Deep Learning

Hello dear Challengers, if you wish to join the Limmat swim and strengthen your body, join me to that swim. I will give you a short introduction on the "why" you should do it and then you will tell me if you want to do it. I am a trained lifeguard (SLRG), I did also the Hypothermia Module and I am swimming in the cold since 2015. Take with you all the necessary to swim, flip/flop, safe buoy (something like the orange donut here below, if you have it) and a Thermos. https://secure.meetupstatic.com/photos/event/a/a/7/5/600_466843637.jpeg See you there! Massimo ps: Limmat temperature https://www.zh.ch/de/umwelt-tiere/wasser-gewaesser/messdaten/wassertemperaturen.html

Welcome to the 20th edition of the Hack The Box Zurich Meetup. We will meet in person at [PAUSE im Foifi](https://www.pauseimfoifi.ch/) for another HTB machine walkthrough. I am happy to announce [Shabin Shanmugalingam ](https://www.linkedin.com/in/shabin-shanmugalingam-212839169/)as a presenter, he will walk us through the exploitation of [Bucket](https://www.hackthebox.com/machines/bucket): * Difficulty: Beginner Level 🟢 * Topics: Cloud / Enumeration / S3 Buckets You will need: * Your own laptop with Wi-Fi (don't forget your power adapter) * A Hack The Box account, [register here](https://account.hackthebox.com/register) (don't use Google or LinkedIn) * Some experience working with a terminal (cmd.exe / shell) * *Optional*: local virtual machine running your preferred hacking OS (browser-based VM is provided alternatively) * Motivation and good mood The participation is free of charge. This is an onsite event, neither online-participation is possible nor recording will be provided. **Attendance is exclusive to registered participants. Please use the RSVP button to confirm your participation.** The meetup takes place with the kind support of [Digitec Galaxus](https://www.digitecgalaxus.ch/) who are kindly hosting the event. **Please note**: seats are allocated on a first-come-first-serve basis. After reaching max capacity, guests will be added to a waiting list. If you change plans, and are not able to come, please kindly release your seat for someone on the waiting-list. **Unexcused no-shows will be excluded from future participation.**

February 27th is almost here. **BELLEVÜ40** is about nights that have nothing to prove. For those who know what they like—and why they celebrate. Not louder than necessary. Not earlier than desired. Just right. We dance to the songs that stayed with us. To music that sparks memories yet lives in the moment. No pressure, no trends, no explanations needed. We start on time, Because we know our rhythm. And because tomorrow still matters. **BELLEVÜ40.** For everyone 40 and over. Because experience sounds better. And because life isn't over—it has arrived.

**BURRO!!** This is a this dynamic, simple and fun cards game. We played in Spain and **always cheers up everybody!** Letʼs play as long as you want and then... **SKETCH** **EACH OTHER** Learn how to sketch in this event! **I teach you** the drawing basics, material, technique and how I sketch a person. **Material is included!** **EXTRA** I am happy to see your drawings and paintings, **solve your questions** or doubts about art like how to start, material to use, motivation and confidence. **WHERE** Karl der Grosse Bistro is a very nice bar near Grossmünster. **Albert Einstein** was here more than 100 years ago! They offer great cocktails, drinks and food. **Pay what you get!** **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).

