Machine Learning

Join us for a live (private) session of **Mäng (offline in Zürich or online worldwide)**, a powerful self-exploration game that helps uncover hidden mental scripts and rewire the way you think, feel and act. Mäng is a modernized version of an ancient contemplative practice — reimagined as a transformational tool based on psychological insight, symbolic logic, and inner strategy. It is not therapy or coaching in the traditional sense. Instead, it’s an immersive deep-dive into the unconscious mind through metaphor and archetype with a game spirit. 💡 **How it works:** Mäng is built on four stages of real, lasting change: 1. **Discovery** – Identify limiting beliefs and internal programs 2. **Uninstallation** – Let go of outdated patterns 3. **Design** – Create new mental strategies 4. **Integration** – Embed them into your deeper awareness You’ll be guided through this process by the **Master of Mäng**, who offers structure, questions, and insight — while you remain the one making all decisions and discoveries. 🌿 **Who is this for?** * People feeling stuck or unsure of their next steps * Those tired of repeating the same emotional patterns and looking for inspiration and clarity * Anyone curious about deeper transformation without spending years on it 🧭 No prior experience needed — just bring your question or theme. 🕒 **Important:** This is a deep game. A full session lasts **4 hours**. Time slots are defined individually. Contact me directly to get an appointment. Price for newbies: 250 CHF

