Hadoop

都市人生活繁忙，好多時食晏唔係趕頭趕命，就係一個人外賣返office對係電腦食？ 唔想再係咁,其實可以好簡單,既然大家都面對同一個問題,咁就一於開個慢活人生午餐谷,定期午餐聚會,咁就唔駛一人食晏la 又搵到飯腳又可以識到新朋友,仲唔係雙嬴XD - 謝絕一切保險、基金、傳銷、直銷、課程、水機、NUSKIN、HERBALIFE等人士

聖經討論會是以日常生活與專業議題（如人際關係、職涯發展、熱門新聞、理財、人工智能等）為基礎的基督教聖經討論。您亦可提議主題，內容信徒與否都合適。 Bible Talk is a social event based on everyday life and professional topics (such as relationships, career, popular news headlines, finance, AI…etc.) You are also welcome to suggest topics. All content will be hospitable to all backgrounds.👌 雖然主持人會援引聖經經文，但請放心，這是個安全的平台，歡迎您基於自身經驗、文化、哲學與宗教背景分享觀點。所有背景皆受歡迎且受到尊重。 Although the host will reference biblical scriptures. Please rest assured that this is a safe platform to share your perspective stemming from your experience, culture, philosophies and religions. All backgrounds are welcomed and respected. 😊 主體語言：英文（可提供中文協助） Main language: English (Chinese assistance is available)

————————————— **Whatsapp group** [https://chat.whatsapp.com/BinHaE79kQM1wBPY1icm8g](https://chat.whatsapp.com/BinHaE79kQM1wBPY1icm8g) **You may join the whatsapp group or simply call 91796157 when you are over there** SEATS ARE LIMITED, you are encouraged to walk around and find your partners! If you need any help, just ask me to introduce you into the right group ————————————— Join us for a fun evening of language exchange and socializing with international friends. Whether you're a local looking to practice a new language or an exchange student wanting to meet new people, this event is perfect for you. Don't miss this opportunity to immerse yourself in a vibrant environment **Why we host the event in Central Market?** In 1990, the Central Market building was graded as a Grade III historic building by the Antiquities Advisory Board. After multiple rounds of study and consultation, the revitalization project for the Central Market building began in October 2017. Upon completion, a portion of the market stalls will be preserved. the Central Market's historical significance makes it an attractive venue for hosting various types of events that can celebrate Hong Kong's rich heritage and cultural identity. Please grab a dink and enjoy! **\*\*\*\*\*\*\*Please support and buy some foods or drink in Central market\*\*\*\*\*\*\***

<<這不是活動,這是一個超過200人的活動群組>> 厭咗對住四幅牆？ 單身都可以過得好充實！ 我哋唔係嚴肅配對平台，而係你專屬嘅「單身玩樂俱樂部」💃🕺 就係想搵班Friend一齊癲一齊玩～ 由填表呢刻開始，你嘅社交生活即時Upgrade！ 👇立即Click入嚟加入我哋啦👇 https://forms.gle/bP4kxTspTqKrqSY76 🎯點解你要加入？ ✅ 識多啲同頻率嘅朋友，生活圈子自然闊 ✅ 自由參加冇壓力，鍾意玩咩就玩咩 ✅ 週末節目唔使再頭痕，我哋幫你搞掂 有咩好想玩？隨時PM版主 搞活動最緊要大家開心！ **獨樂樂不如眾樂樂～** **快啲入Group一齊創造回憶啦！** [交form後會盡快加你入群組](%E4%BA%A4form%E5%BE%8C%E6%9C%83%E7%9B%A1%E5%BF%AB%E5%8A%A0%E4%BD%A0%E5%85%A5%E7%BE%A4%E7%B5%84)

聖經討論會是以日常生活與專業議題（如人際關係、職涯發展、熱門新聞、理財、人工智能等）為基礎的基督教聖經討論。您亦可提議主題，內容信徒與否都合適。 Bible Talk is a social event based on everyday life and professional topics (such as relationships, career, popular news headlines, finance, AI…etc.) You are also welcome to suggest topics. All content will be hospitable to all backgrounds.👌 雖然主持人會援引聖經經文，但請放心，這是個安全的平台，歡迎您基於自身經驗、文化、哲學與宗教背景分享觀點。所有背景皆受歡迎且受到尊重。 Although the host will reference biblical scriptures. Please rest assured that this is a safe platform to share your perspective stemming from your experience, culture, philosophies and religions. All backgrounds are welcomed and respected. 😊 主體語言：英文（可提供中文協助） Main language: English (Chinese assistance is available)

