Data Analytics

Welcome to the **Vibe Design Hackathon**, hosted by **JCI Finland** and **MOW** in Helsinki! **Who is this event for?** This event is for all design-minded people - but you don’t need to be a designer to join. We’ll explore how AI tools can be used as part of the design process, and we encourage you to try out tools and workflows that are new to you. The goal is to learn and network as much as it is to build. We’ll work in small teams formed on-site. You can propose an idea (please think in advance), and we’ll select a set of ideas to build together at the start of the evening. Try to frame your idea as a **micro-SaaS / digital product** — something a small team could prototype and potentially turn into a lightweight product in two hours. **What to bring** * A working laptop * Any AI tool access/licenses you want to use * A flexible attitude and team spirit **We offer** * Workspace, Wi-Fi, and facilitation * Snacks & drinks **Schedule** 17:00 Doors open 17:15 Opening words (HNKK & MOW) 17:30 Selecting ideas + forming teams 17:45 Vibe design starts 18:45 Halfway checkpoint 19:45 Pitching results 20:00 Winners / shout-outs Later Afterparty at Kalle Limited to 30 participants — sign up early to secure your spot! **About us** Vibe Coding Finland is a community for developers, designers, business professionals and tech enthusiasts who love to vibe code, learn, and connect in a relaxed and inspiring atmosphere. Whether you’re a seasoned professional or just starting your coding journey, you’ll find good company, meaningful discussions, and hands-on sessions to boost your skills and creativity. Our meetups feature a mix of talks, coding sessions, project showcases, and networking — all centered around building great vibes and a supportive tech community in Finland.

Tervetuloa **PowerUp! Live Meetup** tapahtumaan kuulemaan Power Platform -aiheisia esityksiä ja verkostoitumaan. Tapahtuman mahdollistaa [Fellowmind](https://www.fellowmind.com/fi-fi/) ja se järjestetään Helsingissä osoitteessa Takkatie 1, 00370 Helsinki. Rekisteröidy tapahtumaan ja muista kutsua kaverisi myös mukaan. Tapahtumassa on tarjolla mielenkiintoisia esityksiä ja keskustelua Power Platformiin liittyen. **Aikataulu (16:10 - 20:00)** 16:30 - 17:00 - Ovet auki 17:00 - 17:05 - PowerUp! intro 17:05 - 17:20 - Tervetulo-sanat **Fellowmindilta** 17.30 - 18.00 - **Sessio:** User defined functions: Yksi funktio, monta käyttöä, **Hilla Mäntyomena** 18.20 - 18.50 - **Sessio:** Mitä Microsoft Agent 365 tarkoittaa Power Platform -ylläpitäjälle?, **Mikko Koskinen,** Forward Forever 19.00 - 19.30 - **Sessio**: Power Platform + AI käytännössä: agentit Teamsissa ja täsmäytysautomaatio ostoon, **Miika Tekoniemi**, Fellowmind 19:30 - 20:00 - Verkostoitumista ja avointa keskustelua **User defined functions: Yksi funktio, monta käyttöä** Hilla Mäntyomena, Sulava Onko Power Apps -sovelluksesi täynnä toistuvaa logiikkaa eri kontrolleissa? User Defined Functions tarjoaa siistin ratkaisun. ——————————————————— **Mitä Microsoft Agent 365 tarkoittaa Power Platform -ylläpitäjälle?** Mikko Koskinen, Forward Forever Microsoft tuo agenttien hallintaan uuden kontrollitason: Agent 365, Entra Agent ID ja Azure AI Foundryn control plane muuttavat sitä, miten AI-agentteja tunnistetaan, hallitaan ja suojataan koko tenantin laajuisesti. Power Platform -ylläpitäjät ovat tottuneet hallitsemaan Copilot Studio -agentteja ympäristöstrategian, DLP-käytäntöjen ja roolien avulla. Uudet agenttikontrollit laajentavat näkökulmaa merkittävästi: agentit eivät ole enää vain Power Platformin sisäisiä kohteita, vaan organisaationlaajuisia identiteettejä ja toimijoita, jotka näkyvät Entra ID:ssä, Purview’ssa, Defenderissä ja Azure Foundryssa. Tässä sessiossa käydään läpi Microsoft Agent 365 -konseptin keskeiset ominaisuudet ja se, mitä ne tarkoittavat käytännössä erityisesti Power Platform -hallinnasta vastaaville henkilöille. Sessiossa puretaan konkreettisesti: * Miten Agent 365 toimii keskitettynä agenttirekisterinä ja näkyvyytenä koko organisaation agentteihin * Mitä Entra Agent ID tarkoittaa agenttien identiteetin, omistajuuden ja elinkaaren hallinnassa * Mitä Power Platform -hallinnassa tulee ymmärtää Azure AI Foundry Control Planesta ja hybridien low-code / pro-code -agenttien hallinnasta * Miten nykyisiä prosesseja (onboarding, hyväksyntä, valvonta, incident response, poistaminen) tulee päivittää agenttien skaalautuessa * Miten Purview ja Defender laajentavat data- ja tietoturvakontrolleja agenttien toimintaan Esityksen jälkeen ymmärrät paremmin, miksi perinteinen Power Platform -governance ei enää yksin riitä ja mitä konkreettisia muutoksia omaan hallintamalliin on syytä tehdä agenttien yleistyessä. \*\*\* Haluatko puhujaksi PowerUp! Meetup tapahtumaan? Kerro siitä meille: [PowerUp! Meetup (Finland): Call for Speakers @ Sessionize.com](https://sessionize.com/powerup-meetup-finland/) \*\*\* Welcome to this PowerUp! Live Meetup event, which this time powered by **Fellowmind**. Register for the event and remember to invite your friends too. There will be interesting sessions and discussions related to Power Platform. **Sessions are held in Finnish by default.**

