Hadoop

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

Hi Friends, I Trust you are all doing well and keeping safe! Let's plan to play Indoor Volleyball for fun and exercise meetup. We will play indoor volleyball for fun and exercise. Physical activity is involved. 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- Lockhart Road Sports Centre - Arena, 10/F, Lockhart Road Municipal Services Building, 225 Hennessy Road, Wan Chai, HK Time - 1:00 pm Event fees - 40$ 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

(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

Grup Pertemuan Keragaman Budaya, bergabunglah sekarang! (REKANAN GRATIS) Grup Pertemuan Keragaman Budaya, bergabunglah sekarang! UNDANGAN BERGABUNG: 0 Grup Pertemuan Keragaman Budaya, bergabunglah sekarang! https://www.meetup.com/diversityhk/events/vwqhvtyjccbfc/?eventOrigin=group_events_list 0 Panggilan untuk pembicara - Grup pertemuan Keberagaman dan Inklusi https://www.meetup.com/diversityhk/events/zwqhvtyjcdbsb/?eventOrigin=group_events_list 1 Pekerja Indonesia - Grup pertemuan Keberagaman dan Inklusi https://www.meetup.com/diversityhk/events/kxqhvtyjccbhc/?eventOrigin=group_events_list 2 Pekerja Filipina - Grup pertemuan Keberagaman dan Inklusi Grup https://www.meetup.com/diversityhk/events/gxqhvtyjccbhc/?eventOrigin=group_events_list 3 Pekerja India - Grup pertemuan Keberagaman dan Inklusi https://www.meetup.com/diversityhk/events/wxqhvtyjccblc/?eventOrigin=group_events_list 4 Pekerja Mesir - Grup pertemuan Keberagaman dan Inklusi https://www.meetup.com/diversityhk/events/rzqhvtyjcdbqb/?eventOrigin=group_events_list 5 Pekerja Pakistan - Grup pertemuan Keberagaman dan Inklusi Grup https://www.meetup.com/diversityhk/events/dzqhvtyjcdbkb/?eventOrigin=group_events_list 6 Pekerja Thailand - Grup pertemuan Keberagaman dan Inklusi https://www.meetup.com/diversityhk/events/vzqhvtyjccbgc/?eventOrigin=group_events_list 7 Pekerja Bangladesh - Grup pertemuan Keberagaman dan Inklusi https://www.meetup.com/diversityhk/events/cbrhvtyjccbfc/?eventOrigin=group_events_list 8 Pekerja Sri Lanka - Grup pertemuan Keberagaman dan Inklusi Grup https://www.meetup.com/diversityhk/events/rxqhvtyjccbhc/?eventOrigin=group_events_list 9 Pekerja Nepal - Grup pertemuan Keberagaman dan Inklusi https://www.meetup.com/diversityhk/events/mzqhvtyjccbvb/?eventOrigin=group_events_list 10 Pekerja Nigeria - Grup pertemuan Keberagaman dan Inklusi https://www.meetup.com/diversityhk/events/vbrhvtyjccbxb/?eventOrigin=group_events_list Keberagaman Apa itu: Kehadiran orang-orang dengan latar belakang, pengalaman, identitas, dan perspektif yang berbeda (misalnya, ras, etnis, jenis kelamin, orientasi seksual, usia, kemampuan, budaya). Analogi: Tim yang beragam memiliki anggota dari berbagai tempat, dengan keterampilan yang berbeda. Inklusi Apa itu: Secara aktif menciptakan lingkungan di mana setiap orang merasa diterima, dihormati, didukung, dan diberdayakan untuk berpartisipasi dan berhasil. Analogi: Dalam tim yang inklusif, setiap orang merasa nyaman berbagi ide dan didengarkan, bukan hanya sekadar hadir. \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*

Average Rich Cantonese 85s 90s 00s https://chat.whatsapp.com/FBwhQ6OWb5x1EpTVuGRjAL https://www.meetup.com/averagerichcantonese 90s Organiser Gary

