Database Professionals

(Partner's Event) English Corner Time: Every Wed, Fri & Sun 19:00 - 23:00 Location: The Crazy Coconut Bar, ShenZhen Longhua Baishilong, 3rd floor, 3N100, Above Metro Exit B2 (BaiShiLong Metro Station) 瘋狂酒吧， 深圳龍華白石龍地鐵站B2上方，3樓 Refer to the picture for details on the BBQ Sat event. Wechat ID: Pandoraparties

你跟父母有傾有講嗎？還是對他們有很多不滿？這是一個討論父母、祖父母輩對自己有多大影響的群組。但首先要了解，才能發問。之前辦過兩次英語的，今次來個廣東話的。希望引起大家對家族、家人的好奇。

🎉 Sunday Fusion Dance Party 🥳 Get ready for a night of fusion-style dance and an inclusive vibe where everyone can lose themselves in the rhythm 😎😜 📍 Santa Monica Studio 9 Shelley Street, Central ✨ Pre-Party Class: 7:15 PM – 8:00 PM (Perfect for beginners!) 💃 Party: 8:00 PM – 11:00 PM 🎟️ Fee: HKD 100 (includes one standard drink 🍷) Come dance, connect, and celebrate the fusion energy with us! See you soon! 💫

「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：3:00-6:00PM 地點：九龍城聯合道133號石屋家園活動室 收費：免費

Come learn how to dance in a sexy feminine way with our most professional and popular dance choreographer JM Justin Vergara! WhatsApp 63344266 to book Prepayment required to secure booking www.deedreamlife.com/pricing-packages for fee info Download Dee Dream Life App for more info

依家異形嚟咗, 都唔駛逃離啦! \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* 🔔 費用: [$105 / Girls $75 Meetup報名平$5] 入場前要付款, 包飲品一盒, extra飲品每盒 $5 🔔 場地冇食物提供, 但係歡迎帶外賣上嚟食. 🔔 宣傳其他場地/放飛機/遊戲過程中態度惡劣者會被放入黑名單 🔔 入場要除鞋. 場內拖鞋淨係供店內使用, 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 🙏🏻 🔔 因放飛機已被移除人數: 102 (活動開始前24小時內退出者) 🔔 Meeple Tree 保留參加者名單最後決定權. 🔔 Follow我哋 IG: [https://www.instagram.com/mtboardgame?igsh=MTY0a3Myc2Jwc2l4&utm_source=qr](https://www.instagram.com/mtboardgame?igsh=MTY0a3Myc2Jwc2l4&utm_source=qr)

Chinese Sword Dance - Beginners 中式劍舞 (初班) 🗡️ Discover the Art of Chinese Sword Dance ! 🩰 Beginner’s Class – No Experience Needed Thu 8-9pm lai Chi Kok /Sun 6-7pm South Horizons $120/hr Step into the graceful world of Chinese Sword Dance, where tradition meets movement. In this beginner-friendly class, you’ll learn: ✨ Fundamentals of Chinese Sword techniques in a dance-inspired style ✨ Basic Chinese dance movements to enhance coordination and flow ✨ Strength and flexibility training for arms, wrists, and fingers ✨ Footwork that tones and strengthens your legs ✨ A full-body workout that blends elegance with power The sword adds gentle resistance, turning each movement into a dynamic fitness experience. Whether you're exploring a new cultural art form or seeking a graceful way to stay active, this class is for you! Enquiry 查詢/ Class Booking 預約: lssdance2012@gmail.com WhatsApp : 65230389 Regular students no need to register here.

🛎️ 地址: 觀塘成業街 16 號怡生工業中心 A 座 2 樓 A2 室 🏢 \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* 📣 我地成業街超抵Deal場地‼️ 星期一至四，$400 book 場玩6個鐘，book 晒成個場, 600尺空間自由玩！ 歡迎約埋啲朋友仔一齊上去玩啦！查詢預約：Whatsapp 6️⃣7️⃣9️⃣4️⃣1️⃣1️⃣6️⃣6️⃣ \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **今日活動資訊:** 費用: [$105 / Girls $75(Meetup報名平$5)] 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: 102 🔔 Meeple Tree保留參加者名單最後決定權. 🔔 Follow我哋IG: mtboardgame / boardgame_hk

Unlike the usual BYOB format of this group, this is an **assigned reading format.** **You are expected to have read some of the book** to join the discussion :) I am excited to finally read this book, its an award-winning, one of the most highly rated non fiction books across Goodreads/Amazon and for good reason! About the book: # "In vivid detail... examines the little-known history of two extraordinary dynasties."--The Boston Globe An epic, multigenerational story of two rival dynasties who flourished in Shanghai and Hong Kong as twentieth-century China surged into the modern era, from the Pulitzer Prize-winning journalist Shanghai, 1936. The Cathay Hotel, located on the city's famous waterfront, is one of the most glamorous in the world. Built by Victor Sassoon--billionaire playboy and scion of the Sassoon dynasty--the hotel hosts a who's who of global celebrities: Noel Coward has written a draft of Private Lives in his suite and Charlie Chaplin has entertained his wife-to-be. And a few miles away, Mao and the nascent Communist Party have been plotting revolution. By the 1930s, the Sassoons had been doing business in China for a century, rivaled in wealth and influence by only one other dynasty--the Kadoories. These two Jewish families, both originally from Baghdad, stood astride Chinese business and politics for more than 175 years, profiting from the Opium Wars; surviving Japanese occupation; courting Chiang Kai-shek; and losing nearly everything as the Communists swept into power. In The Last Kings of Shanghai, Jonathan Kaufman tells the remarkable history of how these families participated in an economic boom that opened China to the world, but remained blind to the country's deep inequality and to the political turmoil at their doorsteps. In a story stretching from Baghdad to Hong Kong to Shanghai to London, Kaufman enters the lives and minds of these ambitious men and women to forge a tale of opium smuggling, family rivalry, political intrigue, and survival. Note: ***location subject to change **but we'll keep it nearby. *You **must** buy something at the venue. *** First timer attendees **are requested to contribute 20HKD to fund the Meetup Group Subscription. *No-Shows make the host sad (please update your attendance)

