Machine Learning

``` Nondualismi - minätön minä tapaamisissa kokoonnumme yhdessä tutkimaan sitä, mikä olemisessa on todellisinta — avoimena olevaa, ajatonta tietoisuuden luontoa, joka on jokaisen ihmisen syvin ja aidoin olemus. Ohjattujen harjoitusten muodossa saamme omakohtaisen kokemuksen ja oivalluksen siitä mitä nondualismi tarkoittaa. Open Heart -opetuksissa nondualismi ei ole abstrakti filosofia vaan suoran kokemuksen asia. Satsangissa pointataan suoraan tähän suoraan kokemukseen. Satsangissa on tilaa kysymyksille, yhteiselle meditaatiolle ja avoimelle jakamiselle. Tervetuloa riippumatta kokemustasosta. Ohjaaja: Amrita Sangita (Helena Nymark), Vidyadhara. Vidyadhara arvonimi, jonka Sangita on saanut opettajaltaan keväällä 2026. Se osoittaa toteutunutta ymmärrystä ja kykyä välittää opetusta suoran kokemuksen kautta (direct transmission, direct introdcution). 💸 Ensimmäinen kerta maksuton· Sen jälkeen 10–20 € oman maksukyvyn mukaan 📍 Avartuvan Ihmiskuvan tilat, Lootuskukanhuone, Uudenmaankatu 33, Helsinki Taloudellinen tilanne ei ole este — ota yhteyttä: yogini.helena@gmail.com openheartofallbeings.com ``` Ota mukaan oma istumatyyny jos haluat istua lattialla. Tuoleja on vapaasti käytettävissä. Saavuthan paikalle ajoissa.

Zurihac shirts, or other Haskell events paraphernalia mark the spot! :D You're invited to Haskell Office Hours, a laid-back meetup where you can ask questions, get help setting up the Haskell toolchain, or just hang out with fellow Haskellers. This meetup is geared for newcomers, but experts are also welcome to show up and join in the knowledge-sharing. This meetup will occur every second week and RSVP is preferred. Meetup starts at 19:00 and runs until 20:00. For more coordination, join our [Newcomers Matrix room!](https://matrix.to/#/!wnXpJkwWACgSBBzwDh:matrix.org?via=chreekat.net&via=matrix.org&via=rauhala.info) Happy Haskelling!

Are you looking to expand your network, gain insights on two way integration and mentorship? Join us for the FIKA Mentorship Autumn 2025 Closing Event, an evening that will bring together professionals, mentors, and mentees to reflect, connect, and be inspired. WHEN: 3rd June at 17:30-19:30 WHERE: Luckan, Georgsgatan/Yrjönkatu 27, Helsinki 💬 During the event there will be a storytelling session where participants from the FIKA mentorship autumn 2025 cohort will share about their experiences, what they learnt and achieved together during the six-month mentorship programme 🤝 Come meet like-minded individuals and take part in interactive activities designed to stir meaningful conversations in a relaxed and welcoming setting. Whether you're curious about mentorship, interested in integration work, or simply looking to connect with a diverse and engaged community then this is an event you won’t want to miss. 📌 Free of charge & open to all 👉 Register here: [https://lnkd.in/dT-eXADg](https://lnkd.in/dT-eXADg) We look forward to seeing you all there!