Liebe Filmliebhaber **15.45 Kochen** **17.15 Essen, um Freundschaften aufzubauen und zu pflegen** **19.00 Film privat anschauen** **21.15 Besprechung** Das Drehbuch stammt von Sönke Wortmann, Rochus Hahn, Regie führte Sönke Wortmann Wir freuen uns über jeden, der kommen kann und Freude am gemeinsamen Besprechen hat. **Handlung:** 1954, 9 Jahre nach dem Ende des 2. Weltkrieges, gewinnt Deutschland überraschend die Fussball-Weltmeisterschaft in der Schweiz. Ein Krieg kann nur geführt werden, wenn der Wunsch nach Zugehörigkeit und Bedeutung auf etwas Höheres ausgerichtet wird - wie eine Nationalität, eine «bessere» Kultur oder die Rettung einer abstrakten Weltsicht. Der Mensch wird missbraucht und funktionalisiert: Er unterwirft sein Leben und sein gesamtes Fühlen, Denken und Verhalten einer scheinbar guten Sache und gibt sich dabei selbst und die Mitmenschlichkeit ganz auf. Dies ist nur möglich durch eine Erziehung, in der der einzelne Mensch sich unbedeutend, ausgeliefert und weitgehend unverbunden empfinden lernt. Der einzelne Mensch hat dann nicht erlebt und glaubt nicht daran, dass er sein Leben selbst beglückend aufbauen kann - zusammen mit anderen. Er fühlt sich nur bedeutungsvoll und entwickelt Hochgefühle, wenn er zu einer höheren Aufgabe auserkoren wird. In dieser Verwirrtheit der Gefühle lässt er sich sogar auf die Schlachtbank führen und opfert voraussehbar seine Familie, Ehepartner, Kinder, Freunde, Beruf, Gesundheit oder das Leben und sein Hab und Gut. Wenn das angestrebte Höhere durch einen Krieg verloren geht, fühlt er sich gedemütigt und erniedrigt - statt vom Elend befreit. Statt der Friede an sich und das gemeinsame Leben, führte für viele Deutsche erst der Sieg in der Fussball-Weltmeisterschaft wieder zu einem Gefühl, jemand zu sein. Der Film «Das Wunder von Bern» zeigt aus deutscher Sicht die Weltmeisterschaft. Gleichzeitig erlaubt es das Drehbuch, nachzuvollziehen, was der Krieg und die 11-jährige Gefangenschaft eines Vaters für eine Familie, die Familie Lubanski, bedeutet. Die Mutter hatte sich alleine mit ihren 3 Kindern in den verelendeten Nachkriegsjahren durchgekämpft - jahrelang in der Hoffnung, dass sie sich bei ihrem Mann anlehnen und das Leben gemeinsam gestalten könnte. Als der Vater heimkommt, ist er ausgezehrt und psychisch zutiefst beeinträchtigt, voller Ängste aus dem Kriegsgeschehen. Er glaubt, alleine für die Familie zuständig werden zu müssen und alleine wieder das Geld zu verdienen, um seine Frau zu entlasten. Er versucht zudem mit Gewalt in der Familie wichtig zu werden, indem er mit Disziplin eine höhere Ordnung herstellt, in der Zuneigung und Milde nicht vorkommen. Zufällig versteht seine Frau, dass seine Erziehung und all seine unmenschlichen Erlebnisse in Krieg und Gefangenschaft ihn von den Menschen fern halten. Sie verurteilt ihn nicht dafür. Sie erklärt sogar ihren Kindern, dass ihr Vater ein Opfer dieser Kriegstreiberei und Disziplinierung ist und er sich wieder der Menschlichkeit annähern muss. So taucht in seiner Phantasie im ganzen Alltagsleben immer wieder das angsterregende Kriegsgeschehen auf und erschüttert ihn. Seine Frau versteht seine seelischen Verstümmelungen und bringt ihrem Mann einfühlsam eine neue Sicht auf das Leben nahe. Sie vertraut darauf, dass er sich verändern kann und ermöglicht ihm damit, dass er ihnen nicht fremd bleibt und in ein gefühlsverbundenes Leben eintauchen kann. Er kann innerlich mit der Zeit freudvollere Tage aufleben lassen und seine seelischen Wunden mit ihr ausheilen. Im Film ist gut nachvollziehbar, wie er nach und nach liebevoll, verständnisvoll und mitfühlend werden kann. Dies wird besonders deutlich daran, wie er sich seinem Jüngsten annähert, mit dem er die Fussballleidenschaft teilt. Symbolisch kann er seine Tränenlosigkeit überwinden, was seine Annäherung an die Mitmenschlichkeit aufzeigt. Dieselbe Botschaft vermittelt eine Schweizer Putzfrau dem Trainer der deutschen Fussballmannschaft, Sepp Hersperger, der selbst seinen Lieblings-Fussballspieler «gerechterweise» sanktionieren und von der Mannschaft ausschliessen will, weil dieser gegen die auferlegten Regeln verstossen hat. Sie plädiert entschieden für ein anderes Menschenbild: Milde statt Strafe - als Beispiel für einen gefühlsverbundenen Umgang, der auch die Disziplinierung verhindert, durch die Krieg erst möglich wird. Ein weiteres Beispiel für einen immer verständnisvolleren Umgang unter Menschen, zeigt sich anhand eines Sport-Reporters der von der Chef-Redaktor auserkoren wird, von der Weltmeisterschaft berichten zu dürfen, just zur Zeit seiner Hochzeitsreise mit seiner Frau. In berührender Weise löst das Ehepaar diese konfliktträchtige Situation auf, indem er sie um Verständnis bittet für seine Karrieremöglichkeiten. Sie als eingefleischte Anti-Fussballerin aus grossbürgerlichem Haus begleitet ihn sogar zum Proletarier-Sport nach Bern und zeigt ihm damit ihre Liebe. Genauso begeistert er sich für sie, so dass er darauf verzichtet, privilegiert mit dem Zug der Weltmeister mitzureisen, um stattdessen ihre Schwangerschaft zu feiern. Die Drehbuchschreiber Sönke Wortmann und Rochus Hahn zeigen einfühlsam und detailliert viele psychologisch entscheidende Vorgänge auf, die zu einem friedlichen und verständnisvollen Zusammenleben führen. Weitere Daten 2026 für den FIlmabend - immer am letzten Samstag des Monats: 28.3., 2026 25.4., 30.5., 27.6., 29.8., 26.9., 31.10., 28.11., 19.12.

Welcome to the Open Level Play Session. This session takes place every Saturday from 12:15 to 13:45 at the Yonex Badminton Hall Hardbrücke. The number of players on the waitlist one week in advance determines the number of courts booked. If you are on the waitlist but can no longer attend, please remove yourself as early as possible. Open to players of all skill levels. This session is for doubles with a relaxed and social focus. Ideal for casual play, improvement and meeting new players. Payment can be made via TWINT after the session.

