Data Science

In today’s fast-evolving global trade environment, efficient and secure supply chains are more important than ever. The Hong Kong Authorized Economic Operator (AEO) Programme, administered by Customs and Excise Department, Hong Kong, China (C&ED), offers accredited companies enhanced customs facilitation and international recognition. Join this T-box webinar to gain first-hand insights into the AEO Programme, its application requirements, latest development and how it can help streamline your cross-boundary operations. Representative of C&ED will also share a series of trade facilitation schemes including “Free Trade Agreement Transhipment Facilitation Scheme”, “Single E-lock Scheme”, “Cross-boundary Express Cargo Clearance Facilitation Arrangement” and “Air-Land Fresh Lane” which help expedite customs clearance process and reduce customs inspection, enhancing the industry's competitiveness. Explore how the AEO Programme can strengthen your business operations and global trade efficiency. [Sign up now.](https://home.hktdc.com/en/factsheet/FS-u3K5J8cv_SMECtrworkshop260627)

Please find the event details on the link(s) / 請點擊連結查看活動詳情: https://happywednesday.hkjc.com/zh-HK/ https://happywednesday.hkjc.com/en-US/schedule/

Please find the event details on the link(s) / 請點擊連結查看活動詳情: https://happywednesday.hkjc.com/zh-HK/ https://happywednesday.hkjc.com/en-US/schedule/

Feel free to join if you are interested in low level computer stuff. If you have any cool projects or ideas you wanna share, bring them along

**(New Dinner Session!)** **Every Wednesday, we connect working professionals from different industries over dinner.** **What:** Dinner with 2 people, matched by AI algorithm **When:** 7-8 PM **(1hr cap to avoid endless mingling - stay longer if it's fun!)** **How to join:** Follow & message us on Instagram **[@weekdaylunchclub](https://www.instagram.com/weekdaylunchclub/)** https://www.instagram.com/weekdaylunchclub/ 💳 Event fee (excl. meal) will be collected prior to confirm your spot 🔗 Safe community to make friends - all profiles are verified 🗣️ Hassle-free — just show up, enjoy the food, and make friends (no host, open conversations)

Programme Highlights 精選曲目: Felix Mendelssohn Bartholdy (1809-1847) *The Hebrides Overture, Op.26 (“Fingal’s Cave”)* Felix Mendelssohn Bartholdy (1809-1847) *Piano Concerto No. 1 in G minor, Op. 25* Ludwig van Beethoven (1770-1827) *Piano Concerto No. 4 in G major, Op. 58* 上海經典食物：小籠包、生煎包、糯米燒賣、擔擔麵、雞絲粉皮… Xiao Long Ba, Sheng Jian Bao, Dan Dan Noodles, Shredded Chicken with Bean Sheets **日期：2026年6月24日(星期三)** **時間：1)晚飯:@6:00pm-7:05pm; 2)音樂會:@ 7:30pm-9:30pm** **地點：尖沙咀** 集合時間及地點：1) @6:00pm @上海姥姥(梳士巴利道3號星光行地庫B7, B7a, B21-22 &B27號舖); 2) @7:10-7:20pm@香港文化中心(音樂廳門外); 電聯 名額：6人(同場另有公眾參與) 座位：自由劃位(本人會於7:10pm先排隊入場為大家獲取好座位) 主辦單位：香港浸會大學音樂學院 指揮：潘明倫 鋼琴：Colleen Lee 樂團：巴洛克室樂團 **Date: 7 June, 2026 (Wednesday)** **Time: 1) Dinner @6:00pm-7:05pm; 2) Concert @7:30pm-9:30pm** **Address: Tsim Sha Tsui** Assemble: 1) @6:20-6:30pm @Shanghai Lao Lao (Shop B7, B7a, B21-22 &B27, B/F, Star House, 3 Salisbury Road); 2) @7:10-7:20pm @Hong Kong Cultural Centre; by call Seat: 6 people limited (Other audience in event as well) Seating: No seating is set and seats are served on first-come-first-served basis (I will queue up for good seat at 7:10pm for members) Presented by: HKBU Academy of Music Conductor: Jonny Poon Pianist: Colleen Lee Orchestra: CMHK 餐廳介紹：www.openrice.com/en/hongkong/r-上海姥姥-尖沙咀-滬菜-上海-無肉餐單-r528038 MeetUp費用：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)一起用餐否?-> 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, (Dinner price excluded). Join: Click ‘Attend’-> Write down your 1)Contact number, 2)Male/Female, 3)Fee that you would pay for this event, 4)Meal together? -> 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) Welcome foreigners. Please remark your language if you are foreigner. [歡迎外地本地人一同熱鬧.請外地人指明語言.] \*\*\*b) Participants are required to follow instruction of the venue. [參與者要遵守場地規則,違者則有可能被邀離開.] \*\*\*c) Late comer may be restricted to admit and continue in the activity. [主辦組織不作逾候,逾時者有可能不被參加,請預早抵達.] \*\*\*d) No refund or seat transfer after payment, unless is the cancellation of activity or by our group. [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).] \*\*\*e) Photos taken by our group during activity will be as record and promotion. [活動如有拍照,以作記錄和宣傳用途.] \*\*\*f) When there are 3 No Show, we have the right to ban you out from our groups. [凡超過3次No Show者,本組有權將該組員移離本群組.]

