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Variance debunked tutorial
Variance debunked tutorial
When learning statistics, one of the most fundamental yet usually grossed over concepts is that of **variance** (i.e. the square of the standard deviation in normal distribution). As we know, virtually all statistical operations which measure deviations of individual values from the norm involve adding the **SQUARED differences between the two numbers**. However, very few instructors could explain why we have to use squares rather than just the absolute values of the difference (or other even powers such as 4, if the intention is to avoid the negatives). This tutorial shall cover this in a convincing manner. Secondly, while we all know the variance of a SAMPLE is arrived by dividing (n-1) of the sum of squared differences, where n is the number of observations, few can articulate the rationale behind it. This tutorial shall also prove step by step why this is case, so after this you could appreciate the logic behind this ingenious insight instead of just reciting it like a medieval myth.
All Levels: 31 May 2026 (Sun) @ Kai Tak Community Hall 啟德社區會堂, 9-12 nn, (2+2+2)
All Levels: 31 May 2026 (Sun) @ Kai Tak Community Hall 啟德社區會堂, 9-12 nn, (2+2+2)
First timer, please leave contact. Please put your name on the waiting list which will be updated later. My WhatsApp / Signal: 9528-5003 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Date: 31 May 2026 (Sun) Time: 9 to 12 noon (2+2+2) Courts: #A, #B Level: All \# of Players: about 16 Shuttlecock: Moxiang White #2 Format: Doubles Sports Club Membership Fee: $30 (PayMe / FPS #: 9528-5003) Venue: Kai Tak Community Hall 3 Concorde Road, Kai Tak, Kowloon Kai Tak Station Tel: 3467-8266 啟德社區會堂 九龍 啟德協調道 3 號 啟德站 Direction (from Kai Tak MTR to Kai Tak Community Hall): https://bit.ly/Kai-Tak-2
Vibration Wellness 律動伸展
Vibration Wellness 律動伸展
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
All Levels: 31 May 2026 (Sun) @ Tai Wo Hau CC 大窩口社區中心, 7-10 pm, (2+2+2)
All Levels: 31 May 2026 (Sun) @ Tai Wo Hau CC 大窩口社區中心, 7-10 pm, (2+2+2)
First timer, please leave contact. Please put your name on the waiting list which will be updated later. My WhatsApp / Signal: 9528-5003 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Date: 31 May 2026 (Sun) Time: 7 to 10 pm (2+2+2) Courts: #A, #B Level: All \# of Players: about 16 Shuttlecock: Moxiang White #2 Format: Doubles Sports Club Membership Fee: $30 (PayMe / FPS #: 9528-5003) Venue: Tai Wo Hau Estate Community Centre 15 Tai Wo Hau Road, Kwai Chung Tai Wo Hau MTR 大窩口社區中心 葵涌 大窩口道 15 號 大窩口站 Direction (from Tai Wo Hau MTR to community center): https://bit.ly/Tai-Wo-Hau
AB 4-5pm@Sheung Wan May 31 Sun
AB 4-5pm@Sheung Wan May 31 Sun

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Water Training
Water Training
Doing Wing Chun (詠春拳) The Right Way
Doing Wing Chun (詠春拳) The Right Way
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.
WWII Pillbox: Short hike & Swim, Pak Shui Wun to Campsite Beach
WWII Pillbox: Short hike & Swim, Pak Shui Wun to Campsite Beach
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.*
AB/LI - 3 Courts - Badminton for fun and exercise - Harbour Road Sports Center
AB/LI - 3 Courts - Badminton for fun and exercise - Harbour Road Sports Center
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 - 10:00 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
Animal Flow with Lawrence / 動物流 户外健體運動🦍🦀🐊
Animal Flow with Lawrence / 動物流 户外健體運動🦍🦀🐊
Hi All, I am Lawrence, Certified Animal Flow Level III iinstructor and Certified Personal Trainer from A.C.E.
Animal Flow is ground based movement. This system is designed to improve strength, power, flexibility, mobility, and coordination for all levels of fitness enthusiasts.
During this class I will introduce you to different animal flow movements, through these movements, we workout, stretch and create our flow together. A good way to enjoy this beautiful weather and understand our body.