## TAP INTO TURTLE POWER Your favorite lean mean green ninja team is out of the sewers and in Magic: The Gathering. Teenage Mutant Ninja Turtles flip onto Magic cards and use turtle power and toughness to protect the streets from Shredder and the mutants making mischief. ## Magic: The Gathering gets a quadruple dose of mutagenic mayhem as the Teenage Mutant Ninja Turtles make their debut on the battlefield! Collect, construct, and combat with an iconic roster of allies and enemies from four decades of time-tested Turtle-mania. Get the drop on Shredder's goons with the all-new sneak mechanic, then enhance your team's strength with Mutagen tokens to rise triumphant like the true heroes of New York! Prerelease is your players' first opportunity to get their hands on the newest Magic: The Gathering release and explore what the set has to offer. Prerelease Packs contain everything a player needs to build a deck and begin facing off in epic one-on-one matches. Sealed Pre-Release Event with 1 Prerelease Pack Pre-Release Kit in German (due to limited supply of English Pre-Release Kits, we can only exchange the german boosters inside of the prerelease Kits for people that don't understand german) For every Player there is 2 German Play Booster added to the price pool Doors: 10:00 Start: 11:00 Rounds: 4 Entry fee: CHF 40.- Please be here 10 - 15 mins prior, so we have enough time to register you. For the registration, you'll need the Magic Companion App, and an Account on the App (You can use your Arena Account to set it up) **Follow us on:** Facekbook: [www.facebook.com/kabooom.comicshop](https://www.google.com/url?q=http://www.facebook.com/kabooom.comicshop&sa=D&source=calendar&usd=2&usg=AOvVaw3i-NuLJrngd8LKVzkf-X5x) *Instagram:* [https://www.instagram.com/kabooom_comics/](https://www.google.com/url?q=https://www.instagram.com/kabooom_comics/&sa=D&source=calendar&usd=2&usg=AOvVaw1vS_2BJgQb5IVJhI3ulEmv) Join our Discord community: [https://discord.com/invite/XeEKXnk](https://www.google.com/url?q=https://discord.com/invite/XeEKXnk&sa=D&source=calendar&usd=2&usg=AOvVaw3BXj2MMMOgyGxsTFCr6RfC)

**⚠️ Registration needed:** [https://social-circle.ch/](https://social-circle.ch/) Looking for a place to unwind, meet your neighbors, and just be? We’re opening our doors once a month for a **Free Community Night**, and you’re invited! Think of it as a living room for the whole neighborhood—a relaxed *social circle* vibe where the conversation is easy. Whether you want to jump into a game, share a story, or just enjoy the energy of a friendly space, there’s a seat at the table for you. ✨ **How it works** When you arrive, there will be a **welcome desk** where a host will greet you and suggest who you should meet based on your profile—so you’re never left wondering where to start. Create an account on **[www.social-circle.app](www.social-circle.app)** so you can see who’s attending and help us make better introductions. Join our WhatsApp chat to keep up with the event: [https://chat.whatsapp.com/ItvtXGarmIW93Z7YYd31Tl](https://chat.whatsapp.com/ItvtXGarmIW93Z7YYd31Tl) (if you run into trouble open it in WhatsApp Web on your desktop) **Good Company:** Meet local faces in a warm, welcoming environment. **All Are Welcome:** Bring a friend, bring your family, or just bring yourself! *Meetup registration is mandatory.* Photos might be taken during the event. If you prefer not to appear in photos, please let the organizer know. ​Want more events like this? Join our WhatsApp community: [https://chat.whatsapp.com/Hmm9DZP3wzaL8cXrtAAafw](https://chat.whatsapp.com/Hmm9DZP3wzaL8cXrtAAafw)

Welcome to the Competitive Play Session. This session takes place every Saturday from 10:45 to 12:15 at the Yonex Badminton Hall Hardbrücke. The number of players on the waitlist one week in advance determines the number of courts booked. If you are on the waitlist but can no longer attend, please remove yourself as early as possible. Players are accepted into the session based on skill suitability. This session is for experienced players looking for quality games. Play is focused on doubles with a competitive mindset and consistent rallies. You should be comfortable smashing, return smashes and keeping up a moderate tempo throughout the session. New players and those who are new to badminton are welcome to join the PM Session (Open Level Play). Payment can be made via TWINT after the session.

