MapReduce

**Haluatko oppia puhumaan selkeämmin, itsevarmemmin – ja vähän vähemmällä jännityksellä?** **Stadin Sanasepät** on suomenkielinen puhe- ja esiintymistaitojen treenikenttä, jossa opitaan puhumalla – ei istumalla passiivisena luennoilla. Meillä esiintytään, mokaillaan, pitchataan ja kehitytään turvallisessa ja kannustavassa ilmapiirissä. Tämä on hyvä paikka, jos haluat esimerkiksi: – saada itsevarmuutta esiintymiseen – sanoittaa omaa ajatustasi napakammin – treenata tulevaa työpaikan esitystä varten – kehittyä palautteen antajana (ja vastaanottajana!) – tai vaan oppia puhumaan ihmisille niin, että ne kuuntelee Saat oman mentorin, pääsyn kansainväliseen Toastmasters-materiaaliin – ja ennen kaikkea porukan, joka tsemppaa ja kulkee mukana. Vieraileminen on maksutonta eikä ennakkoilmoittautumista tarvita. Tule testaamaan, miltä tuntuu puhua yleisön edessä. Ei tarvitse olla valmis – kunhan haluat oppia.

¡Bienvenidos al curso gratuito de meditación Sahaja Yoga en español! Sahaja Yoga es una práctica de meditación que nos permite alcanzar un estado de equilibrio general, tanto a nivel físico como emocional y espiritual. El objetivo central es alcanzar y mantener el estado de conciencia sin pensamientos o silencio mental. Con práctica regular de meditación podemos establecer este estado en nuestro interior. No es necesario llevar nada al curso y puedes vestirte de ropa normal. Después de la clase podemos tomar té y hay tiempo para preguntas y conversación. Este video te ayuda a llegar al centro de Sahaja Yoga de Kamppi: https://vimeo.com/199566137 ¡Bienvenidos! Más información sobre Sahaja Yoga: www.sahajayoga.es

Letting go can feel either like giving up or like standing quietly in place — and the difference matters. This session looks at how these two states are lived in the body and mind, and how recognizing the difference can restore a sense of steadiness and self-respect. 𝐄𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 𝐭𝐡𝐞 𝐏𝐨𝐰𝐞𝐫𝐟𝐮𝐥 𝐄𝐧𝐞𝐫𝐠𝐲 𝐨𝐟 𝐆𝐫𝐨𝐮𝐩 𝐌𝐞𝐝𝐢𝐭𝐚𝐭𝐢𝐨𝐧 Join a weekly Zen meditation class where you can slow down, reconnect with your inner peace and train your mind to be present. You will receive practical teachings, personal guidance and the opportunity to meditate in a group. Each session explores a new topic offering a space to reflect, deepen self-understanding and cultivate mindfulness, clarity and balance—both in meditation and in daily life. 𝐂𝐨𝐦𝐞 𝐀𝐬 𝐘𝐨𝐮 𝐀𝐫𝐞 Beginners will receive an introduction to meditation, while experienced practitioners can refine their practice and explore new insights. 𝐒𝐜𝐡𝐞𝐝𝐮𝐥𝐞 • 50' tea and teachings • 2 x 25' meditation & 10' walking meditation • Private guidance (during the meditation time, optional) • Tea and socialising (optional) 𝐂𝐨𝐧𝐭𝐫𝐢𝐛𝐮𝐭𝐢𝐨𝐧𝐬: ✅ Single Session: €17 (Newcomers: €7) ✅ 4 Sessions: €60 (€15/session) ✅ 8 Sessions: €100 (€12.5/session) 🌿 Guidance & Practice Package: €110 - includes 4 meditation sessions and a private counselling session with Julia 🎓 Students, pensioners, and unemployed: €7/ session. 𝐑𝐞𝐠𝐢𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧: https://forms.gle/hfo8fRpyfaonyCMQ8 𝐍𝐎𝐓𝐄: We deeply understand the value of practising in a group and under the guidance of teachers and wish for everyone to have this opportunity. If financial constraints are a concern, please reach out at 045 168 7796 so we can support you. 𝐖𝐞 𝐠𝐞𝐭 𝐟𝐮𝐥𝐥𝐲 𝐛𝐨𝐨𝐤𝐞𝐝 𝐪𝐮𝐢𝐜𝐤𝐥𝐲 𝐬𝐨 𝐢𝐟 𝐲𝐨𝐮 𝐰𝐢𝐬𝐡 𝐭𝐨 𝐟𝐢𝐧𝐝 𝐚 𝐩𝐥𝐚𝐜𝐞, 𝐰𝐞 𝐬𝐮𝐠𝐠𝐞𝐬𝐭 𝐫𝐞𝐠𝐢𝐬𝐭𝐞𝐫𝐢𝐧𝐠 𝐚𝐬 𝐬𝐨𝐨𝐧 𝐚𝐬 𝐩𝐨𝐬𝐬𝐢𝐛𝐥𝐞. With loving-kindness, Tyyniminä Community