\*\* FREEDOM DANCE PARTY — Ecstatic Dance & Authentic Connection \*\* **Theme: Melodic techno brings the sweet spot between deep emotional vibration and driving dance-floor energy — hypnotic basslines, soaring melodies, and that warm, cosmic feeling that keeps your body moving even when you think you should rest.** Please note: on most of our events we have 20-45 beautiful souls dancing with us, most of them don't sign up on meetup. **It’s the perfect blend for ecstatic dance: heart-opening, trancy, playful, and powerful.** **A soundtrack that pulls you inward while launching you outward — flowing, rising, expanding.** Imagine walking into a small home party where your best friends greet you with genuine openness, their eyes shine, No alcohol, no awkwardness — just presence, music and a soft sense of belonging. A space where you can dance like no one is watching, moving in full freedom, exactly as you feel. It feels like dancing with your closest friends, even if it’s your very first time. **Get your ticket on Eventfrog** [https://eventfrog.ch/en/p/miscellaneous/freedom-dance-party-ecstatic-dance-authentic-connection-7425121666424943058.html](https://eventfrog.ch/en/p/miscellaneous/freedom-dance-party-ecstatic-dance-authentic-connection-7425121666424943058.html) **Cheaper online, faster entry, and guarantees your spot.** **✨ This is what we offer ✨** Awaken your energy, release stress, and reconnect with what’s real. A joyful, conscious, high-vibe dance journey blending Ecstatic Dance, 5Rhythms, Biodanza, Authentic Movement and playful connection — open to everyone, all levels, all backgrounds. Expect uplifting music, fun solo–partner–group exercises, deep presence, creativity, smiles, and a warm community that welcomes you exactly as you are. **✨ FIRST TIME ALWAYS FREE — bring your curiosity and come dance your truth.** **FREEDOM DANCE PARTY** is a vibrant, heart-opening experience where movement becomes freedom, music becomes medicine, and connection becomes natural. We collaborate regularly with guest facilitators to bring new energy to each gathering — cacao ceremonies, singing circles, breathwork, kundalini activation, intuitive movement and more. Every event is DIFFERENT. New people, new energies, new groups, new vibes. We are currently in discussion with 15+ facilitators, artists and space holders for future events. \*\* WHO JOINS?\*\* Everyone. Beginners and experienced movers. Professionals, creatives, introverts, extroverts. Young and older humans from all cultures, identities, religions and orientations. LGBTQ+ friendly, inclusive, warm, respectful. If you want joyful, authentic movement and genuine human connection, this is for you. \*\* WHAT WE’LL DIVE INTO\*\* • Energizing warm-up • Playful solo, partner & group exercises • Guided creative movement • Ecstatic free dance — your body, your rhythm • Joy, expression, presence, aliveness We smile, breathe, release and celebrate being alive. \*\* WHAT YOU’LL EXPERIENCE\*\* • More vitality & inner fire • Emotional release & clarity • Authentic expression • Heart-opening connection • A conscious, uplifting party vibe — without alcohol You leave lighter, brighter, more connected. **✨ ENERGY EXCHANGE** Tickets: 20 / 25 CHF Door: 30 CHF Bring a Friend (2 people): 39 CHF First Time: Free \*\* TESTIMONIAL HIGHLIGHTS\*\* “The beautiful souls from the Yanantin tribe are of the sweetest kind. You can truly feel the magic. It helped me dive into my heart. Can’t wait for more!” – Pascal “Pure magic — guided with heart-opening energy and real connection. If you want to align your energy in a soulful way, this is the tribe to join!” – Gaspar “A breathtaking energy — I felt free, safe, and completely in the moment. Magical experience!” – Cindy “A thrilling, playful and nurturing experience. Definitely join their events!” – Stefan \*\* WHY FREEDOM DANCE PARTY?\*\* To help you: • release stuck emotions • reconnect with body and breath • express yourself freely • cultivate presence • open to trust and connection Through guided partner, group and solo exercises, you explore awareness, creativity and emotional freedom — all through movement and play. It’s fun. It’s joyful. Sometimes it's serious play. \*\* EVENTS GALLERY\*\* [https://yanantintribe.com/events-gallery/](https://yanantintribe.com/events-gallery/) \*\* THE SCIENCE OF DANCE\*\* Research shows dancing: • reduces stress • boosts endorphins • improves emotional regulation • enhances neuroplasticity • strengthens social bonding • supports cardiovascular health **Dance is joy — and also deep healing.** \*\* THE EXPERIENCE Every FREEDOM DANCE PARTY is unique.\*\* New people, new energy, new collaborators, new flow. Sometimes guided, sometimes free. Music journeys from stillness to rhythm to wild expression. A space for play, authenticity, presence and connection. ű \*\* WHY JOIN?\*\* • To reconnect with your body • To release stress in a healthy way • To feel free and fully alive • To meet kind, conscious people • To celebrate life, energy and freedom \*\* PRACTICAL INFO\*\* Where: Zürich Rampe 70 When: 3x / month on Fridays, 1x / month on Saturdays (longer fun) Bring: comfortable clothes, water bottle and your own cup for tea, curiosity Note: no alcohol, no shoes (your choice), no phones on the dance floor Come dance, play, breathe and remember who you are. We can’t wait to welcome you. ✨ **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) \*\*Lovingly \*\* **Barbara & András** **Yanantin Tribe**

