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Knowledge Sharing

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Frequently Asked Questions

Yes! Check out knowledge sharing events happening today here. These are in-person gatherings where you can meet fellow enthusiasts and participate in activities right now.

Discover all the knowledge sharing events taking place this week here. Plan ahead and join exciting meetups throughout the week.

Absolutely! Find knowledge sharing events near your location here. Connect with your local community and discover events within your area.

Knowledge Sharing Events Today

Join in-person Knowledge Sharing events happening right now

Book Sharing 讀書分享會
Book Sharing 讀書分享會
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
Open Book, Open Minds
Open Book, Open Minds
**Let’s start our conversation with books.** Bring a work you love, whether physical or digital, and join us for an evening of shared ideas and thoughtful dialogue. * **No preparation is required:** Your sharing can be a brief 3 to 10-minute introduction to your chosen book. * **First-time guests:** You are very welcome to simply show up, listen, and immerse yourself in the environment at your own pace. We are a community of readers, thinkers, and curious minds looking to connect, examine new perspectives, and grow together in a post-AI world. Whether you are local or international, your voice (or your presence) is welcomed here. **Registration Details:** * **Event Fee:** HKD 65 * **Payment:** FPS 53731775 (Please send a screenshot of your successful transfer to the host to confirm your spot) We look forward to an evening of brilliant minds and inspiring conversations. See you there!
Language exchange @my home cafe
Language exchange @my home cafe
Language exchange@ My home Cafe Kindly at least pay for one drink item for the cafe owner . Please come up stairs to 3/F .
AB/LI - 3 Courts - Badminton for fun and exercise - Queen Elizabeth Stadium
AB/LI - 3 Courts - Badminton for fun and exercise - Queen Elizabeth Stadium
Join us for a fun and fitness-focused doubles badminton session at Kowloon (TST) Badminton Meetup. Whether you're a beginner looking to improve your skills or a seasoned player seeking some friendly competition, this event is perfect for everyone. Our meetups are designed to combine exercise and recreational sports in a social and engaging environment. Don't worry if you're new to the sport, as our sessions are coached to help you enhance your badminton techniques while having a great time with fellow sports enthusiasts. Meet new friends, improve your game, and stay active on Sunday mornings with us. Come down to the court, unleash your competitive spirit, and enjoy a morning of exciting badminton matches interspersed with friendly banter and sports socials. 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- Queen Elizabeth Stadium - Multi-purpose Hall, 18, Oi Kwan Road, Wan Chai, HK Time - 9:00 am Event fees - 60$ 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
讀書會-聚會 Book club member gathering
讀書會-聚會 Book club member gathering
大家好, 我們誠摯地邀請大家來參加我們的聚會。請大家各自帶一本最近閱讀的書 (中英文也可以, 我們建議文學),分享您對這本書的想法和感受。這將是一個輕鬆愉快的環境,讓我們一起交流和啟發。 費用: 免費 聚會地址是:上環文咸西街44-46號903室 Whatsapp booking: 4449 0049 Website: https://midnightbliss-studio.com/ IG: midnight_bliss_studio 期待與大家見面。 祝好, Cultural Hub We sincerely invite you to our book club. Please bring a book you've recently read (in Chinese or English, it's fine but we prefer literature), and share your thoughts and feelings about it. This will be a relaxed and enjoyable environment for us to exchange ideas and inspire each other. Fee: Free RSVP Whatsapp booking: 4449 0049 Location: Suite 903, 44-46 Bonham Strand West, Sheung Wan
HKPUG #99 - "Lie" to me, Python
HKPUG #99 - "Lie" to me, Python
**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.