Class Fee:150 per person
Please feel Free to Message me for any questions.
你好 我係Lawrence , Level 3 Animal Flow 同埋私人教練
可能好多人對動物流依個運動系統都好陌生,其實佢融入左好多模仿動物同埋唔同類型運動既動作,通過練習依啲動作,可以改善我地既力量,耐力,柔軟度,協調,穩定性等等。而且所有動作有各式既演變,適合不同程度既參與者!同埋最有趣既地方,就係好大既自由度,可以將各樣動作串連而成為一個好似舞蹈或者表演。
係班上,我會教大家各式既相關動作,無論你想鍛鍊或者伸展,都可以搵到適合你既野。一齊黎係陽光下既户外一齊玩啦!
費用:每堂150元
歡迎聯絡查詢。
31 May 2026 (Sun), 4:30 pm, Wong Chuk Hang, 黃竹坑
31 May 2026 (Sun), 4:30 pm, Wong Chuk Hang, 黃竹坑
First timer, please leave contact. Please put your name on the waiting list which will be updated later. My WhatsApp / Signal: 9528-5003 \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- Pure White Jersey 純白 $20 (PayMe / FPS #: 9528-5003) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- 31 May 2026 (Sun), 4:30 pm ----- Friendly (Away, White) vs Kam Wah FC Wong Chuk Hang Recreation Ground, 108 Wong Chuk Hang Road, Aberdeen \-\- Close to factory area\, next to 4 hard rock pitches \-\- Wong Chuk Hang MTR\, A2 Exit 香港仔 黃竹坑道 108 號, 黃竹坑遊樂場. Tel: 2552-6043 / 2555-0103 \-\- 工廠區\, 石地場旁邊 \-\- 黃竹坑 MTR\, A2 出口
Sports Chanbara Regular Class (Sunday)
Sports Chanbara Regular Class (Sunday)
Sports Chanbara Regular Class (Sunday) Sports chanbara is a free-style Japanese combat sport, which originated from Kodachi Goshindo (Self-defense with a short sword). We would like to introduce this new sport to Hong Kong. Please join us and be a Samurai. Dress code: Sport Attire The session will include the following: Warm-up exercise Basic Japanese Dojo manners Sports Chanbara Basic movement (Kihon Dosa) Attaching Techniques Blocking Techniques Basic Movements of Dodging Sparring Date: Each Sunday Time: 2000-2200pm Location: 6/F, Activity Room, Tai Kok Tsui Sport Centre Fee: $600 per 4 classes Others: Attendee no need to bring/buy any helmet or gear and coach will borrow the gears for attendee use during class. For reservation, please message/call Stephen Sensei at 61762261 https://wa.me/85261762261 To find out more, please visit our Facebook Page: https://www.facebook.com/HongKongSportsChanbara Instagram Page: https://www.instagram.com/sports_chanbara_hong_kong/

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QA or The Highway 2026
QA or The Highway 2026
QA or the Highway is a one-day, affordable, regional, professional conference featuring real-world experience and thought leadership in the QA and testing industry. This is a ticketed event please register here: https://www.qaorthehwy.com/ Featured Keynote Speakers: **Matthew-Hope Eland** **(Wizard at Leading EDJE)** \- An AI Specialist and Wizard at Leading EDJE who is known to teach software engineering\, AI\, and data science concepts in the most ridiculous ways possible\. Matt has used machine learning to settle debates over whether Die Hard is a Christmas movie\, reinforcement learning to drive the behavior of digital squirrels\, data analytics to suggest improvements to his favorite TV show\, and AI agents to play board games and create an AI agent with the personality of a dog\. Matt is the author of "Data Science in \.NET with Polyglot Notebooks" and "Refactoring with C\#" as well as several LinkedIn Learning courses\. Matt helps organize the Central Ohio \.NET Developer Group\, runs several blogs and a YouTube channel\, has a Master’s of Science in Data Analytics\, and is a current Microsoft MVP in AI and \.NET\. **Tatyana Arbouzova** **(CEO at Innovate QA)** \- Tatyana Arbouzova is an engineering and business leader with a strong background in Quality Engineering across multiple industries\, including Big Tech\, Healthcare\, and Entertainment\. She has held leadership roles at world\-class companies such as Microsoft\, VMware\, Disney\, and The Pokémon Company International\, where she focused on building quality\-driven cultures and scaling teams to deliver high\-impact products\. With decades of experience\, Tatyana has helped organizations transform their quality practices so teams can deliver software efficiently\, confidently\, and with measurable business outcomes\. Today\, Tatyana advises software companies on adopting AI to optimize quality practices and improve how software is delivered at scale\. She is also a passionate community builder and the founder of Innovate QA\, a thriving Seattle\-based community and conference for quality professionals\.