Learning Finnish in Finland can be difficult because Finns tend to switch to English. That is one of the reasons people like our Finnish language café: you get to practice Finnish with Finns :) The events are completely free and there is always a native speaker to facilitate the conversation and to help find the right words. The coffee is good too ☕😋🇦🇹 Tervetuloa! When? ⏰ Usually Tuesday to Friday from 15:00 - 16:00 Where? 📍 In a cozy Viennese coffee house: The Good Coffee Company, Eerikinkatu 33, Helsinki The Good Coffee Company A Taste of Vienna 🇦🇹 Eerikinkatu 33, 00180 Helsinki Please visit our Facebook page for updates and changes: https://www.facebook.com/TheGoodCoffeeCompany/events

This month we will get together at Teerenpeli in the centre of Helsinki. This will be an informal get together and everyone is welcome! Please note that there is no formal agenda (or presentations), and everyone is free to bring up topics they’d like to discuss. For those of you who are attending for the first time, this will be a perfect opportunity for you to meet some of the members of the community. The meetup starts at 17:30. You’ll find us at a table with the WordPress logo. As always, bring your laptops along if you need help with any WordPress related issues. There are always people there who will be able to help you or point you in the right direction. \-\-\- The WordPress Helsinki meetup group aims to bring together people of all skill levels, from beginners to WordPress professionals. If you have any questions, leave a comment or contact us directly here on [Meetup](https://www.meetup.com/wphelsinki/discussions/). You can also find us on [LinkedIN](https://fi.linkedin.com/company/wordpress-finland) and [Facebook](https://www.facebook.com/WPHelsinki/). If you prefer a more direct approach, you can find most of the community members on the #meetups-helsinki channel on [WordPress Finland Slack](https://fi.wordpress.org/chat/). **Talks** If you’d like to speak at an upcoming meetup or suggest some topics you’d like to hear about, leave a comment on our [meetup board](https://www.meetup.com/wphelsinki/discussions/) or contact us on the #meetups-helsinki channel on Slack. **Slack** The local Finnish Slack community is a great place to meet other WordPress enthusiasts online and get help and advice with WordPress-related issues. We’ve written a brief introduction on our meetup page if you’re interested in joining: [https://fi.wordpress.org/chat/](https://fi.wordpress.org/chat/) **Sponsorship** Our meetups are run by volunteers and could always use some support from the professional community. If your company is interested in sponsoring an upcoming meetup or hearing more about it, leave a message on the #meetups-helsinki channel on Slack or contact us directly through our meetup page. **Meetups in other cities in Finland** [Jyväskylä](http://meetup.com/Jyvaskyla-WordPress-Meetup/) [Seinäjoki](https://www.meetup.com/Seinajoki-WordPress-Meetup/) [Tampere](http://meetup.com/Tampere-WordPress-Meetup/) [Turku](http://meetup.com/Turku-WordPress-Meetup/)

Språkcaféet är en öppen diskussionsgrupp för dig som är intresserad av att öva svenska. Välkommen till Oodi för att samtala på svenska, dricka te, lära känna nya människor och utveckla dina språkkunskaper. Tröskeln är låg alla är välkomna till språkcaféet. Vi träffas på andra våningen i grupprum 7. Språkcaféet ordnas i samarbete med Föreningen Luckan. NÄR? Varje onsdag från 28 januari till 1 juli 2026, kl. 17.30–19.00 VAR? Tölöviksgatan 4 / Helsingfors centrumbibliotek Oodi Grupprum 7, våning 2 HUR? Gratis, men antalet platser är begränsattill 20 personer – säkra din plats i tid. Läs mer här: [https://helmet.finna.fi/FeedContent/LinkedEvents?id=helsinki:agilmfuur4](https://helmet.finna.fi/FeedContent/LinkedEvents?id=helsinki%3Aagilmfuur4&fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEyOXJVem4wcG9zTFNnWkZhb3NydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR7oA9f7wT-vg1TTAOolBX-DIa5v2kNy3WWYaRoGIQ61b0FwKnNRIpM8iS_SNA_aem_3IiwBU4uC18LCxtcZztCzQ) \-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\- The Language Café is an open discussion group for people interested in practicing Swedish. Come to Ode to discuss in Swedish, drink tea, get to know new people and practice your language skills. We have a low threshold, everyone is welcome to the language café and we meet on the second floor in group room 7. The language café is organised in cooperation with Föreningen Luckan. WHEN? Every Wednesday starting 28th Jan - 1st July 2026 from 17.30-19.00 WHERE? Tölöviksgatan 4 / Helsinki Central Library Oodi, Group room 7, second floor HOW? Free, however, the space is limited to 20 people so make sure to grab a seat. Read more here: [https://helmet.finna.fi/FeedContent/LinkedEvents?id=helsinki:agilmfuur4](https://helmet.finna.fi/FeedContent/LinkedEvents?id=helsinki%3Aagilmfuur4&fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEyOXJVem4wcG9zTFNnWkZhb3NydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR5tA7X3DwdnHkLD_aFYiMP70HkHr0Sb51r5vMwwTnCaNWoZQI38y7VBcXHTqQ_aem_ankM-3hEAv-lqwS8R76POA)