<<这不是活动，这是一个超过100人的港漂活动群组>> 🌆 你是否也在寻找这样的连接？ • 想认识真诚的香港朋友，而不只是职场上的点头之交 • 对香港文化好奇，却找不到人带你体验地道的港式生活 • 希望有人为你解读本地人才懂的生活智慧 • 想要一个既懂内地情怀，又熟悉香港脉络的交流圈子 🌉 当港漂遇见香港本地人 这里聚集了热心友善的香港成员与新港漂朋友，我们相信： • 最好的融入，从一杯奶茶的闲聊开始 • 最深的了解，来自本地人带你行街食饭的体验 • 最暖的支持，是当你困惑时有过来人指点 📌 我们拒绝什么？ ❌ 不接受传销/直销 ❌ 不接受保险推销 ❌ 不是抱怨大会 ✅ 而是一个让你能真正 「放下过客心态，找到留港意义」的支援网 🎯 在这里你能获得 ✅ 本地朋友带你玩 ✅ 生活实用支援 • 在地生活秘籍：从街市砍价到生活资源 • 粤语实战教学：学最地道的用语，听懂港式幽默 ✅ 双向交流平台 • 香港朋友想了解内地文化，新港漂想认识本地生活 • 我们在这里互相学习，彼此丰富 🤝 我们的独特价值 ❌ 不是单向的“帮助”，而是双向的交流 ❌ 不是表面的“欢迎”，而是真诚的接纳 ✅ 是新老朋友一起建构的温暖社群 “真正的融入，从交到第一个本地朋友开始” 👉 [立即加入](https://forms.gle/TSWwAMQqQ72qvqKy8)充满温度的跨文化社群： https://forms.gle/TSWwAMQqQ72qvqKy8

【歡迎只作旁聽，會作分享的書友優先】 1. 活動目標：希望大家能夠分享閱讀心得，開開心心共渡週末。 2. 地點：歡迎參加者提議，消費自付。 3. 時間：下午2時至5時（3小時） 4. 活動流程：以廣東話為主，輪流分享閱讀所見所聞，其他人輪流發問。希望各人藉此更能深刻了解書本知識，用更多不同角度探索書本， 互相啟發及學習。 5. 參加者需帶備一本已經閱讀80%或以上的書本 （中英文書皆可），歡迎絕大部分主題：勵志、心理、商業、股票、旅遊、運動、健美、中西醫療、哲學、散文、美術、種植、歷史、學習方法等等。不接受漫畫、雜誌、報章及任何淫褻不雅之讀物。 6. 活動在午餐 / 下午茶中進行。 7. 失約和習慣性最後一刻退出的成員，將從成員名單中刪除。 8. 若有候補名單，曾經失約和曾經最後一刻退出的成員，他們當次出席的名額將給予其他候補成員。 9. 其他事項：活動期間，參加者應小心看管個人財物，如有任何損失，本會概不負任何責任。