Join the largest collaborative AWS experience onsite in Helsinki, Finland! A unique hybrid event with a custom GameDay built exclusively for our European communities. Sponsored by Cloud2 AWS GameDay is a team-based challenge where participants solve real-world AWS problems in a risk-free environment. For the first time ever, the AWS Community is hosting an AWS GameDay! With over 40+ communities across Europe, we will spend the evening learning about AWS in a gamified setting. **📅 Event Details** **When:** 17th of March **Doors open: 17:30 (make sure to arrive at 18:45 at the latest)** **GameDay start: 18:30** **Where:** Cloud2 Offices, Insinöörinkatu 12, Helsinki An AWS GameDay is an adventure where we follow the story of a company hosting their solution on AWS, and certain problems arise. As a team, you are tasked with resolving them to the best of your ability. It's a fun, engaging, and hands-on way to learn more about AWS and network with our community. The game is played on teams of 2-4 people. You can join an existing team or come in as a free agent, and we will make sure to pair you up with a team. **Please be advised that you will need to bring your own laptop to be able to participate!** We will be hosted by Cloud2 and they will make sure we have something to eat and drink during our evening together. 🎟️ **RSVP** There are a limited number of seats, so please keep your RSVP up to date so that if you can't make it, someone else will have the opportunity to join us.

Ven a Finlandia Toastmasters a practicar y aprender habilidades de presentación 🗣️, storytelling 🎬y pitching 🎤. Estos son pilares fundamentales para tener éxito en el mundo laboral de hoy. El programa de cada reunión incluye discursos y presentaciones, retroalimentación (feedback), improvisaciones y, como si fuera poco, la vas a pasar muy bien 😄. ¡Bienvenidos a conocernos! 🤝 Nos vemos este miércoles 18 de marzo en **la Biblioteca Oodi, Sala grupal 1 (segundo piso).** Finlandia Toastmasters es parte de la red Toastmasters International.

We're excited to announce that the next PyData Helsinki meetup will be hosted by **Elisa** on Thursday, 19 March 2026! **Important:** Because of venue security requirements, we have to ask you to provide your real name that staff can verify from an ID card on you. Here's the night's lineup: * 17:00 Doors open * 17:30 **PyData Helsinki intro** * 17:35 [Nina Marila](https://www.linkedin.com/in/nina-marila/): **Data & AI at Elisa** * 17:55 [Esko Heinonen](https://www.linkedin.com/in/esko-heinonen/): **Optimization problems in electricity markets** * 18:25 Break 🍕 * 19:00 **PyData Helsinki Quiz** 🔮 * 19:20 [Eero Lihavainen](https://www.linkedin.com/in/eero-lihavainen-b1606a121/): **How fast can you read data from Delta Lake without a cluster?** * 19:50 [Udit Asopa](https://www.linkedin.com/in/uditasopa/): **⚡️ Goodbye argparse, Hello Typer** * 20:00 [Sardana Ivanova](https://sardana.codes/): **⚡️ Teaching AI to Write Poetry in Three Languages: Fine-Tuning mBART for a Museum Exhibit** * 20:10 End of programme / networking