Knowledge Sharing Events This Week

Discover what is happening in the next few days

Indoor Volleyball for fun and exercise - Harbour Road Sports Center, Wan Chai
Indoor Volleyball for fun and exercise - Harbour Road Sports Center, Wan Chai
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 Wednesday for weekend games. No show or drop out without payment - ban for 3 months. WhatsApp the organizer at 57197742 to confirm your spot. Thanks WhatsApp the organizer at 57197742 to confirm your spot. Thanks Address- Harbour Road Sports Centre - Arena, 27 Harbour Road, HK Time - 12:00 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://api.whatsapp.com/send?phone=85257197742&text=Join%20badminton%20group Suggestions are welcome for future events... If interested please RSVP or WhatsApp me at 5 7 1 9 7 7 4 2 https://api.whatsapp.com/send?phone=85257197742&text=Interested%20in%20badminton
AB/LI - 3 Courts - Badminton for fun and exercise - Harbour Road Sports Center
AB/LI - 3 Courts - Badminton for fun and exercise - Harbour Road Sports Center
Join us for a fun and fitness-focused doubles badminton session at Kowloon (TST) Badminton Meetup. Whether you're a beginner looking to improve your skills or a seasoned player seeking some friendly competition, this event is perfect for everyone. Our meetups are designed to combine exercise and recreational sports in a social and engaging environment. Don't worry if you're new to the sport, as our sessions are coached to help you enhance your badminton techniques while having a great time with fellow sports enthusiasts. Meet new friends, improve your game, and stay active on Sunday mornings with us. Come down to the court, unleash your competitive spirit, and enjoy a morning of exciting badminton matches interspersed with friendly banter and sports socials. 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-Harbour Road Sports Center - Arena, 27 Harbour Road, HK Time - 10:00 am Event fees - 60$ 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
Beyond Aging: How Perception, Hypnosis, and NLP Shape Health Outcomes
Beyond Aging: How Perception, Hypnosis, and NLP Shape Health Outcomes
🔥🧠 What if better health required less struggle and more awareness? Discover how your perceptions, beliefs, expectations, and unconscious patterns may influence your wellbeing more than you think. Many people assume that health and aging are determined primarily by biology. However, emerging research and practical experience suggest that perception, expectation, and mindset can significantly influence wellbeing. In this engaging MOTIVATE Community webinar, Adrian Cahill explores the connection between hypnosis, NLP, coaching, and the groundbreaking insights from Counterclockwise by Ellen Langer. Together, we'll examine how beliefs, attention, and expectations affect our daily experience and how the science of the placebo effect reveals the powerful relationship between mind and body. Participants will discover practical ways to increase awareness, reduce internal resistance, and create healthier habits with greater ease. Join us for an inspiring conversation that challenges conventional thinking about aging, health, and human potential. 🗓️Join us on **Sunday, June 28**, for **Beyond Aging: How Perception, Hypnosis, and NLP Shape Health Outcomes**, presented by **Adrian Cahill**, as we explore how awareness, beliefs, expectations, and perception can influence wellbeing, personal transformation, and healthier living. 🎯 Key Points / Takeaways for the Audience ✅ Lessons from the Counterclockwise experiment and its implications for health and aging ✅ How perception influences behaviour, wellbeing, and life outcomes ✅ Understanding the science behind expectation and the placebo effect ✅ The role of hypnosis in supporting positive change ✅ NLP approaches for shifting limiting beliefs and creating healthier habits ✅ How attention and awareness shape everyday experience ✅ Practical strategies for improving wellbeing through mindset shifts 🎯 Additional Key Points / Benefits ✔ Learn how to work with your mind rather than against it ✔ Reduce unnecessary effort and internal resistance ✔ Increase self-awareness and conscious choice ✔ Improve emotional resilience and stress management ✔ Create healthier behaviours more naturally and consistently ✔ Strengthen your sense of personal agency and possibility ✔ Discover how expectations can influence performance, motivation, and wellbeing ✔ Gain fresh insights into the mind-body connection ✔ Explore how greater awareness can lead to healthier outcomes with less struggle ✔ Leave with practical ideas you can immediately apply in daily life "Perhaps better health doesn't require more effort. Perhaps it begins with greater awareness." **🎤 ABOUT THE SPEAKER** Adrian Cahill is a sought-after coach with extensive experience in life, business, executive, and relationship coaching. Having trained and mentored hundreds of coaches, therapists, managers, and facilitators, he brings deep expertise in human behavior and transformation. With over 3,500 hours of coaching experience and a background as an ICF PCC coach, Adrian’s work focuses on rewiring unconscious patterns to create long-lasting shifts in identity, confidence, and success. Beyond private coaching, Adrian plays a pivotal role in shaping the next generation of professionals. He serves as a mentor and support trainer for the world’s only Post-Graduate Qualification in Neuro-Linguistic Programming. This high-caliber program attracts executives, business owners, doctors, lawyers, and industry leaders who seek to master advanced coaching methodologies. Many of his students are running successful businesses or leading organizations, applying these skills to enhance leadership, performance, and personal breakthroughs. **CONTACT DETAILS** 👉Wechat ID: Adriannqld 👉Facebook: www.facebook.com/Adriannqld 👉Instagram: www.instagram.com/adriannqld/ 👉Linkedin: www.linkedin.com/in/adriancahill/ 👉Youtube: www.youtube.com/@MotivateCommunity 👉Website: www.motivatecommunity.com **⏰June 28, 𝟮𝟬𝟮6 (𝗦𝘂𝗻𝗱𝗮𝘆), 𝟭.𝟱 𝗛𝗼𝘂𝗿** 5:00 PM GMT+8 China 7:00 PM GMT+10 Australia 5:00 AM GMT-4 New York 11:00 AM GMT+2 Barcelona 📌For first-time attendees please scan the QR code on the flyer or click the following link to register and become part of our enriching live discussion, all at no cost: https://adriancahill.agilecrm.com/forms/6002900926529536 📌Zoom Link: https://zoom.us/j/86301571361 Log-in: 86301571361 Password: #motivate Don’t miss it. Register now!
CC Coffee Chat
CC Coffee Chat
我係INFP + 3 號仔CC 喜歡閱讀 喜歡coffee 喜愛 深度交流 近期番睇呢本書: [1%貧富不均 Inequality and the 1% ] 作者:丹尼.杜林 「最富有和最貧窮公民之間長期存在差距——這是未來10年最可能造成全球性嚴重傷害的風險。」 ——世界經濟論壇,2014年1月16日 你點睇呢? Let’s have a weekend coffee chat ☕️
Pink Dolphin Watching 97% sighting rate with expert
Pink Dolphin Watching 97% sighting rate with expert
Do you know that pink (Indo-Pacific humpback) dolphin was grey when they were young? The expert has been operating ecological tours to see the Indo-Pacific humpback dolphins in Hong Kong since 1995. Join us on one of our tours and enjoy a day out with these beautiful pink dolphins with extremely high sighting rate of more than 97% **Duration and Schedule** 4-5 hours starting from 8:50am at the town pick-up (approximately 3-4 hours at sea depending on dolphin sightings, sea conditions and traffic). Please refer to our Facebook for announcements of trip schedules or email to [booking@hkdolphinwatch.com ](mailto:booking@hkdolphinwatch.com)to enquire. * **Price** HK$ 580 for each adult HK$ 380 for a child under 12 Discount code: "FriendtoFriend" to get $20 discount per person * **Pick up** (1) Coach transfer from town: On Middle Road exactly outside The Kowloon Hotel in Tsim Sha Tsui, Kowloon (across the road from the back of the Peninsula Hotel). Please be there on time at **8:50am** to register with our colleague who takes care of the trip. (2) Boarding the boat: Tung Chung New Development Pier, Lantau. Please be there at 9:25am. ***(Please specify which pick-up you prefer when making the booking.)*** Details of Booking: http://www.hkdolphinwatch.com/booking_a.php
找到你的痛症地圖!
找到你的痛症地圖!
你是否正受以下問題困擾? ・肩頸膊長期繃緊痠痛 ・腰背痛反覆發作 ・膝關節疼痛影響行路 ・坐骨神經痛 ・做過物理治療、按摩、針灸 ​​​​​​​・痛症改善後又再次復發 ​​​​​​​其實這些方法只能暫時舒緩症狀 ​​​​​​​痛症很容易再次出現 什麼是 Pain Mapping(疼痛製圖)? Pain Mapping(疼痛製圖) 是一種 臨床醫學疼痛評估方法 ⭐️ 找出疼痛位置 ⭐️ 評估疼痛範圍 ⭐️ 分析疼痛嚴重程度 ⭐️ 找出誘發及加劇因素 ⭐️ 建立專屬個人疼痛地圖 今星期六係 荔枝角, NIVANA 馬灣痛症王 Bill Ng 將會親身示範如何精準找出痛源! 馬上聯絡 萬年青Evergreen 團隊 44147431 報名啦! 或登入以上網站登記 https://urevergreen.cn/evergreen_pain_mapping ___________________________________ 另外亦歡迎加入們解痛社群! 了解無創非入侵的關節修復技術! https://chat.whatsapp.com/E6D8nKROWor3S9oaayjGlF