**⚠️ Ticket needed:** [https://social-circle.ch/](https://social-circle.ch/) \*\* Canvas & Board Games Night @ Boho\*\* Looking for a cozy evening without small talk? Join us for a relaxed evening of **canvas painting, board games, and good conversations** at **Boho**. Join our group for this event: [https://chat.whatsapp.com/JPIASNUJGwD23UUweSe0s3](https://chat.whatsapp.com/JPIASNUJGwD23UUweSe0s3) No painting skills needed – this is all about **play, creativity, and connection**. What to expect * **Canvas painting corner** We’ll provide canvases and basic acrylics. You can: * Follow a simple prompt (e.g. “paint your perfect Sunday”) * Or just freestyle and see what happens * **Board game tables** * Join a group already playing * Or start your own table and we’ll help others join in * From light, easy games to more strategic ones – you can: * **Chilled, boho atmosphere** Think cozy lights, relaxed music, and a mix of people who are open to meeting new faces in a low-pressure way. Who is this for? * You enjoy **creative stuff** but don’t want a serious “art class” * You like **games** but also want space to chat and laugh * You’re new in town or just want to **expand your social circle** Come alone or with a friend – you’ll be mixed into small groups so no one sits alone. Practical info * **Optional to bring:** * Your favourite board game (if you have one) * An apron or old shirt if you’re a messy painter **You don’t need to be “good” at painting or games.** Just come as you are, unplug a bit, paint, play, and meet kind people. ​ Photos and short videos may be taken during the event. Let the host know if you prefer not to be in them. Tickets are non refundable. ​ Want more events like this? Join our WhatsApp community to stay updated: [https://chat.whatsapp.com/Hmm9DZP3wzaL8cXrtAAafw](https://chat.whatsapp.com/Hmm9DZP3wzaL8cXrtAAafw)

Heartfulness bietet eine Entspannungs- und Meditationstechnik, in deren Zentrum das Herz steht. Heartfulness ist eine weltweite, nichtkommerzielle Bewegung, die es Menschen ermöglicht, Frieden in sich selbst zu erfahren und mit anderen zu teilen. Fühlst du dich gestresst? Ist es schwierig, den Kopf zur Ruhe zu bringen? Möchtest du lernen, mit einer einfachen Technik und auf natürliche Art und Weise intuitives Wissen und Verstand ins Gleichgewicht zu bringen? Klarheit und innere Ausgeglichenheit sind die Folge. Wir freuen uns darauf, dir diese wunderbare Meditations- und Entspannungstechnik nahebringen zu können! Es ist völlig kostenlos und wird nur von ehrenamtlichen Trainern angeboten. Herzlich Willkommen! (http://www.heartfulness.org/) Heartfulness offers a unique relaxation and meditation technique, which focuses on the heart. Heartfulness is a worldwide, non-profit movement, which allows everyone to experience peace within himself and to share it with others. Are you feeling stressed? Is it difficult to calm the mind? Would you like to learn with the help of a simple technique and in a natural way to balance intuitive knowledge and your mind? In consequence you will feel a great deal of clarity and serenity as immediate effects. We are happy to share this wonderful meditation and relaxation technique. This meditation is always offered by trainers, who volunteer their time, so it is completely free of charge. All are welcome!

**⚠️ 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

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

Welcome cold lovers! We have been practising cold water plunges for over 4 years. We believe in the benefits of cold water exposure. The feeling you get after the swim is magnificent, it makes you feel alive. We have started this group to safely experience the cold water together. We motivate each other, do active warmup exercises, and also share our life stories with a warm coffee/tea afterwards. The event is every Sunday at 11:30, we meet at the Mythenquai Badi entrance no matter the weather. Take along: a large towel, comfortable bathing suit, flip-flops, and warm clothes (hat, gloves, etc). If you’re planning swimming out take along a bright swim buoy. The event is Free. IMPORTANT: Every participant takes responsibility for themselves when attending this event. Before attempting cold water exposure, individuals with health conditions (e.g., heart problems or hypertension) should seek advice from a healthcare professional. Safely acclimating the body to cold temperatures requires preparation and gradual exposure.

**Deep Rest & Relaxation Circle – Yoga Nidra, Gentle Yoga & Sound Healing** *(By donation – all are welcome)* You’re warmly invited to a nourishing relaxation circle designed to help you slow down, soften, and reconnect with yourself. Together we’ll explore deep rest through gentle yoga, effortless Yoga Nidra meditation (practiced lying down), and soothing sound healing with Tibetan singing bowls — all held in a friendly, supportive circle. This is a space to pause, breathe, and return to your heart, your inner calm, and your natural intuition. **This practice can support:** * Relief from stress, anxiety, and tension * Deep relaxation and nervous system reset * Better sleep * Emotional balance and uplift * Greater clarity, confidence, and creativity * Enhanced intuition * Meaningful, heart-centred connections with others ### What to expect **🌿 Gentle, Nourishing Yoga** Slow, accessible movements to release tension, support energy flow, and reconnect with your body’s wisdom and vitality. **🌙 Yoga Nidra (guided deep rest)** A zero-effort meditation practiced lying down. Yoga Nidra allows the body and mind to fully rest and restore, helping to calm the nervous system, release anxiety, improve sleep, and gently unwind exhaustion and overwhelm. **🔔 Sound Healing** Tibetan singing bowls guide you into deep presence and relaxation. The vibrations support the release of tension, stress, fatigue, and emotional holding, creating an optimal state for rest and self-healing. Everything is provided — just bring comfortable clothes and an open heart. **Contribution:** Suggested donation: **30.–** If cost is a barrier, please contribute what you can — everyone is welcome. **Booking:** Please WhatsApp or text me on **078 246 50 91** to join, as I don’t use Meetup regularly and bookings are managed via WhatsApp. More info: **[www.reconnectiorest.org](http://www.reconnectiorest.org)** I look forward to sharing this peaceful, nourishing time together. With love, **Myriam** 💛