Warm weather is on its way! Come join us for a Tandem BBQ and get started on the summer season! Bring your swimwear and your tastiest BBQ food for a fun time of swimming and cooking. **The Plan** * 1300 At the Chung Hom Kok Beach BBQ Area * 1330 BBQing starts * 1700 end **What to do** 1. RSVP here and let us know if you want to use a meat-free BBQ pit. 2. Be sure to join the BBQ WhatsApp group! If you’re new and/or don’t yet know the organiser, please DM the organiser via Meetup to get their contact details. 3. Please enable DMs from other members and turn on notifications so that our team can communicate with you. 4. On the day of, please bring (or FPS) $20 to help pay for charcoal and support replacing basic supplies in our BBQ box. 5. Bring your own food and drinks and volunteer to bring 1 item to share! Hope to see you there! **What is included** We have built a box of reusable BBQ items that includes BBQ forks, tongs, and other simple items. We will also be bringing several bags of charcoal. Before the event, we will make a list of items that are in the box and items that we are asking people to bring to share **What is NOT included** Food and drink are NOT included. There are no shops near the beach, so please purchase everything in town before arriving. We recommend bringing a towel, swimsuit, sunscreen, food to BBQ, and drinks (including plenty of water). **In case of inclement weather** If the event needs to be cancelled due to the Observatory issuing a red or black rainstorm warning, we will reschedule the event for a Sunday in June (which will be voted on in the Whatsapp). **Please note** 1. The exact location of the venue and payment account number will be announced in the WhatsApp event group. 2. We run all our event communication through WhatsApp. Please keep track of event related messages in the WhatsApp event group and respond to requests and instructions from organisers within 24 hours. Please don’t put the chat on mute. If our team don’t receive your response within 24 hours, we will move you to “Not Going”. 3. We encourage language inclusivity at all our events. If you aren’t confident in English, please let our team know. We will try to provide bilingual support where possible and/or will try and introduce you to other language speakers you’re more comfortable with. Please be mindful that we might not be able to accommodate all languages at all events, but we will do our best to make everyone feel welcome and heard. 4. All payments are non-refundable. If you can’t make it, you’ll have to find your own replacement, re-sell your own ticket, and inform the organisers of who is taking your place. 5. If you sign up, but can no longer make it, please update your RSVP as soon as possible and tell the organisers. Updating your RSVP well ahead of the event allows us to manage the waitlist; allow other people to attend; know who to look out for at the start of the event. 6. If you don’t have a clear face pic on your profile and/or your username doesn’t match the name you normally use, we can’t identify your payments nor match your RSVP with who you are in real life. If this is you, please ensure the organisers know who you are. If we can’t work out who you are within 24 hours of your RSVP, we will move you to “Not Going”. 7. Only group members and their guests with an RSVP may attend events; people who aren’t signed up will be refused entry to events. 8. If you don’t follow the conditions above, we will move you to “Not Going” for future events until you message us to confirm you will follow these conditions. We hope to see you there for a fun day in the sun! -Amy (she/they) & Kawai (he/him) For our event Terms & Conditions please click the [link](https://docs.google.com/document/d/149xOU6BLmCO6FI5pCIQptWHcsL5CFP5SohZXjYfMFOA/edit). By signing up to an event you are agreeing to these Terms & Conditions, including the Participation Waiver & Release of Liability.

* 匆匆歲月 儘管不少嘆息別離話 * 始終你也在 未分春秋冷冬或炎夏 當一起同遊 人生嘉年華 沒煙花 都有暖光四灑 話咁快2026年又到5月了，感謝大家一直支持和參與躲避盤活動🙏 可以如相片中與大家開心來開心走是本會宗旨😆期待黎緊又見大家與大家運動同大笑，詳情如下 2026年5月<<同樂躲避盤>>活動😁歡迎大家參與😄😄 日期:9/5/2026 星期6 時間:2000-2200 地點:大角咀體育館2號活動室（太子站c2出口/旺角站A2出口／奧運站b出口出,10分鐘內到） Whatapps報名電話:98354818（以whatapps確認為準） 費用：$20（親子2人同行30） 位置有限，心動不如行動，See u all😆 #hkdsc #dodgebee #hkdodgebee #躲避盤 #香港躲避盤運動體育聯會 #刺激 #安全 #同樂 #同樂躲避盤

Hi! I’ve contacted an indoor climbing gym (JustClimb) in Taikoo and arranged a beginners bouldering 1 hour class then we can free climb or chill afterwards as long as we like. $300HKD includes climbing shoes rental or $250HKD if you have shoes (message me if you have shoes) First timers please WhatsApp me to confirm spot as they fill quickly, 90446405 For this location we can take bus 108 from Causeway bay or cab share from Central Booking link 👇 https://app.rockgympro.com/b/?&bo=64429faf53f4429ea61485178f03663c