**All are welcome**, wherever you are in your running/walking journey! We meet at Lapinlahti’s sauna, and the run begins promptly at 6:00 PM. **Please arrive early to get ready.** * There is a changing room, a few lockers, and a bathroom available. * We will run from the sauna to the Sibelius Monument and back — a total distance of 6–6.5 km. * The sauna house will be locked while we are out running. * After the run, we will swim, hang out, and enjoy the sauna until **8:00 PM**. * We kindly ask everyone to leave by 8:00 PM. * **To ensure fair participation, if you are no longer able to join, please cancel at least 3 hours in advance so individuals on the waitlist may attend.** * *Zero Tolerance for Harassment* **Hosted by: Nia & Olli** Contact: Nia – +358 408223934 **HOW TO FIND US:** When arriving at the main gates of Lapinlahden Lähde, turn right and head towards the water. Lapinlahti's sauna is located halfway between the yellow main building and the red Venetsia building We want everyone to feel welcome and safe. **By participating, you agree to:** • Respect others – Be mindful of personal boundaries, privacy, and consent. • Listen actively – Give space for all voices and avoid dominating conversations. • Use inclusive language – Avoid offensive, discriminatory, or exclusionary remarks. • Be considerate in the sauna – Some people may prefer quiet or need space. • Address issues kindly – If a problem arises, bring it up respectfully or with the hosts. Tervetuloa Run to Saunaan! Tapaamme Lapinlahden saunalla ja lähdemme juoksemaan noin kello 18.00. Tulethan ajoissa! • Käytössä on pukuhuone, lokeroita ja vessat. • Juoksemme saunalta Sibelius-monumentille ja takaisin. Kokonaismatka on noin 6-6,5 km. • Sauna on lukossa juoksun ajan. Juoksun jälkeen saunomme, uimme ja vietämme aikaa yhdessä kello 20.00 saakka. Kello 20.00 jälkeen meidän täytyy poistua. Tapahtuman järjestävät: Nia ja Olli Voit soittaa Nialle: +358 408223934 MITEN MEIDÄT LÖYTÄÄ: Kun saavut Lapinlahden Lähteen pääporteille, käänny oikealle kohti merta. Lapinlahden sauna on keltaisen päärakennuksen ja punaisen Venetsia-rakennuksen puolivälissä. Haluamme, että kaikilla on turvallinen olo. Run to Sauna -tapahtumissa noudatamme seuraavia periaatteita: • Kunnioitamme toistemme rajoja ja yksityisyyttä. • Annamme kaikille tilaa osallistua keskusteluun. • Puhumme kaikista ihmisistä ja ihmisryhmistä kunnioittavasti. • Olemme ystävällisiä toisillemme. • Ongelmatapauksissa voit kääntyä ohjaajien puoleen. **MIITTI’s Principles for safer space:** MIITTI wants to nourish a safe and pleasant environment for everyone, where everyone can feel safe as themselves. By joining as a volunteer, employee or participant of the event or activity, you agree to follow the guidelines below *Non-discrimination* I do not make assumptions about people based on their external characteristics or names. I treat all participants with respect, and I don’t use language or take actions that discriminate based on race, gender, sexuality, disability, age, religion, or any other characteristic. I respect pronouns and names. *Boundaries* I respect others' personal space and boundaries, both physical and mental. I acknowledge that I cannot know someone else's boundaries without asking first. I ask before touching. I listen to others and adapt my behavior if someone indicates that my behavior makes them feel uncomfortable. *Creating Safe Environment* Everyone is responsible for contributing to a safe and respectful environment. If I witness harassment, I do my part to support those who experience inappropriate or offensive treatment. *Zero Tolerance for Harassment* Our space upholds a strict zero-tolerance policy towards any form of harassment. Harassment, whether verbal, physical, or online, will not be tolerated. If you experience or witness inappropriate behavior or harassment at our events, please report it to the MIITTI or Lapinlahden Lähde staff. If you want to be part of the MIITTI community, follow us on our other platforms: IG: [instagram.com/miitti1](http://instagram.com/miitti1) Facebook: [facebook.com/miitti1](http://facebook.com/miitti1) Web: [lapinlahdenlahde.fi/projekti/miitti](http://lapinlahdenlahde.fi/projekti/miitti) Whatsapp: Join our Whatsapp community network to join your favourite group and stay connected with the other members! When you participate in one of our groups or events, just ask the group facilitator to add you to the community!