Hi everyone! Wanna Dance into the Weekend? This Saturday we will have an energetic and fun Afrodance Workout class with Vanessa to your favourite Afrobeats, Dancehall and Brazilian tunes. No dance experience needed, easy-to-follow class and for beginners! 💃🏻 Always a great group of people coming together to enjoy the dance moves, the good vibes, music and to sweat it out together. First free class - please book your spot When and Where: Saturdays, 10:30-11:30 Location: Offdance Studio Zweierstrasse 106 8003 Zürich Big dance studio with changing rooms and showers. Please [sign up here](https://afroworkout.as.me/free-class) to reserve your free Afrodance Workout class [https://afroworkout.as.me/free-class](https://afroworkout.as.me/free-class) There will be always more people in a class than shown on Meet up. Don‘t hesitate to sign up! Contact Vanessa for any questions! 079 324 16 61 Can‘t wait! Check daily updates on [Instagram](https://www.instagram.com/afroworkout.ch?igsh=dnV2Y28yMmVna3F2&utm_source=qr) Website for more information and class info [https://www.afroworkout.ch](https://www.afroworkout.ch) Move, Dance and Stay Fit to Afrobeats!

## (Lesson 2) ## What to expect Project Equilibrium is an in-person introduction to disciplined, rule-based trading automation. This first event is designed to be clear, practical, and approachable no hype, no pressure, and no prior technical background required. ### Why we meet (two-session structure) This meetup is structured as **two lessons**: **Lesson 1 — The “Why” (mindset + framework)** * What Project Equilibrium is (and what it is not) * Why we focus on process, rules, and execution discipline * What “24/7 execution” means in practice * Q&A and open discussion **Lesson 2 — The “How” (step-by-step setup)** * A simple walkthrough of the basic tools you need * Step-by-step guidance to install and prepare the required exchange apps/accounts * A clear checklist to be ready for future sessions (You won’t be left alone—everything is explained calmly and in order.) ### What to bring To make the second lesson smooth, please bring: * **A smartphone** (for authentication and exchange app setup) * **A laptop** (for the setup steps and configuration) If you only have one device, you can still join Lesson 1. The setup lesson is simply easier with both. ### Who this is for * People curious about algorithmic execution and portfolio discipline * Beginners who want a structured approach * Experienced traders who want more consistency and less stress ### Agenda * Welcome + introductions * Lesson focus of the day (Why / How) * Guided walkthrough (where applicable) * Q&A + next steps ### How to find the group * Arrive a few minutes early and look for the **Project Equilibrium** group. * I will be there to welcome attendees if you’re unsure, simply ask the venue staff for the Meetup group name.

Hello everyone, A two-hour slot has opened up tomorrow morning at Beachhalle Nord in Zurich. Early birds, feel free to join! If there are only three of us, we’ll do drills or work on serves and setting. If we are four or more, we’ll be able to play matches. Let's meet at the Raiffeisen court. This event is aimed at everyone that has never played before or a long time ago and is not sure to be able to pass the ball properly over the net or to someone. If you think you're comfortable playing, I invite you to join the advanced events of Marius: https://www.meetup.com/meetup-group-avsypajv/. **Tips:** \- Bring a water bottle **A few practical details and participation conditions:** \- A small contribution is required for court rental and other organisational expenses\, please pay before the event via TWINT at \+41784053495 by **writing your name and date of the event** or cash the day of the event. \- Please only sign up through Meetup for an easier organisation \- Please cancel at least 5 hours in advance if you can’t make it\, so others can sign up or I can reschedule the session \- If you don't cancel and do not show\, please cover your share to keep it fair for everyone\. **!No shows!** Lately, there has been quite some no-shows. Therefore, I remind you to please sign out before the event if you're not sure to come. So that people in the waiting list can join instead. The court is not free, any no-show means wasted cost. In case of two no-shows, I have no choice but to impeach you from signing up again by excluding you from the group 😣 **How to reach the court:** 1\. Enter the main building\. The wardrobe will be on your left\. 2\. Cross the main building and go out again\. 3\. Go around the building in front of you by turning left\. You will see the tennis courts on your left\. The entrance is slightly hidden on the right\. 4\. Leave your shoes and belongings in the boxes at the entrance\. If you want to join the Whatsapp group for any updates, events and other activities, let me know after the event 😊