**Join us for CGI’s Women’s Day Afternoon Tea Party, exclusively for the inspiring Women4Cyber Finland Community!** **We’ve prepared a afternoon filled with inspiration, thought-provoking discussions, and meaningful connections. Here’s why you won’t want to miss it:** Be part of the conversation. Be part of the change. Be inspired. **Let’s celebrate, connect, and support each other in shaping the future of women in cybersecurity.** This event will be held in English. **Agenda** **15:30** Doors open – light snacks, tea or coffee, and networking **16:00** Afternoon Tea & Welcome Pia Taittonen, Director Consulting Expert, CGI Finland **16:10** Quantum Security – What Do We Need to Understand Now? Juho Reivo, Senior Consultant, CGI Finland **16:30** The Art of Testing Maaret Pyhäjärvi, Director, AI-Enhanced Application Testing, CGI Finland **17:00** Menti Survey & Spoofy – Discussing the Future of Cyber Skills Pia Taittonen & Michaela Bajnoková **18.00** Ending the event **We have a no-show policy** If you are not able to participate and do not cancel, you will not be allowed to participate in upcoming events for the next six months. If you need to cancel your participation, please update your RSVP status in Meetup to "Not going" ***by the 3rd March, 2026 latest.*** **Photos and social media** Please note that pictures from the event will be shared in our social media channels. You can opt-out from being photographed at the event. **How to enroll?** The venue requires prior registration. **Click "Attend" in Meetup and answer the questions to register.** **Even if the event is full, we recommend joining the queue, as cancellations may still occur on the day of the event. So follow the queue!** Please note that Women4Cyber Finland's events are primarily for women, but we welcome everyone. If you have any questions, please feel free to contact us at events[at][women4cyberfinland.com](http://women4cyberfinland.com/)

