Business Intelligence & Data Warehousing

(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.

(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.

Better Life Meetup@Futian 周六华强北英语角 Theme: Share A Book/Movie/Story Time: Sat 19:00-21:30 2nd-November-2019 地址:广东省深圳市福田区福明路40号雷圳大厦4层锦囊青年寓 Venue: 4th Floor Leizhen Mansion Contact/联系: Kevin 15013515941Wechat/phone

我地唔打錢, 打名次開心玩! 活動會track winning % (Win定義: 正數得分) 及第一名總次數. ⚠️⚠️⚠️ Hi 想提提大家只要響Meetup報咗名，我哋就當你會準備出席。如果嚟唔到麻煩廿四小時之前撳返not going. 大家都知道麻雀三缺一係玩唔到，如果任何人放飛機，另外嗰三個出席嘅朋友等同白行一趟, 所以我哋係一定會踢。用嚟保障返出席嘅朋友。 遲到⏰少少ok, 但半個鐘以上亦會被放進黑名單. 將心比己，大家都唔想去到發覺唔夠腳 / 大家都唔想準時到但係要坐響度等人半粒鐘 🙏 埸費: $100 (a free drink is included)[第一名回贈$20, 第二名$10. 比賽成績會計落我哋嘅小聯賽. 年終會有兩個冠軍🏆奬: (1)勝率冠軍 (2)第一名次數冠軍. 獎品會於我地Whatsapp 群內公布. (1)勝率: 勝率=勝出次數/參賽次數。（勝利定義: 得分係正數） 一年嘅賽季會分成四個quarter, 一月到三月為之1st quarter. 四月到六月為2nd quarter 如此類推。每個quarter會逐次加一埸參賽場次作為計名次門檻。例子：四月份開始，勝率計算只會計參賽咗兩場或以上嘅玩家。七月份只會計參賽咗三場。十月份計參賽咗四場。所以年終總排名每個玩家需要最少參賽左四場才符合計算資格。 (2) 第一名冠軍: 簡單計每局第一名次數最多者. 🔔 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 🔔Follow我哋IG: mtboardgame / boardgame_hk

九龍城-桌遊聚會(策略/派對遊戲) 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 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。

🛎️ 地址: 觀塘成業街 16 號怡生工業中心 A 座 2 樓 A2 室 🏢 好多時會有客人問我哋我哋嘅Meetup Party Games活動會玩啲乜嘢？其實就係例如9 Upper, 狼人真言，Flip 7，歌迷序會等等好玩流行嘅輕鬆桌遊，由當日嘅活動主持決定最終玩邊幾隻！ 其實玩邊隻game唔係重點。重點係個活動好唔好玩！我哋好多活動都有好多人參加. 所以不必多說，你應該知道究竟發生了什麼事！ \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* \*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\*\* **今日活動資訊:** 費用: [$105 / Girls $85] 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