Candle Making Night at The Arcane Foundry | Design Your Own Custom Candle
Candle Making Night at The Arcane Foundry | Design Your Own Custom Candle
## Candle Making Night at The Arcane Foundry \| Design Your Own Custom Candle **SPECIAL PROMOTION**: Buy 3 and get 1 Free! Step into The Arcane Foundry and create your own custom candle from start to finish. This is a laid back, hands-on experience where **you’ll blend fragrances, choose your vessel, and pour your own candle using 100% soy wax**. Whether you’re coming solo or with friends, it’s designed to be simple, creative, and a good time. We’ll walk you through the entire process, from picking your scents to choosing between a traditional cotton wick or a crackling wood wick. You can go with one fragrance or mix your own blend to create something completely unique**. No experience needed**, just show up and we’ll handle the rest. While your candle sets, feel free to hang out, play a game, explore the shop, or just relax and talk. Drinks and snacks are available, and the atmosphere leans into the **fantasy**, **dark academia**, and **gothic horror** vibe The Arcane Foundry is known for. Learn More: [Candle Making in Columbus, Ohio at The Arcane Foundry](https://thearcanefoundry.com/candle-making/) *** ### What to Expect: * Guided candle making experience * Choose your own vessel, wax, wick, and fragrance * 100% soy wax candles * Optional drinks and snacks * Time to relax while your candle cools *** ### Important Notes: * Please arrive on time so we can start together * Candles will need time to set before taking home * This is a beginner-friendly event *** ### RSVP Required Reserve your spot on Meetup to lock in your seat. **Candle Making** (includes vessel, your choice of wick, wax, scented oil, labels and lids) 5oz Glass Jars $15 8oz Candle Tins $25 12oz Glass Candles $35 12oz Amber Jars $40 16 oz Skull or Jack o Lantern Candle Mugs $65 (Limited Edition!) **All materials included. You just bring yourself (and your drink of choice).** **Payments accepted:** * Credit Card * Venmo: @Daclaud-Lee * Cashapp: $DaclaudL
Data & Analytics Wednesday - Finding Product Insights
Data & Analytics Wednesday - Finding Product Insights
**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)
DoJo (Informal Python Meeting)
DoJo (Informal Python Meeting)
**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
BeComing Circle Initiates
BeComing Circle Initiates
http://photos2.meetupstatic.com/photos/event/2/a/9/6/600_348310902.jpeg Instructor - Crow, HPS Class fee is $30 at the door or approved exchange RSVP with Advance pay of $25 (discounted) by PayPal on the web or by contacting Enchanted Elements (614) 437-2642. Reservations made directly to Enchanted Elements will be added to the class list manually not online. Private Instruction ~ Closed to the Public ~ Initiated Members Only Please come prepared for ritual. Blessings ~ Crow
American Sign Language Beginners Meetup Group
American Sign Language Beginners Meetup Group
We meet to learn and practice American Sign Language and to grow our familiarity with Deaf culture. Facilitated by hearing folks (with a connection to a professional interpreter) using Deaf-created content. People of all ASL skill levels are welcome! As we learn, we hope to connect more with the Deaf community in Central Ohio. Join us as you're able! Come regularly or just once - whatever you're looking for! Each meetup will explore different topics related to ASL/Deaf culture, and will feature time to practice conversation with one another. Just bring yourself and a willingness to learn!
June 2026 AWS Columbus - Topic to be announced
June 2026 AWS Columbus - Topic to be announced
Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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