**Details** Date: 27 June 2026, Saturday Time: 15:00 – 18:00 HKT Venue: BC404, The Hong Kong Polytechnic University Capacity: 40 participants **Please make sure you fill in the google form https://forms.gle/ogJSHfruCnjHNisU6 for Poly University QR Code Access**. **Topics** **1\. Mind the Data Gap — Prize Ceremony & Winners’ Sharing** Speaker: Winning teams / participants Duration: around 15 minutes In our previous HKPUG workshop, participants worked in teams on a messy Hong Kong-inspired synthetic transport dataset. The data was intentionally corrupted with missing values, outliers, inconsistent categories, URL-encoded station names, confusing delimiters, and hidden signals. Teams had to clean the data and submit their work to a fixed black-box scorer to see whether their cleaning improved model performance. In this session, we will present the prizes and invite the winning teams / participants to share their approaches. We will cover: \- Prize ceremony for the workshop winners \- How participants approached the data cleaning challenge \- What kinds of hidden signals were found \- Common patterns and mistakes we observed \- What we learned from designing a gamified Python data workshop No model tuning. Just data rescuing. **2\. Python "Lies": Things That Are Not What They Seem** Speaker: Alex Au Duration: 15 minutes Python often reads almost like English — until it does something that is technically correct but completely different from what you expected. In this rapid-fire talk, Alex will uncover several Python-specific “lies”: late-bound lambdas in loops, mutable default arguments that remember previous calls, nested lists that secretly share the same rows, generators that disappear after one pass, the surprising meaning of for...else, and finally blocks that can rewrite a function’s ending. Each example begins with a short “guess the output” challenge, followed by an explanation of the Python behaviour hiding underneath. Things are not always what they seem. **3\. LEPAUTE Framework — FSD\-style Visual Perception with Lie Group Equivariant Attention** Speaker: Carson Duration: around 60 minutes LEPAUTE is a Python-based visual perception / machine learning framework originally motivated by Tesla FSD-style autonomous driving perception. Autonomous driving perception is not just about detecting objects in a flat image. A model needs to reason about movement, rotation, position, scale, and viewpoint changes while still understanding the same scene consistently. In this talk, Carson will introduce the motivation behind LEPAUTE, the core technical ideas, and how Lie group equivariant attention can be applied to 2D visual perception. The session will also include a live or prepared demo. This talk is suitable for participants interested in Python, machine learning, computer vision, autonomous driving perception, mathematical structures in AI models, and research-oriented software projects. Note: This is an independent technical sharing and **does not imply affiliation with or endorsement by Tesla**. **Rundown** 15:00 – 15:30 Registration and networking 15:30 – 15:45 Opening and HKPUG updates 15:45 – 16:10 Mind the Data Gap prize ceremony and winners’ sharing 16:10 – 16:25 Break and networking 16:25 – 16:40 Python "Lies": Things That Are Not What They Seem 16:40 – 16:50 Break and setup 16:50 – 17:50 LEPAUTE Framework technical sharing and demo 17:50 – 18:00 Open discussion, networking, and closing **Who should join?** This meetup is suitable for: \- Python developers \- Data scientists and machine learning practitioners \- Students interested in AI\, computer vision\, and data science \- Developers curious about autonomous driving perception \- Open\-source contributors \- Anyone interested in practical Python workflows \- Anyone interested in the Hong Kong Python community **Notes** \- This is a community meetup and is free to attend\. \- Seats are limited to 40 participants\. \- Please RSVP only if you plan to attend\. \- Campus access details will be shared with confirmed participants before the event\. \- Please help us keep the venue clean and restore the room setup before leaving\. Special thanks to The Hong Kong Polytechnic University and Prof. Zackary Sin for supporting the venue arrangement.