**⚠️ Ticket needed:** [https://social-circle.ch/](https://social-circle.ch/) **Unplug & Create: Digital Detox Café at Paint it Easy** Take a break from screens and reconnect with yourself and others at our Digital Detox event in Zürich’s most inviting creative space, Paint it Easy. We’ll kick off the evening with a relaxed atmosphere, setting the tone for a mindful and inspiring night. Join our craft group: [https://chat.whatsapp.com/JPIASNUJGwD23UUweSe0s3](https://chat.whatsapp.com/JPIASNUJGwD23UUweSe0s3) Choose your path for the evening (workshops are first come, first served): **Connection, Play, Learn** **Workshop:** Reducing your screen time ✨ **Want to continue your digital detox after the event?** For those who feel inspired to go deeper, you’ll have the option to join a **30-Day Unplug Challenge** A gentle, playful program with small weekly offline challenges, reflection prompts, and an accountability buddy — designed to help you reduce screen time and build healthier habits, without going extreme. Details will be shared during the event **Deep Talk with Question Cards:** Dive into meaningful conversations and connect with fellow participants on a deeper level. **Boardgames:** Just for fun or to meet new people. **Creative Activities:** * **Drawing** (included) * **Canvas Painting** (CHF 10/hour + canvas, e.g., 30x40 cm: CHF 9) * **Pottery Painting** (CHF 20–45 per piece) * **Jewellery Making with Beads** (CHF 10/hour + materials, avg. CHF 20–30) * **Linocut Printmaking** (CHF 25–35 per piece) **Location:** Paint it Easy, Zürich **Early Bird Ticket:** CHF 15 (standard CHF 18) **Includes :** Welcome drink\*, drawing material, notebook, games, workshop **Doesn't include** : optional creative activity fees (depending on your choice) \*Warm drink, homemade iced tea, or lemonade Want more events like this? Join our community! [https://chat.whatsapp.com/Hmm9DZP3wzaL8cXrtAAafw](https://chat.whatsapp.com/Hmm9DZP3wzaL8cXrtAAafw) No experience needed—just bring your curiosity and an open mind! Whether you're painting, reflecting, or connecting, this is your space to recharge, express, and enjoy. Please note that pictures might be taken and used, if you don't want to be on them please let the host know. Tickets are not refundable. #digitaldetox

Playing Beachvolley at Beachhalle Zürich Nord. We play 3vs3 or 2vs2 Please pay 18Chf via Twint to +41791231674. Please write the name and the date of the event, so i know who paid. Its for renting the field and for organising.

Ohne Vorkenntnisse / Solo-Anmeldung möglich Kursstart: Sonntag 01. März 2026 Kursdauer: 01. März - 12. April 26 (6 MAL) Kurszeit: 17:30 - 19h Leitung: Cathrin & Elior Kurskosten pro Person: CHF 180.- / 9h Anmeldung unter: [https://salsarica.ch/kurse/bachata-kizomba.html](https://salsarica.ch/kurse/bachata-kizomba.html?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBEwYUtJTHdWekhnWnViZGJ3QnNydGMGYXBwX2lkEDIyMjAzOTE3ODgyMDA4OTIAAR7EkyDD8-VB_n5_50dBgEtB8SKqxKnRyqqyeFIloAmi2Zsy-ewHTqTdehheDg_aem_vYwcPKLplVlRpiBISt_nEw) Wir freuen uns auf euch! Ergänzende Infos: Möchtest du in die leidenschaftliche Welt des Bachata eintauchen? Dieser Kurs lädt dich ein, die romantische und sinnliche Seite des Tanzes kennenzulernen – ganz ohne Vorkenntnisse! Gemeinsam entdecken wir die Grundschritte, fließende Bewegungen und den Ausdruck, der Bachata so besonders macht. Du brauchst keinen Partner – Soloanmeldung ist möglich, und wir sorgen für eine angenehme, offene Atmosphäre, in der du dich wohlfühlst und Spaß hast. Lass dich von der Musik mitreißen, entwickle ein Gefühl für Rhythmus und lerne, deine Emotionen durch Tanz zu zeigen. Dieser Workshop ist perfekt für alle, die den Tanz der Liebe entdecken möchten – egal, ob du Anfänger bist oder einfach nur Spaß an sinnlicher Bewegung hast