Finland Azure User Group is hosting **a free Azure learning event** at the Microsoft House in Espoo! Everyone is welcome regardless of your level of expertise in Azure, and our talks range from levels 100 to 300. We have an all-star cast of speakers across different areas of Azure specializations! You won't want to miss this! **Agenda:** • **12:00-12:35** Opening ([Sakari Nahi](https://www.linkedin.com/in/sakarinahi/)) • **12:40-13:15** Data ([Vesa Tikkanen](https://www.linkedin.com/in/vesatikkanen/)) • **13:25-14:00** App ([Jouni Heikniemi](https://www.linkedin.com/in/jouniheikniemi/)) • **14:00-14:30** Break & Snacks • **14:30-15:05** Infra ([Jukka Koskelin](https://www.linkedin.com/in/jukka-koskelin/)) • **15:15-15:50** Security ([Jussi Roine](https://www.linkedin.com/in/jroine/)) • **15:50-16:30** Q&A Panel

Full Circle is a community of practice where mental health and wellbeing professionals come together to learn, share, and grow. ​If you’re a mental health or wellbeing practitioner who thrives on shared wisdom and community, Full Circle offers a space where you can connect, grow, and bring fresh insights back into your client work. ​**Full Circle is for professionals who work with clients in mental health or wellbeing** (e.g. psychotherapists, counsellors, art therapists, coaches, and others integrating mind–body approaches) . ​A community of practice is a space where we come together as professionals to share our experiences, challenges, and insights, not to be taught, but to learn from each other. Full Circle is about connection, not workshops. It’s a circle of peers, not a classroom. ​**By registering for this event, you agree to stand by our shared principles:** * ​Confidentiality: What is shared in the circle stays in the circle. * ​Presence: We give our full attention to each other, listening deeply. * ​Respect: Every voice matters; we value different perspectives and approaches. * ​Curiosity: We come to explore, not to give definitive answers. * ​Contribution: Everyone is encouraged to share practices, cases, and reflections. * ​Commitment: We show up consistently, knowing the community grows through regular participation. ​**How our gatherings work**: ​We gather **once a month** in person, and every time we move through the same process: * ​*Check-in*: We begin by going around the circle, with each person sharing what’s present for them in the moment. * ​*Shared practice*: One member of the community leads the group through a method, exercise, or embodied practice from their own field. Everyone experiences it first-hand. * ​*Integration dialogue*: Together, we explore what the practice brought up and how it might be woven into our client work. * ​*Check-out*: Each person shares one insight they will carry with them.

Detailed topic, place and speakers TBD. Contact organizers if you wanto to speak, host or offer snacks. Possible topics for those eager to speak for example: • Introducing your API & telling your API story • APIOps Cycles methods - experiences & feedback • Automating API Design • API Audit of a specific API • OpenAPI live specification of an API • Organizing hackathon • Marketing and monetizing your API • Open data & APIs

Hello sporty population! Let's gather around and play some badminton together with people from around the world! IMPORTANT! Spots are limited, so make sure you reserver yours! If you are not registered on the list, you will be kindly asked to leave; this is to ensure fair access for everyone! **If you marked going and do not come, or you did not cancel your spot on time (1 day before), you will be suspended from participating for the next two sessions.** We will play in Talihalli Huopalahti from 11.00-12.30 Court numbers are 9, 10 and 11; you can come directly to the courts or meet us at the entrance a bit before 11.00. Please keep in mind that if you go directly to the courts, **do not enter them before our time starts!** MIITTI welcomes everyone to its events regardless of background or gender. You don't have to have any skills at all to come and play with us, and if you do, please come and coach us! Age limit: 16+ Event is free, but please bring your rackets and indoor shoes, or you can rent (racket) from the hall for 4€ each. After badminton, we'll enjoy Talihalli's sauna and maybe go to a local restaurant to grab some lunch after the game. Warm welcome! For questions and more information, please contact Alaa 040 5656096 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)

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

Jimmy V's Grill & Pub in Grandview Heights. You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant.