Let's make new friends! Join us for an exciting fast-friending evening! 'Fast friending' is our fun and quick way to help you make new connections quickly with both ladies and gentlemen. These are people in the age group of 21 and 45 and so you will be on a similar wavelength. Naturally you can always choose who to speak with based on your preference! **You will need to buy a ticket for attending -** [https://zurich28thfeb.eventbrite.co.uk](https://zurich28thfeb.eventbrite.co.uk) \*You can use any debit or credit card to purchase your ticket at PayPal checkout. It will ask you for your email address but that is only to send you a receipt. You do not need a PayPal account. TICKETS:- Early bird - CHF 10 Regular ticket - CHF 15 Cash at the meetup - If you have not purchased your ticket in advance then you can pay CHF 20 per person in cash on the day of the meetup to Daryna (Please bring exact change) **Here’s how your evening will flow:** **7:00 PM – Welcome** Arrive at 7:00 PM and be welcomed by your host, Julianne, who will guide the evening and help with introductions. Feeling shy? Come a little early and she’ll ease you into small-group conversations. You’re also welcome to bring a lady friend along for free. **7:30 – 8:30 PM \| Fast Friending** Chat with a new attendee every 3 minutes, ensuring you meet a variety of like-minded ladies and gentlemen. **After 8:30 PM \| Open Mingling** Reconnect with those you enjoyed speaking to and continue meaningful conversations at your own pace If you are a bit shy or anxious then please come early. Julianne will help you meet other members in a small group and help you settle down and get comfortable. \- We are not a close knit tight group\. Our evenings are warm and comfortable for members attending for the first time and those coming alone\. You will not feel alone\! \- We have many groups in this city\. Members of our other groups who RSVP are included as guests of the organisers in order to give you an indication of expected people\. \- This evening is for ladies and gents in the 21 to 45 age group\. \- Our evenings are not about 'dating' or for 'romantic' connections\. 'Fast friending' is NOT 'Speed dating'\. 'Fast friending' is designed to help members meet other like minded ladies and gents\. It is about new friendships and connections\. Naturally\, new friendships can lead to dating or romantic connections\, but that is not our focus\. Why do we have tickets? 1. Cover our costs - Our host is compensated for their time and work. We also pay meetup and have dedicated staff to manage our events, hosts, venues and communication. 2. Group Safety - By securing your ticket we have a record and you contribute to a well organized evening where everyone is more committed and better behaved. 3. Management - Tickets help us better manage attendee group size, book suitable space and activity. ABOUT [fastfriends.co.uk ](https://fastfriends.co.uk/)- We have connected members successfully for the past 10 years in over 30 cities (operating as Expatsclub, MeetConnectDevelop and fastfriends.co.uk). \-\-\-\-\-\-\-\-\-\-\-\-\-\- You can contact our founder Dan on +447715705005 with any questions or ideas. \-\-\-\-\-\-\-\-\-\-\-\-\-\- **Here are some videos which will give you some guidance and comfort to make your attendance more productive.** Secrets of socializing at our meetups - [http://bit.ly/secrets-socializing ](http://bit.ly/secrets-socializing) How to make new friends - [https://www.youtube.com/watch?v=v6GB0Hc_bSs](https://www.youtube.com/watch?v=v6GB0Hc_bSs) How to make people like you at our socials -[ https://www.youtube.com/watch?v=K4guProkKrI](https://www.youtube.com/watch?v=K4guProkKrI) Why you should attend our evenings - [https://www.youtube.com/watch?v=wEjwGBXzJE8](https://www.youtube.com/watch?v=wEjwGBXzJE8) Member feedback - [https://youtu.be/bF_oxrWGqus?si=8ewukkeawt1N12nm](https://youtu.be/bF_oxrWGqus?si=8ewukkeawt1N12nm)

**⚠️ 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)

**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.

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.

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.

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.

## 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.