Knowledge Sharing Events Near You

Connect with your local Knowledge Sharing community

IxDA Chat n Pancakes
IxDA Chat n Pancakes
You can sleep in on the Sesquicentennial (observed), we’re shifting to the following Friday. But join the local UX community for a chat and some biscuits to catch up. If you were in CA for Figma Config, tell us all the lines and you can tell me how I can animate an SVG without coding it by hand, and why I’d even want to. Thanks to the team at Nationwide of supporting the group.
ServiceNow AI Deep Dive: Hands-On Learning Session
ServiceNow AI Deep Dive: Hands-On Learning Session
We're planning a hands-on technical session focused on building AI solutions in ServiceNow - think skills, agents, and real-world use cases. If you’re curious about AI on the platform, RSVP now and stay tuned for more details. Let's build together!
Men's Group meetup
Men's Group meetup
**The idea for this group is to build a community where men can gather together and build connections & learn and grow from each other.** How we start each meeting is by each of us checking in with our "roses and thorns" aka what are the good things and the bad things going on in your life recently? Then we will go into a topic discussion. \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- **COMMUNITY AGREEMENTS** \*\*THERE WILL BE A ZERO TOLERANCE POLICY FOR NO-SHOWS. IF YOU RSVP TO A MEETING AND FAIL TO SHOW UP WITHOUT NOTICE, YOU'LL BE REMOVED FROM THE GROUP. THIS IS TO PRESERVE THE INTEGRITY OF THE GROUP\*\* 1. Confidentiality - EVERYTHING that is shared NEVER leaves this space so that this space remains safe and sacred. There is a zero tolerance policy for this. If a man is in violation of this, they will be permanently removed from the group. 2. Non-Judgement - we respect and honor every man’s truth so that we may receive the same from others. While we may not agree on everything, we commit to respecting every man’s perspectives and engaging in honorable discussion with one another. 3. Be committed - honor your commitment to this group and to yourself. If you attend a meeting, please commit yourself fully to the meeting. Also be committed to your own journey. When we fail, we own it & clean it up. 4. Speak from the heart - this is NOT a space to “look good”, have the “right” answers, and have it all together. Relax and know you are not alone. Be exactly who you are within the safety of this space. 5. Be supportive - This means always willing to provide encouragement to your fellow men, encourage action and momentum in each other’s lives.. Be willing to challenge each other. Be willing to hold each other accountable. 6. Participation - what you receive from this community will be a reflection of what you put into it. Period. We ask that you share your perspectives, reflect on others, and give/receive support when and where it’s needed.
Founding Connections: The Columbus Investor Social | Vol. 1
Founding Connections: The Columbus Investor Social | Vol. 1
Hi everyone! We're Jared and Petria Walker, local real estate investors based in Columbus, Ohio, with a passion for short-term rentals and hospitality. We're looking to start a casual monthly Columbus-area meetup for entrepreneurs, investors, real estate professionals, and anyone interested in short-term rentals to share ideas, discuss market trends, learn from one another, and build meaningful relationships. Whether you're just getting started or have years of experience, we'd love to connect, collaborate, and grow together. We believe some of the best opportunities begin with great conversations. See you soon!
Columbus Publish at Scale with AI
Columbus Publish at Scale with AI
🔑 **Publish Ebooks with AI Fast — Income Blueprint — Publish at scale. Earn passively.** *The blueprint that makes AI-assisted ebook publishing fast and repeatable* For people who want to publish multiple ebooks without dedicating months to each one, this masterclass makes the whole AI-assisted publishing process concrete. Through the complete write-publish-earn workflow, you finish with a tested AI ebook system and the confidence to scale it. **⚠️ Your seat is not locked yet:** An rsvp on this page is not a confirmed spot, so click below to register — completing that form is what holds your seat — the cap is reached quickly so register without delay, and your spot is held only when you complete registration. ### [🔗 BOOK YOUR SPOT](https://aiventurelab.org/product/AIEbookBusiness?city=Columbus&groupurlname=club-of-bold-book-discussions-and-socials&startgmtdatetime=2026-06-27T22:00:00Z) --- **What the session produces:** - Niche research tools that identify profitable ebook topics automatically - How to use AI writing tools to produce full ebooks in hours not weeks - The complete AI ebook tech stack and how each tool fits into the pipeline - Strategies for building reviews and traction on new ebook listings Your knowledge is already worth more than you are charging for it — lock in your place and produce a live ebook and publishing pipeline in one session, as the session is kept small so everyone gets real time with the material. 🖊️ *Passive income starts with the first published ebook.*