On March 5th, Spanish heat takes over Helsinki🇪🇸🔥 Reggaeton that hits, Spanish classics you forgot you loved & more @kuyakai97 & @djthelaststand on decks. 🗓️5th of March, Thursday 📍Helsinki Nights 🕢22:00 - 04:00 🎟️ Pre-tickets live at Universe.com https://www.universe.com/events/lapala-helsinki-nights-thu-5-3-tickets-LB3NS8?utm_source=ig&utm_medium=social&utm_content=link_in_bio&fbclid=PAZXh0bgNhZW0CMTEAc3J0YwZhcHBfaWQMMjU2MjgxMDQwNTU4AAGnUPaXDW7TLIRKYgVVB0aca5g4M0OIMbjOGa3M2CUQIiDp73_XnBBmRHhqs1g_aem_LRUxjUelmn_OXE83uGJm0Q

Pay the **5 € board gaming fee** to the bar at the counter when you arrive. You must be at least 18 years old to enter [Arkade](https://www.arkade.fi/). We play in English and the game rules are taught before starting play, unless everyone is already familiar with the game. No previous experience with board gaming required. Despite our RSVP numbers here on Meetup, we almost always have at least 20 people participating weekly. The venue has a great board game library, the host and other players usually bring their own games too: our selection varies weekly. We're a very casual group so you're welcome to arrive early or late and join whatever game is starting up, there is no attendance tracking, or welcoming process. The bar has alcoholic drinks, mocktails, and soft drinks available as well as some snack foods. They've been okay with people ordering food to the bar with meal delivery services. If you are feeling sick, please stay home.

This is a relaxed, friendly gardening club where we grow things together and take care of a shared space. We’ll start indoors, planning the garden as a group and sowing seeds, then move outdoors as soon as the ground is warm enough. This is a closed group of 15 volunteers who commit to meeting once a week to garden together, decide what to harvest, and what needs cleaning up or changing. Gardening is a lovely way of being together without pressure. We can chat if we feel like it, or be quiet if that’s what the day calls for. It’s good for mental wellbeing, a chance to be side by side, connected through taking care of living things and watching them grow.

*Denim Cheers offers creative workshops designed to help you slow down, breathe, and reconnect with your creativity. Just bring your favorite denim garment from home and give it a second life through three unique techniques: embroidery, heat transfer vinyl, and studs. We believe that taking time to create, share, and recharge is the ultimate form of self-care.*

Do you feel guilty every time you eat something sweet? So join us at Vitality Experience for a unique workshop focused on healthy baking. You will learn how to bake a healthy and delicious banana bread while spending time socialising and having fun next to other girls. Also, you will have the opportunity to taste different type of teas. We are waiting for you!! 🥰

You're more than welcome to join us and meet some new friends! Let the evening unfold and people shape the course of the night 😎 Come share your best (or worst) comedic mishaps, stories, and gossip in a relaxed, conversational meetup at **Kallio Bar** (right next to Street Bar) in Hakaniemi, Helsinki. Beers from **€6.50** 🍺, wine bottles **€25** 🍾 — and there will very likely be extra discounts 😉 Later in the evening, we might head to a nightclub or karaoke together 🤗 Hope to see you there!

Warm welcome to MIITTI's Wellbeing for Women! Join us weekly in Kulttuuritila Merirasti for different activities that support your mental and physical wellbeing, while giving you opportunity to connect with others. **IMPORTANT**: Spots are limited, so please make sure to reserve yours! Wellbeing for women means honouring your body, mind, and emotions with compassion and care. These wellbeing sessions will nurture and support your relationships, and make space for rest and growth, because true wellbeing empowers you to live confidently, authentically and in balance with your own needs. WHEN & WHERE: Fridays at 10-12 Friday 6th of March we will begin with introductions and building connection and trust with each other. Kulttuuritila Merirasti Jaluspolku 3 00980 Helsinki Warm welcome! 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)

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 ✅ 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!