Hi guys, this is going to be a special edition where we will also have some live band and music to switch it up. How is this related to AI? Well, when AI is here to automate the mundane things in life, us humans can reflect on what make us humans, and enjoy the life in us. +++ I think we've passed our 25/26th month mark now, we lost track! Our drinks night's unique point is NO PRESSURE. Everyone is just chilling, learning, and empathetic and supportive to each other's AI journey, wherever they currently are at. So, join our monthly networking drinks night: MERAKIS DRINKS Whether you are working on an AI project, learning about it, or simply curious about the scene, come make some new friends :) Simple as that Location: Acquasala italian restaurant, wine bar & cafe 13 Elgin St · Central, hk People who joined our previous events had come from all walks of life including entrepreneurs, finance and banking, data science, branding, marketing, architecture and UX, you name it! Come meet some new friends. Some had found cofounders, friends, even life partners from our event. It's the good vibes. All welcome, if you are new to our events, you will be even more warmly welcomed :) & Bring friends! More the merrier. Some questions you may like to ask other attendees when you meet them for the first time: \- How are you using AI in your daily life at this moment? \- What excites you the most about the new models of AI that came out most recently? \- What are you future plans in your AI exploration journey? Please note: \- If you attend our events\, we would assume it's ok to have you in our group photos :\) \- It's a Buy Your Own Drink situation :\) We are not commercially related to the venue and this is a non\-profit event\, we are friends who come together for a good chat\, please buy your own drink\! :\) \- Please don't sell us insurance XD it's not appropriate at this event\. \- If you have trouble finding us\, please reach Adeline via Adeline's LinkedIn https://www\.linkedin\.com/in/adelinechanhokming/ Follow us on ig [@merakis.ai](http://merakis.ai/) Linkedin https://www.linkedin.com/company/merakisai Co-organizer Adeline's Linkedin https://www.linkedin.com/in/adelinechanhokming

[ Join us ] Hello Everyone 👋🏼! This is the best awesome Group gaming in Hong Kong Let's get to know what's "The closest strangers, the best teammates ever" here\~🤼‍♂️ Team gaming, meet new people. Feel free to bring your TEAM! Friendly gaming mentality! \* When : Every Thursday \| From 8:00pm to 11:00pm Where : 3/F, West Wing, 66 Mody Road, Tsim Sha Tsui Centre, Tsim Sha Tsui East, Kowloon Fee : $400/person, Special offer for 2 ladies at $300/person Drinks : 2 classic cocktails/person Games : 3 bar games Guest : 24 guests (12 men and 12 ladies) max Prizes : CASH award for winner team Latecomers will just miss the games!!! \* [ Contact us ] First in first come! Registration and advance payment is required, you can ask through whatsapp chat https://wa.me/65398200