PyData London 2026 brings together data scientists, engineers, and researchers from around the world for three days of insightful talks, tutorials, and community connection. Hosted in one of Europe’s leading tech hubs, the event highlights the latest developments in Python, machine learning, and data science. Attendees can expect a mix of cutting-edge research, real-world applications, and opportunities to network with industry leaders. Whether you're a beginner or an expert, PyData London offers something for every level of the data science community. **THIS IS NOT A TICKET- TICKETS MUST BE PURCHASED ON CONFERENCE WEBSITE.** https://pydata.org/london2026

**Iced Coffee, Conversations & Open Mic** Summer is finally here, let's celebrate it with a relaxed gathering filled with iced lattes, iced matcha, good music, inspiring conversations and ambitious people building interesting things. We’ll also have an open mic, where anyone can take up to 5 minutes to share: • a project they’re building • an idea • a question • a collaboration opportunity • summer plans • something they need help with • a story • stand-up, music or performance • or simply something interesting Apply to the open mic here: [https://tally.so/r/eq9yzO](https://tally.so/r/eq9yzO) \*We'll confirm your spot closer to the event. Whether you want to speak or just listen and meet good people, you’re welcome. Bring your ideas, your friends, your curiosity or just yourself. 📍 Outrun Cafe 🗓 Saturday, June 6, 2026 ⏰ 11:30 - 13:30

We thought it would be nice to start the summer right, in good company, in a relaxed setting. So, for the first time, the HDW Low-Key Data Meetup takes place at the [Olarin Panimo Taproom](https://olarinpanimo.fi/taproom/) at Konepaja, Vallila. We'll be outside, weather permitting, so it's also the perfect start for the 'terrace season'. And if it happens to rain, we'll just be inside instead. If you're coming from the city center, Tram number 9 is probably the easiest to take. A couple of words about Helsinki Data Week at the beginning. After that, it’s again just hanging out with like-minded folks and your beverage of choice! Free for participants! Join us in Olarin Panimo Taproom at 17:00 on Thursday, June 4! ps. Following a spring cleaning of his bookshelf, Antti will have \~20 (mostly data) books to give away. First come, first served!

**HOW TO FIND US** Outdoors: We meet **every Sunday at 15:00** in the **Töölönlahti Park**, opposite the entrance to Pikku-Finlandia. If you’re walking from Oodi, pass the playground with the big swings and the volleyball court. On the left, you’ll find us in the **area with benches, hammocks, and yellow chairs**. Indoors: When it's cold or rainy we move to the **top floor** of the **Oodi** Library, on the stairs opposite the children’s area. It's a good idea to **keep your sketchbook visible** so others can easily recognize that you're there for the sketching meetup. And if you’re a regular participant, making it clear that you're part of the sketching group can be very helpful for newcomers! \*\*\* **HOW IT WORKS** At each meetup, attendees take turns being the model for a quick **10-minute sketch session**. One person poses, everyone else sketches, then we rotate. \*\*\* **WHAT TO BRING** Pencils and paper (or any sketching tools you like). No fees, no pressure. The only thing we ask is that everyone takes a turn posing for the group. You can sit however you feel comfortable — the 10 minutes go by quickly! Draw as much as you like, skip a round if you’re tired or just want to chat, and leave whenever it suits you. The event continues as long as there’s interest. \*\*\* **STAYING CONNECTED** **Only people who have attended at least one meetup will be accepted into the WhatsApp group**. To be added, please ask other participants at the meetup — a few members have permission to approve new people, and at least one of them will likely be present. \*\*\* **SOCIAL MEDIA** If you’d like to share your drawings from the meetup, you can send on WhatsApp group or use the Instagram collab function (instagram.com/sketchy.collective). We warmly encourage everyone to share their work and take part in building our international sketching gallery — together with artists from all the cities where Sketchy Collective meetups are organized. Please note that photos may be taken during the meetup and shared on our social media. If you’d rather not be in photos, please let the person taking photos know so they can avoid photographing you. If you’re taking photos, please make sure people know about it and can choose whether they want to be included or not.