Want to be a speaker? submit your talk to our Call for Presenters!!! https://sessionize.com/cbus-hug-2026/

Jimmy V's Grill & Pub in Grandview Heights. We meet in the bar in the room on the right (the cigar shop). You are responsible for your own meal/drinks. We usually don't have any agenda other than eat, drink and talk. :) If the weather is nice we will be on the back patio, otherwise we are in the cigar room. This group has been meeting every Tuesday evening for over a decade. Many attendees do not RSVP on meetup. Please don't let the small number here discourage you. Anyone/everyone is welcome to come. We'd love to have you join us. COTA bus #5 comes to W. 5th and Wyandotte Rd. And it's a minute walk to the restaurant. *** Did you know that there are atheists everywhere?!?! You may not know it, but we are! We're in your schools, diners, police force, military, government, and some are even still in your churches! So come and join us and meet other local atheists, along with agnostics, heathens, humanists, skeptics, and anyone else who's 'hell bound'! Vision: a Central Ohio that accepts atheism as a viable alternative in all areas of public and private life. Mission: grow, support, and provide community for atheists in Central Ohio. Social meetings held most Tuesdays at a local pub/restaurant at 7:00 PM (and often into the wee hours). Attendees call themselves agnostics, skeptics, humanists, non-theists, deists or even theists. All attendees are welcome but should support our vision. Atheists of Columbus (AoC) is part of Omnipresent Atheists (OA). AoC members are invited to join this OA meetup and/or OA Facebook group ( https://www.facebook.com/groups/omnipresentatheists/ ) but are free to continue conversations on the AoC Facebook group ( https://www.facebook.com/groups/columbusatheists/ ). AoC was founded in 2012 as a networking, social group for Central Ohio area humanists, skeptics, atheists, agnostics, nonbelievers, freethinkers, and the curious. It was a member of Columbus CoR and held weekly meetings, mostly on Fridays, for several years but then operated as an online only group for some time. In November 2018, Omnipresent Atheists (OA), a group that routinely meets on Tuesdays, invited AoC to merge. Omnipresent Atheists is a member of the Columbus Coalition of Reason (ColumbusCoR.org). Omnipresent Atheists is a member of the Columbus Coalition of Reason ( http://www.ColumbusCoR.org ). Omnipresent Atheists endorses the mission of the Secular Coalition for America ( http://secular.org ).

**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: Type Annotations with John Cassidy 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

This is an in-person meeting. At this meeting you will get answers to depression and anxiety. Find out the source of them and how to get rid of them. Did you know that unwanted emotions like anxiety, depression, unhappiness, loneliness, hopelessness, anger, fear, or feelings of irritation don’t just fall on you for no reason. They are not random occurrences that simply happen to people's minds. They are definitely not due to a chemical imbalance in your brain from some nebulous chemical reaction "by chance". Your negative emotions are the symptoms of the painful experiences that you have which are not healed, and which are still affecting you. The effects of these painful experiences are exacerbated by the pressures or difficulties of the other problems in your life. Come to our Meetup, where we can introduce you to some of the knowledge, tools and techniques of the breakthroughs in the field of the mind that we can apply to this ever important area of life. Be sure to click on the red "Attend" button below to come to this local event. We look forward to seeing you there. This group is created by the Hubbard Dianetics Foundation of Central Ohio and Church of Scientology of Central Ohio.

Builders, creators, architects, admins, consultants - come one, come all. This one's for you. We're bringing a little friendly competition to the Columbus ServiceNow community while highlighting the cool things people have built on the platform. Five presenters will take the stage to showcase something they've built, solved, designed, or imagined on the ServiceNow platform - and a panel of judges (plus YOU, our amazing audience) will score them live. So basically, America's Got Talent but make it ServiceNow's Got Talent. Bring a notepad if you'd like 'cause you'll definitely be learning something new. Each presenter gets 10 minutes max to wow the crowd with: • A demo • A real-world business solution • A bold idea • A UX transformation • Or a creative use of the platform Judging Criteria: 🏆 Business Value 🚀 Innovation ✨ User Experience This event is about celebrating ideas, sharing knowledge, and showing how ServiceNow can drive both business impact and meaningful user value. Come learn. Come support. Come get inspired. Refreshments and bites will be provided. And maybe next time… you’ll be on stage.