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**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 Chris Pazsint will be talking about Agentic Coding. How does one use CLI Based Agents, and Agentic IDEs such as Cursor, Kiro, Antigravity? How to include agentic coding plugins for IDEs you already love such as Visual Studio Code. 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

Most people still use AI like a search box: type one question, get one answer, repeat. But the next step is AI agents: systems that can take a goal, break it into steps, use tools, remember context, and produce useful work for a human to review. In this beginner-friendly session, we’ll demystify what AI agents actually are — without hype or jargon. We’ll walk through practical examples of how agents can help with research, planning, writing, coding, operations, and personal productivity. We’ll cover: * What makes an AI “agent” instead of just a chatbot * How agents break tasks into steps * Where agents are genuinely useful today * Where they fail, hallucinate, or need human review * How to design simple AI workflows for your own work * A live demo of an AI agent-style workflow from start to finish No coding experience required. This is for anyone who wants to understand where AI tools are going and how to use them more effectively right now. LOGISTICS AND PARKING: The talk starts at 7:00 PM. The first half hour is reserved for everyone to get set up and mingle. Free pizza and drinks! The cheapest parking option is to find street parking, which will only cost you a few bucks. Otherwise, park in the nearby veteran's museum lot for $8. It's highly recommended you avoid the nearby $15 garage parking.

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

📊 **Profit from Predictions – Polymarket Strategy** Stop guessing on Polymarket. Learn the analytical system that generates real profit. ⚠️ Complete registration below — RSVP alone doesn't reserve your spot. ### [🔗 CLAIM YOUR SPOT](https://aiventurelab.org/product/Polymarket?city=Columbus&groupurlname=network-of-book-lovers-and-discussion-meetups&startgmtdatetime=2026-06-30T22:00:00Z) --- What you'll learn: - A systematic approach to forecasting outcomes - How to identify high-value markets before the crowd - Polymarket strategies that generate consistent daily profit *The forecasters who win have a system. Get yours.* 🎯

🤖 **Create a Working AI Agent – OpenClaw Workshop** Create a working AI agent from your browser in one session. No prior coding needed. ⚠️ Register via the link below to secure your place — RSVP won't do it. ### [🔗 CLAIM YOUR PLACE](https://aiventurelab.org/product/OpenClawMasterclass?city=Columbus&groupurlname=network-of-book-lovers-and-discussion-meetups&startgmtdatetime=2026-06-30T22:00:00Z) --- What you get: - A real, working AI agent by the end of the session - A browser-based setup you can use immediately - Hands-on experience building AI workflows from scratch *Don't just use AI. Build it.* 🤖

📌 **Prediction Market Masterclass — Polymarket Income Strategy — The forecasters who win have a system. Get yours.** *Built for analytical minds who want consistent income not occasional wins* For anyone who wants to stop reacting to markets and start anticipating them systematically, this masterclass turns analytical instinct into a structured, repeatable system. Through a practical strategy session, you finish with a data-driven strategy that makes Polymarket income more predictable. --- **What the masterclass delivers:** - A system for categorising markets by where your edge is strongest - How to avoid the psychological traps that erode Polymarket profits - The specific market types where analytical edge consistently outperforms the crowd - A compounding framework for growing Polymarket profits over months not days **⚠️ Spot not held yet:** This rsvp does not equal a confirmed seat, so follow the link below and complete registration to get your confirmed spot — registration closes once spots fill so act fast, and your seat is only secure once registration is complete. ### [🔗 SIGN UP NOW](https://aiventurelab.org/product/Polymarket?city=Columbus&groupurlname=cafe-conversation-and-french-films-for-our-community&startgmtdatetime=2026-06-30T22:00:00Z) Polymarket income is not random for people who have the method — claim your seat and transform your prediction market approach into a repeatable system, as everything produced in the session is immediately usable. 🔍 *See what others miss. Profit from the difference.*