Hello sporty population! Join us for badminton and meet people from around the world! Everyone is welcome, whether you’re a beginner or already experienced. **IMPORTANT**: Spots are limited, so please reserve yours in advance. Only registered participants can join to ensure fair access for everyone. If you mark “going” but do not attend, or fail to cancel at least 1 day before(By 9pm Saturday), you may be suspended from the next two sessions. 📍 Location: Talihalli Huopalahti ⏰ Time: 11:00–12:30 🏸 Courts: 9, 10, and 11 You can meet us at the entrance a little before 11:00 or come directly to the courts (**please do not enter before our booking starts**). Who can join? • Open to everyone, regardless of background or gender • No badminton skills needed – beginners are welcome • **Age limit: 16+** Event is free, but please bring your rackets and indoor shoes, or you can borrow a racket from the hall for free if needed. We are committed to making our events and activities accessible to those who need them most. Therefore, **individuals with a refugee background are welcome to attend free of charge without prior registration.** If you plan to join, simply send a message to Alaa to let us know you’re coming. This approach is intentional. Many refugees and newcomers face practical, cultural, and psychological barriers that can make formal registration difficult or discouraging. By removing this requirement, we aim to create a more inclusive, low-threshold environment where participation feels safe, simple, and welcoming. Our events are designed to support the mental health and well-being of refugees and immigrants, while also encouraging dialogue that challenges cross-cultural stigmas and stereotypes. We believe open access is an important step in building trust, increasing participation, and creating meaningful connections across communities. After badminton, we'll enjoy Talihalli's sauna and maybe go to a local restaurant to grab some lunch after the game. Warm welcome! 📞 Questions / Contact: Alaa – 040 5656096 Arun - 050 3206169 If you want to be part of the MIITTI community, follow us on our other platforms: WhatsApp: Join our Whatsapp community network to join your favourite group and stay connected with the other members! When you participate in one of our groups or events, just ask the group facilitator to add you to the community! [Instagram](https://www.instagram.com/miitti1) [Facebook](https://www.facebook.com/miitti1) [Website](https://lapinlahdenlahde.fi/en/projekti/miitti)

Welcome to join our Ren Xue Yuan Gong practice with Ren Xue Finland at Lapinlahden Lähde! The practice is simple but yet practical and powerful. It is easy to learn and will help you: -gain energy, feel less tired and stressed -more mental clarity, easier to concentrate -boost your immune system Time: Sundays 15:30 - 17:00 WHERE: Tallipääty, MIITTI office Lapinlahden Lähde Lapinlahdenpolku 8 00180 Helsinki NOTE: occasionally, the lesson will be held in Wanha labra (through Kahvila Lähde, above the stairs of the auditorium) About REN XUE Ren Xue is a comprehensive system for uplifting human life. It includes a unique form of Qigong (Yuan Qigong); three foundational theories (Theory of Qi, Theory of Consciousness, Theory of Totality) and a large body of teachings. It was created by world-renowned teacher and healer Yuan Tze who continues to offer online and in-person events worldwide. Ren Xue combines ancient Chinese wisdom traditions with modern insights into health and well-being. The goal of Ren Xue is to help individuals improve their physical, emotional, and mental health through a holistic approach that emphasizes the connection between the mind, body, and spirit. REN XUE FINLAND Ren Xue Finland (RXF) is the Finnish branch of the global movement, an organization dedicated to the promotion and teaching of Ren Xue and its associated practices, including Yuan Gong and Yuan Ming Medicine. It provides easy entry into the Ren Xue system through local in-person sessions, online courses and workshops/retreats. Other learning methods can be found here: Ren Xue TV, a YouTube channel and Learn Ren Xue website. More about Ren Xue: [https://www.renxueinternational.org](https://l.facebook.com/l.php?u=https%3A%2F%2Fwww.renxueinternational.org%2F%3Ffbclid%3DIwZXh0bgNhZW0CMTAAAR06uJQRSC7BE3zhPePQ7X_KO7WXa60cr7NK25KdOqfbSIHpYqBLO3dYgVM_aem_alDR7a6KhbNhG3u9NhCUVA&h=AT18asmYaRkvHCJemaC7rr9GVu579uflDCg7T6mLNodWdtMVhuxwFhIyz0p5ONeJbm3WQ3ZGIwONIa0_pDvih4t9BCCJUBkjhK4BdIMEl4aQ_qPzR5ykW-aiOndhYDPeAW9_2_eWZaMsv889HKbp8_c&__tn__=q&c%5B0%5D=AT35KTjVjr2kCnYHrXXjXPxEGFK-RFbZnFVdDmWrTe5WwbSZZ5ulNxFEjPPhejS8Pf4xetwkU1hhM1P2K_ABugpnXL6w-CKE25ARXwtLSexv-4fPJ4s2_Kcqgj3g2XWjCVkPPgcjwrPoNWOvdKa2f1VqyVa-2kcTojodTS3wn9zrnRjZLcG7)/

Join us on **Fridays, 18:00 - 19:30** at **Lapinlahden Lähde** for a free session where we’ll explore the topic of the week. **After 19:30**, you're welcome to hang out with us. Depending on what the group decides, we sometimes: \- stay in\, enjoy tea and cookies and play board games \- go out for dinner or order food\, feel free to bring your meal \- Just engage in deep conversations ✅ Your **RSVP counts as your registration**, we expect you to **honour it**. 🤝 All conversations are confidential. What’s shared, stays in the group. 🌿 Small group, big heart: Everyone gets a chance to share. 🧘‍♀️ Come comfy, come curious. 💧 Bring water. Skip heavy meals & caffeine. 📍 **Tallipääty, Lapinlahdenpolku 8, Helsinki** (Through the gate, first door on the left!) **Kind reminder:** Last-minute cancellations or no-shows mean others miss out. To keep it fair, repeated cases may result in losing the spot in future sessions. If you want to be part of the MIITTI community, follow us on our other platforms: IG: [instagram.com/miitti1](http://instagram.com/miitti1) Facebook: [facebook.com/miitti1](http://facebook.com/miitti1) Web: [lapinlahdenlahde.fi/projekti/miitti](http://lapinlahdenlahde.fi/projekti/miitti) Whatsapp: Join our Whatsapp community network to join your favourite group and stay connected with the other members! When you participate in one of our groups or events, just ask the group facilitator to add you to the community!