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

**十八鄉天后寶誕 時間表schedule** 10am-3pm丁財兩旺會景巡遊 @元朗市中心(合益路-教育路-元朗體育路) #百呎的金龍、龍獅隊、花炮會、傳統服飾 3pm-4:30pm 典禮及表演 @朗藝徑+安興遊樂場 #3:00pm-3:20pm醒獅&麒麟 3:20pm-3:50pm粵劇:天后故事/賀誕折子戲 3:58pm-4:06pm武術表演) 4:30pm抽花炮 @大樹下天后廟 全天#更有美食市集、其才藝表演、文創工作坊、祈福牌坊、天后吉祥物、Q版花炮展。 10am-3pm Grand Parade @ Yuen Long Town Centre # *fa pau* groups and performance teams from different villages will present dragon dances, lion dances and other traditional performances (\**fa pau =* large floral tributes made of bamboo and paper) 3pm-4:30pm Ceremony & Performance @ stage at Long Ngai Path + On Hing Playground #3:00pm-3:20pm Dragon dances, Lion dances & Qilin fance 3:20pm-3:50pm Cantonese Opera / Excerpts 3:58pm-4:06pm Martial Arts Performance) 4:30pm *Fa pau* Raffle @ Tai Shu Ha Tin Hau Temple Also: food bazaar, giant *fa pau* exhibition (exceeding 9 metres in height), specialty stage performances, art and cultural workshops, adorable photo spots and a family fun zone. **\*\*\*本組活動大概時間表：** **可能有些朋友想睇得完滿，本組給大家** **10am-12:30pm 自己隨時先來行看巡遊** **12:30-1:15pm 群組一起行看巡遊，集合@朗屏港鐵站B出口/電聯** **1:15pm-2:45pm 相約大家周圍行+分享小食@例如: 肥姐蠔餅婆/ B仔涼粉/ 越南表嫂/ 嘉發小食/ 勝利牛丸/ 香蕉仔泰式煎餅，等等** **2:45-4:30pm 回遊樂場 睇表演+行市集+打卡影相** Our group proposed event： 10am-12:30pm Watch the whole parade from different village by himself/ herself 12:30-1:15pm Group-mate join together to watch, (assemble at Long Ping MTR station exit B) 1:15pm-2:45pm Walk around to share famous foodssss (each one contribute $100-> pay->share food) 2:45-4:30pm back to stage to watch performance, go for market, take photos **日期：2026年5月9日(星期日)** **時間：12:30pm-4:30pm** **地點：元朗市中心** 集合時間及地點：1)@12:25-12:35pm @朗屏港鐵站B出口,出閘後八達通查閱機旁等; 2)電聯 名額：8人 **Date: 9 May, 2026 (Saturday)** **Time: 12:30pm-4:30pm** **Address: Yuen Long Town Centre** Assemble: 1) @12:25-12:35pm @Long Ping MTR station exit B where next to Octopus Enquiry Machines; 2) by call/whatsapp Seat: 8 people limited MeetUp費：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)想食的食店及/或食物 -> 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, (Snack price excluded) Join: Click ‘Attend’-> Write down your 1)Contact number, 2)Male/Female, 3)Fee that you would pay for this event? 4) Expected food and/or store name? -> 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) 歡迎外地本地人一同熱鬧.請外地人指明語言. [Welcome foreigners. Please remark your language if you are foreigner.] \*\*\*b) 記緊携帶適量食水,外套,蚊怕水及防曬霜等. [Bring enough water and food, wind jacket, mosquito-resistant items and sun-block lotion if necessary.] \*\*\*c) 不作逾候,逾時者有可能不被參加,請預早抵達. [Late comer may be restricted to admit and continue in the activity.] \*\*\*d) 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) [No refund or seat transfer after payment, unless is the cancellation of activity or by our group.] \*\*\*e) 活動如有拍照,以作記錄和宣傳用途. [Photos taken by our group during activity will be as record and promotion.] \*\*\*f) 凡超過3次No Show者,本組有權將該組員移離本群組. [When there are 3 No Show, we have the right to ban you out from our group.]

BBQ Party on Sat (Partner's Event) BBQ Party at ShenZhen Time: Every Sat 19:00 - 23:00 (Usually) 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

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

Practical AI for Power BI Developers A year ago, “agentic AI” was mostly hype for Power BI teams. Today, it deserves your undivided attention. For Power BI pros, there is now a real opportunity to reduce repetitive development work, accelerate delivery, and help developers do more, but only when strong DataOps practices are in place to make AI workflows effective. This session is a no-nonsense introduction to effective AI patterns for Power BI and Fabric development. Along the way, we will make sense of the growing pile of terminology, including skills, plugins, hooks, and MCP. You will see examples of how modern AI tooling can help with development tasks across Power BI and Fabric, along with the prerequisites, guardrails, and DataOps principles needed to use it responsibly. Whether you're burned out on AI hype or already using Copilot CLI daily, this session will show you the foundations that are finally making AI-assisted development genuinely useful.

**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

We will show how to build custom agents with Microsoft Agent Framework. Attendees will learn how to build and custom host agents when Microsoft Foundry is not a viable option.