**生活中的壓力有時令你喘不過氣？** **身體感覺疲乏，有時覺得連睡眠都解決不了？** **身體有由來已久的痛症，一直無解？** **內心有心結未解，創傷未癒？** * 研究證實，頌缽的共鳴共振，可直達人體細胞深處，促進血液循環，提升自律神經功能，激發人體自癒力 * 運用頌缽音頻和振動調節失衡或淤塞的脈輪，令身心運作回復和諧狀態 * 頌缽的和諧音聲和振動，能直達人體細胞深處，促進血液循環，提升自律神經功能，活化內在能量流動，對身體和心靈進行淨化，從而得到療癒 * 療癒不是消除病症，而是從身、心、靈層面，協助個案找回自己的內在力量，提升其自我修復能力，令其整體狀態變得更好 *療癒開始前，會進行約10-15分鐘的簡短的諮詢，了解客人的具體問題，例如身體哪部份不適，情緒上的困擾等，然後制定個人化的療癒程序。* 首次體驗價：HKD450 (標準價：HKD780) 由於是1對1活動，具體舉行日期和時間以預約為準。 預約請聯絡90356039 (whatsapp)，或RSVP後留下聯絡電話。不設walk-in。

(只接受whatapps預約留位） 如有任何Booking或問題請WhatsApp 61355931 [https://wa.me/85261355931](https://wa.me/85261355931) 星期日私人深層拉筋班 (一字馬・大字馬・開肩專項訓練) 🕒 時間：下午 3:10 - 4:10 👥 每班僅限6人｜專注細節｜個人化指導 📍地點：九龍旺角上海街426號萬事昌中心7樓702室（油麻地地鐵站A1出口） 🌟 適合對象： ❇️初次嘗試或已有基礎，想突破一字馬、大字馬、開肩 ❇️經常健身、跑步，或長期久坐辦公導致身體緊繃 ❇️希望提升柔軟度，改善寒背，預防運動傷害 ❇️ 小班教學，老師深入了解每位學員需求，靈活調整課程內容 ❇️歡迎男學員或女學員參加 📘 課程特點： 🔹 每週專注「上肢」或「下肢」深層拉伸，系統化提升靈活性 · 下肢重點：大腿後側（hamstring）、小腿、腳踝、臀部、髖關節等位置 · 上肢重點：肩部、頸部、上背、肩胛骨、手臂、手腕及脊椎等位置 需提早預留位置，請WhatsApp聯絡 61355931 試堂價：$100 單堂價：$180 四堂套餐：$600（有效期為六星期） 本館已備齊所有所需器材及更衣設施，歡迎輕鬆參與！ 如有任何疑問，歡迎隨時與我聯絡！😊 老師我並非天生柔軟^_^耐心照顧新手， 悉心教學和拆解每個動作和小細節 男女學生也歡迎❤️😊 有任何想學的或受傷請告知 歡迎查詢❤️🙏🏻 導師資詢 * 7年教學經驗 全職瑜伽老師 * 二百小時瑜伽老師牌照 * 芯動力學後彎與脊柱課程 * USUI REIKI RYOHO LEVEL 1（靈氣治療等級一） * ZEN MEDITATION LEVEL 1 禪修等級一 * 85小時孕婦產前產後瑜伽導師牌照 * STICK MOBILITY 全方位筋膜放鬆棍牌照

（保齡球活動） 🎳🎳🎳🎳🎳🎳🎳🎳🎳🎳🎳🎳🎳 日期：5月17日(星期*日*)📆 時間：19:00⏰ 地點：廸高保齡球場（大窩口地鐵站）🎳 結束：21:00🕰️ 收費：💰140元 統籌搞手： Cindy 請留電話號碼☎️，以便聯繫😊 📣請注意！ 大家報名此活動時需要在指定日期前付款，否則不當報名 🎳🎳🎳🎳🎳🎳🎳🎳🎳🎳🎳🎳🎳

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

Click Here For More Videos: https://www.facebook.com/share/r/17bwkttXhV/ *********************************** Salsamante Dance Academy will be at Swerve Every Tuesday Night to share the Rhythm & Energy of Bachata & Salsa. These are Beginner Level lessons to get you comfortable and understand the two dances. Spread the Good News to all. Swerve Dance & Fitness Complex 640 Lakeview Plaza Blvd A, Worthington, OH 43085 Bachata 7pm-8pm Salsa 8pm-9pm $15 - One Lesson $20 - Both Lessons

**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** TBD **YouTube Link** TBD

Join Voice Over Pros Of Ohio for an exciting morning of networking, and exploring opportunities in the world of voice acting. Whether you're a seasoned professional or just starting out, this event is perfect for expanding your network, learning how to start a VO business, and for honing your skills. Connect with fellow voice actors and VO experts, that will help you succeed in your voice over business. This event will feature discussions on professional development, entrepreneurship in the voice over industry, with tips for navigating the world of voice acting. Don't miss this unique opportunity to learn from others, collaborate with like-minded individuals, and take your voice over career to the next level. Join us Saturday, May 30, from 10am - 12pm and learn how to start or grow your voice over business. Let your voice be heard! The $10 fee covers refreshments and door prizes.

**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

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)