**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. 🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 35+ cities 📅 Running + Networking events + Community **Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats) **Stay updated**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/) Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC) Website [http://foundersrc.com/](http://foundersrc.com/)

THANK GOD IT'S FRIDAY! Welcome to pay a visit to BTCHEL HUB every Friday from 10am to 6pm, as we launch a new meetup concept: BTCHEL Fridays! BTCHEL Fridays is when the community hub has open doors for anyone to pay a visit, when the active Helsinki bitcoiner scene gathers together under one roof. The BTCHEL Hub is a versatile physical space for workshops, meetups, parties, movie nights, game nights and of course, co-working office where all the members are building together! Join us every friday at your convince! Coffee is on the house ☕️ You'll find us from google maps! Learn more about us from BTCHEL.com

**Google Analytics Alternatives** Is it finally time to make the switch away from Google Analytics? Two-and-a-half years ago Jason Packer asked this question at Columbus Web Analytics Wednesday. Since then: Google’s Universal Analytics has been sunset, we’ve changed our name to Columbus Data & Analytics Wednesday, and Jason has released two editions of his book “Google Analytics Alternatives”. Fresh off the release of the 2nd edition of his book, we thought it was time to re-open this conversation. While people love to complain about it, GA’s market share has remained relatively constant (at least in the United States). Why is that? You won’t find any complaints about GA4 in this talk, but rather an overview of what’s currently available in the market and how to frame your decision-making process. We’ll also be giving out some free copies of Jason’s book! So even if you’ve got a “GA4Lyfe” tattoo (no judgement), there’s free books to go with the free pizza and beer. 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)

Window functions have nothing to do with the Windows operating system but provide a “window” to a result set when used in SQL queries. They are powerful, set-based methods to view data in unexpected ways. Window functions provide easy, set-based solutions to solve some common problems: * Using running totals * Performing operations in intervals * Identifying data gaps and islands * Performing aggregates without losing detail Many people are confused by window functions and do not know how to use them properly. This session will explore window functions, how they work, and how to use them. Demonstrations with several examples will solidify how window functions can simplify queries and make them more powerful.

Discover Kiro, AWS’s innovative development environment that adapts to your workflow. Whether you prefer specification-driven development or a more intuitive, vibe-based approach, Kiro empowers you to build applications your way. In this session, speakers will explore Kiro’s core functionality and its evolution through re:Invent 2025, along with demonstrations of prompts used to create APIs, hooks, and steering documents. In the latter part of the session, watch as we build a complete example from scratch, showcasing Kiro’s agentic AI workflow in action for spec-driven development and vibe coding. What You'll Learn - Core Kiro concepts and development philosophy Feature evolution: pre and post re:Invent 2025 Practical examples: API creation, hooks, and steering docs Live coding demonstration with real-time problem solving Who Should Attend - Developers, solutions architects, and technical leaders interested in modern AWS development tools and AI-assisted coding workflows. **Speakers Bio:** Matthew Jorat: Matthew Jorat is a Customer Solutions Manager at AWS with nearly three decades of expertise in AI, cloud transformation, migration, modernization, IT, technology, and business. His career spans infrastructure engineer, solutions architect, security auditor, customer success director, support and services director, and operations officer. He was an early adopter of AWS services as a customer, and his current role at AWS uniquely blends his technical and business skills as he partners with executive teams to translate strategic priorities into measurable business outcomes through cloud adoption, AI implementation, and operational excellence. Matt leads end-to-end AI initiatives for enterprise customers, identifying high-impact use cases and maintaining relentless focus on measurable ROI. He holds eight AWS certifications and serves as Adjunct Professor at Franklin University teaching cloud computing and AWS architecture. His expertise encompasses GenAI, agentic AI systems, migration, modernization, and optimization strategies that drive transformation at scale. [https://www.linkedin.com/in/mattjorat/](https://www.linkedin.com/in/mattjorat/) Girish Bhatia: Girish Bhatia is a seasoned technology delivery leader with deep expertise in cross-domain program management. He holds multiple AWS certifications, including AWS Certified Solutions Architect – Associate, AWS Certified Developer – Associate, and AWS Generative AI Practitioner, and is also an AWS Community Builder. Girish brings over two decades of experience in the information technology industry. Throughout his career, Girish has led major technology-driven business transformation from modernizing on-premises applications to driving large-scale cloud migrations. His work includes API-based integration platforms, data-center and mainframe modernization, and enterprise cloud adoption initiatives. Based in Columbus, Ohio, Girish works at a tech-forward fintech company. He is passionate about AWS serverless architectures, Generative AI and emerging cloud technologies. An avid learner and builder, he continues to explore and apply the latest innovations in AWS to help organizations accelerate their digital transformation. https://www.linkedin.com/in/girishbhatia/[https://www.linkedin.com/in/girishbhatia/](https://www.linkedin.com/in/girishbhatia/) **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

