment support there. Sandals or anti-slippery swim shoes will be useful if you wet your hiking shoes during a little coasteering. There is **NO** **lifeguard** in Campsite Beach, ***swimming is for experienced swimmers* only.** Bring an umbrella or light tent for sheltering, if you just want to enjoy the rest on the sand! By 5pm, we will take the booked boat back to either Pak Sha Wan Pier or Sai Kung Pier. Please prepare at least $60-$120 cash for two-way tickets.Let’s have dinner afterwards(cash $230+).🍺🍹 First-time participant please answer all questions posted when you make RSVP. **Meeting** **Date:** Sunday 31 May, 2026 **Time**: 1pm **PROMPT** **Gather at**: **Minibus** **Terminal chairs** opposite to **CIRCLE K** convenience store, Sai Kung **Event Ratings:** Speed: 2/5 Hike Length: 3-5km (depends our team chemistry & the weather) Difficulties: 2.7+(adding the heat)/5 **WHAT TO BRING** 1\. A 😃 2\. Hat\, sunblock\, sunglasses and umbrella \(flippers & swim stuff if you swim\) 3\. At least 2 litre of energy drinks & electrolyte chews 4\. Proper clothing & shoes catering for the above\-mentioned event 5\. Hiking/sports backpack\, no shopping bag please 6\. Poles & **hiking gloves** 7\. Sweat cloth for replacement 8\. portable ice to cool down **IMPORTANT INFORMATION** 1/ Please be punctual 2/ Please wear sports attire catering for the event 3/ No radios, No guests **OTHER INFORMATION** 1.“No Shows” especially last-minute absence without a head up will be recorded. 2\. Habitual “No Shows” will be removed from the group\. 3\. Be responsible\, please update your RSVP at least 4 hours prior to the activity if you can’t make it\. If it is an hour or less before the event\, please call our Host\. ***Disclaimer:*** *Hong Kong Healthy Outings organizes events on an amateur basis. By joining the events, all participants are deemed to have read and understood the activity description, to have determined that they are of a suitable fitness level to undertake the events, and to have agreed to exonerate the leaders, the organizers and any other participants in the walks from any liabilities or claims, including but not limited to liabilities and claims as a result of any injuries or deaths or damages arising therefrom.*

If you are interested in selecting investment choices for your 401(k) or other workplace savings plan, minimizing your income tax liability, or identifying the most effective investments for your brokerage account, we are the group for you. We are a local chapter of Bogleheads, whose investment strategy can be found here: https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy Or you can peruse the Boglehead forum here: https://www.bogleheads.org/index.php I look forward to seeing you there. Mark Vonder Haar

We will be marching again this summer at Pride. Come ready to show your Pride and stand-up for every human's right to love, respect, and family! * **Step-off:** 10:30AM * **Route:** TBA * **Lineup info:** TBA

Please reserve your spot by registering on the below link : **Reserve** https://www.eventbrite.com/e/join-biggest-community-investors-founders-columbus-online-tickets-1988563717610?aff=meetup **QUESTIONS ?** Pls Reach out to; Ridhi - +971504724873 ( WhatsApp Only)

# **Saturday, June 20, 2026** **Beginners’ Session 1:30 to 2:00 PM** **Dancing 2:00 to 4:30 PM** **Band: Gem City Revelers** **Caller: David Mould** **You are invited to join us for dinner at Olive and Lime (in the church’s back parking lot) after the dance.** **Location: First Unitarian Universalist Church, 93 W. Weisheimer Road, Columbus, OH 43214.** **Cost is $10 for adults, $5 ages 12-25.** **New to dancing? A beginners’ session, from 1:30 to 2:00 PM, will get you started. You will learn some basic figures that will be repeated in the afternoon’s dances. All dances will be taught and no partner is needed. Dancing is from 2:00 to 4:30 PM.** **Please bring your own refillable water bottle.** **All Soles Dance upcoming dance dates are, as follows:** **July 25, 2026–Summer Potluck and Dance** **No August Dance** **September 26, 2026** **October 17, 2026** **November 21, 2026** **December 19, 2026** **Visit our website at: https://firstuucolumbus.org/connection/all-soles/**

**Welcome to the Women’s Columbus Bogleheads® Sub-Group** This sub-group is for **women who want to learn and discuss finances in a safe, supportive space**. For those interested in moving towards financial independence and retirement by learning investment basics, choosing your 401(k) investments, minimizing taxes, and more. We’re a local chapter of **Bogleheads®**, following a long-term, practical investment philosophy: [Investment Philosophy](https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy): https://www.bogleheads.org/wiki/Bogleheads%C2%AE_investment_philosophy [Bogleheads Forum](https://www.bogleheads.org/index.php): https://www.bogleheads.org/index.php No question is too small, and no experience is too simple. Share, ask, and learn — at your own pace, without judgment, in a group of like-minded women. Let’s build confidence and knowledge **together**!

A time to make signs, pack swag bags, and have fun together in anticipation for the Pride festivities the week after.

Bring your business cards and network in person with other business professionals! Gold Star Referral Clubs is one of the most established professional networking organizations in the country, with multiple groups in central Ohio. Join us!