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

🛎️ 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 $85(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

**LSS Smart Fitness 律動班系列** Wanchai/Jordon/Zoom Zoom Class $80/ 30-45min class ($200 /4-class) In-person Class $100/ 1-hr class ($320 /4-class) RSVP : WhatsApp 65230389 **Vibration x Yoga 律動瑜伽 (Mon 10pm)** (Yoga Asana in vibration setting) **Vibration x MFR 療癒律動 (Tue 10am)** (Relax, Muscle release & Facial massage) **Vibration Fitness (Stretch & Strength) 健體律動 (Wed 10am )** (Flexiband) **Vibration x BellyFit 美型律動 (Thu 10am)** (Body Shape-up with Bellydance Technique Drills) https://eshop.cosway.com.hk/ First time FREE trial with any Cosway purchase receipt under introducer code : HK370579 憑任何以 HK370579 作介紹人的 Cosway (網購或門市)購物收據，可免費試上律動班系列一節

Indonesia workers - Diversity and Inclusion meetup group Any topics below: Diversity * **What it is**: The presence of people with different backgrounds, experiences, identities, and perspectives (e.g., race, ethnicity, gender, sexual orientation, age, ability, culture). * **Analogy**: A diverse team has members from different places, with different skills. Inclusion * **What it is**: Actively creating an environment where everyone feels welcome, respected, supported, and empowered to participate and succeed. * **Analogy**: In an inclusive team, everyone feels comfortable sharing ideas and is heard, not just present.

Hi, friends, Hope you all are doing great. :-) Let's plan a lunch at an Indian restaurant. The food at Indian restaurants in Hong Kong don’t have spices that strong as India, suits Chinese taste buds. (Snack is as per individuals choice and needs to be paid individually.) Suggestions are welcome for any changes in the above plan/timings ... If interested please RSVP or WhatsApp me at 5 7 1 9 7 7 4 2

(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

✨️🏸Happy Singles Doubles (Men's and Women's)✨️ Location: Hong Kong Ball: RSL Supreme Fee: Depends on the number of participants (split equally among participants,e.g., Total $59 2 people = $30@) (Extra administrative fee: $20) Number of Participants: Max 6 (Men: Junior High or below, Women: Happy to near Elementary) a) Participants must bring their own rackets, and registration is only open to members of this group☆ b) Members who have never participated before will have priority registration, while those who have participated can be placed on the waiting list. If no one registers within 2 days of the event being posted, the waiting list will be filled according to the order of registration. Interested parties please join to our \*\* [WhatsApp Group](https://chat.whatsapp.com/FCBdnusno62F2WhuEwO2wV?mode=gi_t) to register! The goal is to have fun playing ball; please don't be sullen or act like a coach. If you have friends who want to have dinner together, you can join after playing badminton time.

Star Road Language Exchange 🌃 . *Update: Click Attend and get $20 discount! . Welcome to Star Road Language Exchange. In this group, everyone is a star! :) . Enjoy learning a new language or meet new friends in a relax atmosphere. . We try to organise every week. Looking forward to seeing you. :) . Time: Sunday 5:15-7:15 Place: Rizzy Coffee, LKF, Central , HK (G/F, LKF 29, 29 Wyndham St, Central Hong Kong) https://maps.app.goo.gl/pVyy1Hbj8i95QR227?g_st=ic . Entrance Fee: $40 (Plz buy at least 1 drink!) Click Attend and get $20 discount! . Proposal 😂 17:15 Star Rd Lang Ex 19:15 Dinner together . Whatsapp (65078638) me for any enquiries . Check out Star Road Language Exchange on Meetup https://meetu.ps/c/4vfpY/xy0yQ/a . #HK #English #friends #language