**New Dojo Location!** **Draft Day Columbus** 1130 Dublin Road Columbus, OH 43215 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 topic suggestions and people interested in presenting at our monthly meetings. To this end we've set up a survey form at [https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc](https://docs.google.com/forms/d/15eBKF1nQQ2XS5gzD4rvhVRHMBEj7lJtHuA9wXupS3Uc)

**Details:** This talk reviews the fundamental academic research literature in financial economics, distilling key findings with rigor while debunking suboptimal investing decisions. It draws on decades of empirical research and statistical analysis with the aim of guiding how to think about sound investing. **Audience Takeaway:** Attendees will gain a practical, research-based approach to assessing investments, interpreting risk, and making choices that support long-term financial independence, informed by decades of published financial studies. **Zoom: This is a *hybrid* event. To attend online, join us on Zoom here at 6pm:** https://iit-edu.zoom.us/j/87434065239?pwd=mK8gkDO6FTL2NBCXrgnViDwVJU14YT.1 Meeting ID: 874 3406 5239 Passcode: 826532 **Sponsor:** **[Tegus by AlphaSense](https://www.tegus.com) will provide the meeting site, as well as pizza and soft drinks for the onsite participants.** * **Address:** 200 N. LaSalle Street. Suite 1100. Chicago, IL 60601 * **Tegus by AlphaSense's Overview:** Tegus by AlphaSense is the leading market intelligence platform for key decision makers. We power some of the world’s most well-respected institutional investors, corporations, and consultancies through the largest and most comprehensive database of primary and market information. Our products and services enable clients to discover unmatched insights and answers to the most challenging questions they face to help them make better informed decisions. We are an end-to-end investment intelligence and research platform that modernizes the research processes. With an ecosystem that combines at-cost, on-demand expert calls with a 55K+ transcript library; quantitative financial workflows that streamline research across company disclosures, management presentations, earnings calls and filings; and 4K+ fully-drivable financial models and company benchmarking data, including every KPI and comparison that matters, Tegus by AlphaSense enables investors to move faster, gather deep research and surface high-quality insights to drive better decisions. The company serves customers worldwide, including investment analysts, portfolio managers and key decision makers across public and private businesses in markets of all sizes. * **Logistics**: To access the Tegus by AlphaSense building, we require **first and last names** of those who RSVP'd by Mar 18. Attendees will then present their **IDs** when they arrive at the front desk (right when they enter the building). They will be sent up in the elevator to the 11th floor where we will be.

One of the most valuable parts of this community is the opportunity to think out loud with other product professionals. This session is built for exactly that. As we wrap up the quarter, it’s a great time to pause and reflect. What’s on track? What needs adjustment? Where could a small shift create bigger impact? Join fellow product professionals for a focused, interactive conversation designed to help you recalibrate for the next quarter. You’ll have the opportunity to share where you are, hear how others are thinking through similar challenges, and gain fresh perspective you can bring back to your team and organization. We’ll gather at 8:00AM, with discussion starting promptly at 8:15AM. 📍 First Watch - 7227 N High St Located in: The Shops at Worthington Ample parking is available. Food and beverages will be available for purchase. Start your morning with clarity and connection — we hope to see you there! ☀️

Join other experienced and aspiring agile coaches and professionals to: * develop and practice your coaching skills in a peer-to-peer environment * share current successes and challenges in your work environment and get support from each other * learn from each other, build better relationships and experiment with new ideas