**IMAGINE THIS** **Intense black ink staining the paper and you read: CREATIO** This word refers to the act of bringing something into existence. **To create!!** ✒️ **That is WHAT WE DO** You’ll create your unique composition using: **WATERCOLORS, GOTHIC CALLIGRAPHY and GOLDEN LEAF.** We explore the rich world of ILLUMINATED MANUSCRIPTS (medieval Christian books from 1300–1500 AD). These books were decorated with symbolic motifs showing mainly FLOWERS, ANIMALS and GROTESQUES or HYBRID CREATURES. Usually written in Latin contained prayers, astrological signs, calendar and descriptive scenes. ✒️ **WHAT IS INCLUDED?** ► **Tutoring:** This is a longer session than usual. **3,5 hours** learning with me and solving your doubts. ► **Good quality** **material**: Watercolor paper **300mg/m2 (cellulose and 100 % cotton),** **special quills for gothic style,** watercolors, golden leaf, ink, brushes, pencil, eraser. ► **Instructions** I created for you as a summary. Don't worry about taking notes! ✒️ **WHAT ELSE IS INCLUDED?** ► **Appetizer**: Cheese, sweet grapes and Zopf bread. ✒️ **EXTRA** ► **Medieval carefully selected music.** It creates a calm atmosphere with harmonious frequencies helping the mind to deeper concentration during the creative process. **ALL LEVELS** **Beginner?** I always teach the art medium basics and give extra personalized support. **Advance?** Start to paint in your rhythm and skip explanations. **WHERE?** In the beautiful GZ Schindlergut in Zurich. **I SPEAK** English, Spanish and German (intermediate level). **Hi! I am Marga and I am here to help you to improve your life.** Let me take care of everything. Good material, relaxing atmosphere, clear organization and kind support. **ABOUT ME: [Marga Crea Arte](https://www.instagram.com/margacrea_art)** (Youtube/Instagram/Facebook/TikTok).

**A sacred space to honor sorrow, release pain, and remember love** At Yanantin Tribe, we open grief circles where heart, body, and spirit can meet. Inspired by ancestral traditions, we gather in community to carry what was never meant to be held alone. Here, darkness and light are both welcome — grief is not fixed or rushed, but witnessed with care. **Tickets & Support** This grief circle is offered freely as a community space. If you wish to support the continuation of these circles, you can choose the Support Ticket — CHF 25 via Eventfrog. ️Tickets & details: [https://eventfrog.ch/en/p/health-spirituality/health-wellbeing/grief-circle-remembering-love-from-darkness-to-light-7417591177430489924.html](https://eventfrog.ch/en/p/health-spirituality/health-wellbeing/grief-circle-remembering-love-from-darkness-to-light-7417591177430489924.html) A grief ritual is a communal gathering where sorrow is given space and form. We welcome all expressions of grief: personal loss, heartbreak, ancestral wounds, collective pain, or a quiet heaviness without a clear name. Through music, song, rhythm, movement, silence, and guided ritual, grief softens and reveals the love beneath it. **Bring: comfortable clothes, water bottle and your own cup for tea, curiosity** **The experience** * Enter a safe, held circle where all emotions are welcome * You may share, move, cry, sing, or remain silent — no pressure to speak * Place a personal item, photo, or symbol on a shared altar (optional) * Move through ritual practices that allow grief to be witnessed and released * Close with grounding and gentle integration so you leave supported **Why this circle matters** * Release unspoken or long-held grief * Be held without advice or fixing * Honor both sorrow and love * Heal personal, ancestral, and collective layers * **Practical info** * Held every two weeks on Sundays * Free to attend as a community offering * Donations welcome to support the continuation of these circles (entirely optional) * Bring: a token, photo, or personal item for the altar (optional) * Wear: comfortable clothing * Note: if you are in acute crisis or experiencing significant mental health challenges, please inform us so we can support you best * Impressions of past events: [https://yanantintribe.com/events-gallery/](https://yanantintribe.com/events-gallery/) **Additional support** András offers 1:1 grief support, death & dying accompaniment, and end-of-life presence alongside this community work: [https://psysoul.com/death-grief-sessions](https://psysoul.com/death-grief-sessions) This is not therapy. It is a facilitated ritual space rooted in consent, presence, and care. Come exactly as you are. You do not have to carry everything alone. **Personal Support & 1:1 Work with András** If you’re going through a period of transition, grief, burnout, relationship challenges, or feeling stuck, I offer **free 30-min Exploration Calls** to help you gain clarity and see if deeper 1:1 work is right for you. **Book here:** [https://calendly.com/andraskapros/psysoul-exploration-call](https://calendly.com/andraskapros/psysoul-exploration-call) Together, we remember love — and gently move from darkness to light. Lovingly, Barbi, András