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.

## 🤝 Host Information A co-hosted event by ProductTank Columbus & Women in Product Columbus 💡 About the Workshop AI adoption is stalling across organizations — not because of a lack of motivation or tools, but because it's fundamentally a behavior design challenge. This hands-on workshop applies proven Behavior Design models and methods to help you move from a vague organizational wish to boost AI adoption to 3-5 concrete, testable interventions you can act on starting tomorrow. Whether you're a product manager, on a product team, or just someone trying to get AI to actually stick at work, you'll leave with a clear picture of what's worth focusing on, what to ignore, and how to drive real, sustained adoption — no guesswork required. 🛠️ What to Bring Laptop: Fully charged and ready to go. AI Assistant: Have your favorite AI assistant pulled up. (Dom will be using Claude, but feel free to use whichever assistant you prefer!) 🍕 Logistics & Perks Food & Drink: Pizza and drinks provided! Parking: Plenty of free spaces available on-site. ###

Topic to be announced. **THANK YOU** *Franklin University* for hosting our meetup! To learn more about *Franklin University*, please visit their website: https://www.franklin.edu/ **DIRECTIONS** Franklin University Fisher Hall 300 E. Main St, Columbus, OH 43215 Map: https://maps.app.goo.gl/jxjBA2hUmS5qrvhq8 Parking is FREE! Please park in Lot C in front of Fisher Hall. See attached map. NOTE: Map the address only. When mapping with Google Maps it may use the Fisher Hall at OSU, which is NOT correct. **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

**The Behavior Gap: Where Products Win or Lose** Teams today have more data than ever, and yet many still struggle to understand why customers adopt, engage with, or abandon their products. Teams sprint, ship faster, and chase more signals… all while metrics stall and confidence drops. The missing piece isn’t more data. It’s often the behavioral insight between the metrics, explaining why the numbers move in the first place. Dashboards can tell you what customers did, but understanding why they did it (and how to influence what they do next) requires a deeper blend of insights. This session is about closing that gap. Drawing from real-world experience designing and scaling products as [ZoCo Design](https://zocodesign.com/)’s CEO, [Lacey](https://www.linkedin.com/in/laceypicazo/) will share how to cut through the noise and identify the insights that actually change behavior—moving people, and moving metrics. You’ll learn: * Why understanding customer behavior is a quant and qual challenge * How to spot the signals that actually predict behavior change * Where AI accelerates insight, and where it creates distraction * How to get meaningfully closer to customers, without adding more tools This talk reframes how to evaluate performance and identify what levers actually improve it, helping your team to make smarter bets with greater confidence. Every meaningful outcome is driven by behavior change. And when you know how to design for behavior, you stop guessing, and start building things that work. **About Our Speaker** [Lacey Picazo](https://www.linkedin.com/in/laceypicazo/) is the Founder and CEO of ZoCo, a healthcare product studio that turns complex, high-stakes ideas into products that drive real-world adoption. She partners with healthcare organizations to uncover critical care delivery insights, focus product strategy through behavior design, and build solutions that patients and providers actually use. 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)

If you enjoy knitting, crocheting, working with yarn, this is the group for you. Meet new friends, bring your projects, learn from others.
We normally meet a few times a month during the week from 6-8pm. We will occasionally meet on weekends during daytime hours.