Cultural Diversity Meetup Group join the group now! INVITE TO JOIN: 0 Cultural Diversity Meetup Group join the group now! [https://www.meetup.com/diversityhk/events/vwqhvtyjccbfc/?eventOrigin=group_events_list](https://www.meetup.com/diversityhk/events/vwqhvtyjccbfc/?eventOrigin=group_events_list) 0 Call for speakers - Diversity and Inclusion meetup group [https://www.meetup.com/diversityhk/events/zwqhvtyjcdbsb/?eventOrigin=group_events_list](https://www.meetup.com/diversityhk/events/zwqhvtyjcdbsb/?eventOrigin=group_events_list) 1 Indonesia workers - Diversity and Inclusion meetup group [https://www.meetup.com/diversityhk/events/kxqhvtyjccbhc/?eventOrigin=group_events_list](https://www.meetup.com/diversityhk/events/kxqhvtyjccbhc/?eventOrigin=group_events_list) 2 Phılıppınes workers - Diversity and Inclusion meetup group [https://www.meetup.com/diversityhk/events/gxqhvtyjccbhc/?eventOrigin=group_events_list](https://www.meetup.com/diversityhk/events/gxqhvtyjccbhc/?eventOrigin=group_events_list) 3 Indian workers - Diversity and Inclusion meetup group [https://www.meetup.com/diversityhk/events/wxqhvtyjccblc/?eventOrigin=group_events_list](https://www.meetup.com/diversityhk/events/wxqhvtyjccblc/?eventOrigin=group_events_list) 4 EGYPT workers - Diversity and Inclusion meetup group [https://www.meetup.com/diversityhk/events/rzqhvtyjcdbqb/?eventOrigin=group_events_list](https://www.meetup.com/diversityhk/events/rzqhvtyjcdbqb/?eventOrigin=group_events_list) 5 Pakıstan workers - Diversity and Inclusion meetup group [https://www.meetup.com/diversityhk/events/dzqhvtyjcdbkb/?eventOrigin=group_events_list](https://www.meetup.com/diversityhk/events/dzqhvtyjcdbkb/?eventOrigin=group_events_list) 6 Thaıland workers - Diversity and Inclusion meetup group [https://www.meetup.com/diversityhk/events/vzqhvtyjccbgc/?eventOrigin=group_events_list](https://www.meetup.com/diversityhk/events/vzqhvtyjccbgc/?eventOrigin=group_events_list) 7 Bangladesh workers - Diversity and Inclusion meetup group [https://www.meetup.com/diversityhk/events/cbrhvtyjccbfc/?eventOrigin=group_events_list](https://www.meetup.com/diversityhk/events/cbrhvtyjccbfc/?eventOrigin=group_events_list) 8 Srilanka workers - Diversity and Inclusion meetup group [https://www.meetup.com/diversityhk/events/rxqhvtyjccbhc/?eventOrigin=group_events_list](https://www.meetup.com/diversityhk/events/rxqhvtyjccbhc/?eventOrigin=group_events_list) 9 Nepal workers - Diversity and Inclusion meetup group [https://www.meetup.com/diversityhk/events/mzqhvtyjccbvb/?eventOrigin=group_events_list](https://www.meetup.com/diversityhk/events/mzqhvtyjccbvb/?eventOrigin=group_events_list) 10 Nigeria workers - Diversity and Inclusion meetup group [https://www.meetup.com/diversityhk/events/vbrhvtyjccbxb/?eventOrigin=group_events_list](https://www.meetup.com/diversityhk/events/vbrhvtyjccbxb/?eventOrigin=group_events_list) Diversity * **What it is**: The presence of people with different backgrounds, experiences, identities, and perspectives (e.g., race, ethnicity, gender, sexual orientation, age, ability, culture). * **Analogy**: A diverse team has members from different places, with different skills. Inclusion * **What it is**: Actively creating an environment where everyone feels welcome, respected, supported, and empowered to participate and succeed. * **Analogy**: In an inclusive team, everyone feels comfortable sharing ideas and is heard, not just present.

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

**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