**Hello Columbus!** **The community is buzzing and growing well.** **We are thrilled to bring our third BrowserStack QA Meetup on March 12th!** We are creating a space for deeper insights, meaningful connections, and a vibe you won't want to miss. **What to expect:** * **Connect:** Network with Columbus' top engineering and QA minds. * **Learn:** Real-world tactics and trends you can use immediately. * **Enjoy:** Food, drinks, and great community spirit. **Agenda** * **[Sam Gomez](https://www.linkedin.com/in/samueljgomez/)** is presenting "AI is more than LLMs: Choosing the right AI for your needs." **RSVP Essential:** Space is limited, and we want to ensure a great experience for everyone. **RSVP now to secure your spot!** 📍 **Venue:** Leading EDJE, 6515 Longshore Loop, Suite 300, Dublin, OH 43017 📍 **Free Parking:** 6725 Longshore Street, Dublin, OH 43017 📅 **Date & Time:** March 12, 6:00 PM **Stay Connected!** Want to continue the conversation beyond the meetup? Join our **BrowserStack Discord Server** to get updates, connect with fellow QA professionals, and be part of an ongoing discussion. **Don’t miss out—click below to join!** 🔗 [\[](https://discord.gg/6SdCyWTNyW)**[Join the BrowserStack Discord Server](https://discord.gg/6SdCyWTNyW)**[\]](https://discord.gg/6SdCyWTNyW) **A Few Notes:** ✅ This is an **in-person event** ✅ **RSVP does not guarantee a seat** – A confirmation email will be sent one day before the event. **TALK ABSTRACT:** AI is all the hype these days; however, despite (or maybe because of) the excitement around it, a high percentage of AI projects fail. Projects that are over budget, delayed, or that fail to scale past the POC phase are very common. In many of these scenarios, choosing the right approach can be as critical as the solution itself. Should you build a tailored machine learning model, leverage the power of large language models (LLMs), or integrate with AI copilots? Each option has unique strengths, trade-offs, and resource requirements, and the key to success lies in aligning your choice with your business goals and technical constraints. In this talk, we will go beyond the basic concepts and definitions to provide a practical guide that allows attendees to navigate these decisions through real-world case studies. We will examine scenarios in which different AI paradigms were chosen, discuss the factors that influenced those decisions, and outline the process for evaluating needs, constraints, and outcomes. From assessing data availability and team expertise to balancing cost and scalability, you'll gain insights into the critical considerations that guide the selection process. By the end of this session, you’ll have a clear process for determining whether machine learning, LLMs, or copilots are best suited to your AI challenges and understand the resources and strategies needed to bring your chosen solution to life. This talk is ideal for decision-makers, technical leads, and innovators seeking to demystify AI implementation and maximize the impact of their investments.