(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

因为爱好所以认识 耳机是体外器官，歌单是私人日记。 喜欢一首歌会循环到天黑， 偶尔也想把耳机分给一个懂的人听。 这个下午，没有主讲人，没有流程， 甚至不需要刻意聊音乐。 只是把你和一群听歌品味相似的人或者爱听音乐的人，放进同一间屋子。 你们可以从最近循环的一首歌聊起， 也可以从歌手聊到生活、从旋律聊到回忆， 或者只是喝杯咖啡，听听别人在听什么。 音乐是起点，终点是认识几个同类。 也许会惊喜发现，原来也有喜欢一样音乐的人，也许发现原来也能学到新知识。或者只是来换个假期放松方式，体验不一样的感觉 时间：5月3日14：00 地点报名后告知 费用：免费，但餐费请自理 注意： 此活动有人数限制，活动过程中请保持友善，务必遵守相关法律法规，本活动和组织者不对参加成员安全负任何责任，请大家为自己安全负责。活动中不讨论政治，宗教等。 活动内容不代表活动组织者观点 本文和活动中的介绍内容和图片仅供参考 本活动安排可能会临时发生变化，请大家留意 如不同意或者违反以上内容，不可参加本次活动或可能会被要求离开活动 本活动不收取任何费用，活动过程中可以随时离开 活动内容介绍请以中文版为准 Because of shared hobbies, you meet people. Headphones are an external body organ, and a playlist is a private diary. When you love a song, you loop it until it gets dark. Sometimes, you even want to share your headphones with someone who truly understands. This afternoon has no host, no fixed agenda. You don’t even need to force conversations about music. We’ll simply put you and a group of people who listen with a similar taste—or who just love music—into the same room. You can start with the song you’ve been looping lately, or talk about the artist, life, melodies, and memories. Or you can just grab a cup of coffee and hear what others are listening to. Music is the starting point; the endpoint is getting to know a few people like you. Maybe you’ll be surprised to find that there are others who like the same kind of music. Maybe you’ll discover that you can learn something new. Or maybe you’re just here to relax your holiday in a different way and experience something fresh. - **Time:** 3 May, 14:00 - **Location:** Venue will be provided after registration - **Fee:** Free, but please cover your own meal expenses --- ## Important Notes This activity has a limited number of participants. During the event, please remain friendly and **follow all relevant laws and regulations**. This activity and the organizers do not assume any responsibility for the safety of participants; please take responsibility for your own safety. **We do not discuss politics, religion, etc.** - The content of this activity does **not** represent the organizers’ viewpoints. - The text and images in this post are for reference only. - The activity schedule **may change temporarily**—please stay alert and check for updates. - If you do not agree with the above or violate these rules, you may not be allowed to participate or may be asked to leave the event. - This activity does **not** charge any fee, and participants may leave at any time during the activity. - The description of the activity is based on the **Chinese version**.

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

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

**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

🛎️ 教玩需時, 未玩過全新手請準時 ⏰ Avalon 可能係”狼人殺”之後在香港最出名嘅一款身份board game. 新手歡迎👏會教玩! 玩法主要係: 大家都係圓桌武士年代阿瑟王的手下, 當中也混入了奸臣. 玩家輪流做Team Leader, 派人出去執行任務, 大家要共同決定誰人可信誰人不! 因爲祗要有一個壞人混入咗任務團隊任務便會失敗. 一款較狼人殺推理性更強丶更純嘅推理game, 勁啱鍾意估估下嘅朋友! 呢個遊戲唔會有人早出局. 🚫作弊（浪費大家時間） 🚫鬧人（冇人想放工特登走去俾人鬧） 🔔 準時開局. 唔會有凖時到場嘅人無了期等遲到嘅人嘅情況出現. 🔔 專人控場. 粗暴發言、鬧人、貼面、9玩者會被放進黑名單. 🔔 費用: 👱‍♂️$105 👧$85(Meetup報名平$5) Pay at entrance. 包飲品一盒, extra飲品每盒$5. 🔔 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

**Every Sunday, we connect people from different industries over lunch.** **What:** Lunch with 2 people, matched by our algorithm **When:** 12:30 PM **How to join:** Follow & message us on Instagram **[@weekdaylunchclub](https://www.instagram.com/weekdaylunchclub/)** https://www.instagram.com/weekdaylunchclub/ 💳 There will be an event fee to be collected prior to confirm your spot 🗣️ There will be no host — conversations flow freely 🔗 Profiles will be verified for participant safety and matching

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.

You have heard about AI. You know it can benefit your business. \- Can it save you time? \- Respond to customers faster? \- Allow you to take extra profits? Each meetup will break down 1-2 real example scenarios of how AI implementation can relieve stress or even push you further towards your goals. Free. No hype. Just discussing how AI can be implemented in your small business. Rise Commercial District 1509 Blatt Blvd Gahanna, Ohio 43230 Conference Room: Once inside building, conference room is down the left hallway

The May Ohio North Database Training user group meeting will be held on **May 5th, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr.** You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/meet/287759659366576?p=kCaammjECnUCvZzEJv)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Elections, announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### Data Cleansing using Data Bricks Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

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!

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

Central Ohio Radio Enthusiasts—CORE—is an informal community for anyone enthusiastic or curious about radio—whether you're new to radio and want to learn or you've been tinkering for years and want to share. Ham radio operators, GMRS users, Meshtastic fans, software-defined radio nerds, makers, and technical and non-technical folks are all welcome. No experience required or expected. This month we have **Radio Signal Analysis Using SDRs and OpenWebRX+** with **Scott McCrory**. Details are are [core.radio](https://core.radio/).