Candle Making Night at The Arcane Foundry | Design Your Own Custom Candle
Candle Making Night at The Arcane Foundry | Design Your Own Custom Candle
## Candle Making Night at The Arcane Foundry \| Design Your Own Custom Candle **SPECIAL PROMOTION**: Buy 3 and get 1 Free! Step into The Arcane Foundry and create your own custom candle from start to finish. This is a laid back, hands-on experience where **you’ll blend fragrances, choose your vessel, and pour your own candle using 100% soy wax**. Whether you’re coming solo or with friends, it’s designed to be simple, creative, and a good time. We’ll walk you through the entire process, from picking your scents to choosing between a traditional cotton wick or a crackling wood wick. You can go with one fragrance or mix your own blend to create something completely unique**. No experience needed**, just show up and we’ll handle the rest. While your candle sets, feel free to hang out, play a game, explore the shop, or just relax and talk. Drinks and snacks are available, and the atmosphere leans into the **fantasy**, **dark academia**, and **gothic horror** vibe The Arcane Foundry is known for. Learn More: [Candle Making in Columbus, Ohio at The Arcane Foundry](https://thearcanefoundry.com/candle-making/) *** ### What to Expect: * Guided candle making experience * Choose your own vessel, wax, wick, and fragrance * 100% soy wax candles * Optional drinks and snacks * Time to relax while your candle cools *** ### Important Notes: * Please arrive on time so we can start together * Candles will need time to set before taking home * This is a beginner-friendly event *** ### RSVP Required Reserve your spot on Meetup to lock in your seat. **Candle Making** (includes vessel, your choice of wick, wax, scented oil, labels and lids) 5oz Glass Jars $15 8oz Candle Tins $25 12oz Glass Candles $35 12oz Amber Jars $40 16 oz Skull or Jack o Lantern Candle Mugs $65 (Limited Edition!) **All materials included. You just bring yourself (and your drink of choice).** **Payments accepted:** * Credit Card * Venmo: @Daclaud-Lee * Cashapp: $DaclaudL
Data & Analytics Wednesday - Learning from Everyday Data
Data & Analytics Wednesday - Learning from Everyday Data
**Practical Curiosity: Learning from Everyday Data** How do we actually get better at utilizing our day-to-day data? Fancy dashboards and complex models might look nice and draw attention, but that’s not where most of us spend our time. In fact those shiny outputs frequently sit unused, while the real insights are drawn from the analyst’s daily practice. Sometimes it’s as simple and as powerful as noticing that a segment is shrinking, a channel is underused, or certain links keep getting all the clicks. There’s many different places that the spark of insight can come from, but you have to keep your head in the data and know where to look. In this session, we’ll explore real-world examples of how segmentation, testing, and click behavior can uncover practical digital marketing opportunities. You’ll leave with inspiration for your own use cases, along with a few simple ways to ask better questions, spot meaningful patterns, and make smarter decisions without overcomplicating it. **About Our Speaker:** [Elaine Armbruster](https://www.linkedin.com/in/elainearmbruster/) is a Director of Digital Experience at the [American Diabetes Association](https://diabetes.org/), where she focuses on using data and insights to create smarter, more effective digital experiences. A lifelong Columbus resident, she has built her career in email marketing and the broader digital user journey, and is finding she most enjoys working in the messy middle where systems, data, and big ideas don’t quite line up yet. Thanks to our 2026 sponsors: [Clarivoy](https://www.clarivoy.com), [What Box Consulting Group](https://www.whatboxconsultinggroup.com), [Conductrics](https://www.conductrics.com), and [Piwik PRO](https://piwik.pro) More info at [cbusdaw.com](https://cbusdaw.com)