The March Ohio North Database Training user group meeting will be held on **March 3rd, 2026 at 5:00PM**. This will be a **HYBRID** event and we will be joined in person by **Sam Nasr**. You're welcome to come meet in-person at our meeting location, the offices of Improving at **[6000 Freedom Square Dr,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Unit 110,](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** **[Independence, OH 44131](https://www.google.com/maps/place/Improving/@41.4004167,-81.6614462,17z/data=!3m2!4b1!5s0x8830e5b8255c5919:0xd8297060eb68fe04!4m6!3m5!1s0x8830dc7a0fe35dc9:0xbfc4710ecadfc5c!8m2!3d41.4004127!4d-81.6588713!16s%2Fg%2F1hm3hkqp3?entry=ttu&g_ep=EgoyMDI1MDQzMC4xIKXMDSoASAFQAw%3D%3D)** [Teams Link ](https://teams.microsoft.com/l/meetup-join/19%3ameeting_YTg3MTY3NzItODI3OS00MTRjLTgzYTItYTBlMjY5NTQ5MzU4%40thread.v2/0?context=%7b%22Tid%22%3a%22b966f302-6b93-4686-9041-c084635642c5%22%2c%22Oid%22%3a%2278c760cb-657f-46aa-bd2f-7066d9403bdb%22%7d)if anyone needs it after RSVP-ing for in person. If you would like to subscribe to our email list outside of Meetup, we have changed platforms recently and you will need to register [here in Kit ](https://ohio-north-data-training.kit.com/b8f036f615)instead to receive emails. Agenda: **5:00 PM EST**: Online and in-person meeting begins with a social hour. This is an unstructured hour where you can join us to catch up and meet other group members before the session starts. There will be food brought in for in-person attendees. **6:00 PM EST**: Updates and announcements, followed by our feature presentation. See below for presentation details. **7:30 PM EST**: Optionally after the main presentations, the in-person crowd may go out for snacks and drinks at a local establishment. We hope to see you there! Session Abstract ### **Data Cleansing using Data Bricks** Machine Learning is highly dependent on adequate data. Not only does quantity matter, but more importantly quality. In this session we’ll cover how to build a custom automated process using Data Bricks. This will provide methods for cleaning data in a data lake using functions in Azure. \*Please note, that we will be using Microsoft Teams for the online portion of this meeting. You may want to join a few minutes early to ensure you do not have any issues. If you are attending in person, there are large TVs at the office, and you do not need to bring a laptop or use Teams.

We will show a variety of methods for building agents that run in Microsoft Foundry. This covers the different types of agents: Prompt, Multi, and Hosted, as well as the development lifecycle using evals and traces.

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.

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.

## Overview Networking event for aspiring school leaders interested in building their own high-quality K-12 public school in their community. **About the Event:** Aspiring school founders in the Columbus, OH, area are invited to join us for this special in-person networking event where you will be able to ask questions, learn more about the BES Fellowship and make sure you are prepared for the application process and beyond. In addition to meeting like-minded leaders who are also committed to transforming education and bringing a high-quality K-12 option to their community, you’ll have the opportunity to meet our team and gain special insights from Dr. Chaundria Smith, BES Senior Director of Fellowship Coaching, who works closely to support BES Fellows. During this event, you can also learn more about the various regions across Ohio we are prioritizing for the BES Fellowship to ensure that new schools will respond to the needs of their community. **About the BES Fellowship:** Leaders in the BES Fellowship embark on a multi-year process to design, found, and lead an excellent K-12 public school that reflects and responds to community needs. We are currently accepting applications to the 2026 BES Fellowship. The extended deadline is March 30, and the 2026 Cohort will begin August 2026. Applications will be reviewed on a rolling basis until all spots are filled. Learn more at [bes.org/fellowship](http://bes.org/fellowship "http://bes.org/fellowship").

Meeting @ Improving's office in Downtown Columbus, near Cosi. Parking is paid, food & drink are free! This time we're hanging out after the long winter break. We are going to look at a group-member's project used to help learn the fundamentals of Go, and if time allows, we can take a look at how we like to build Go projects using AI.