Bootstrap

📅 **Week 7: Presentation Day!** Each 7-week cycle focuses on a small, well-defined part of a larger system—and over time, these cycles build toward a complete, real-world project Feel free to join at any week and we will catch you up. There is no need to be at the beginning of the cohort to build. Complete beginners welcomed! 📌 By the End of a Full Cycle, You should Have 🎯 A working project in your own GitHub repo 🎯 A small but real portfolio piece you can demo or write about 🧠 **Current Project** This cycle’s shared project is an **image-based knowledge extraction system**. In **Week 7**, we celebrate and present. This is our **Showcase Night**. Participants will: * Present their project (5–10 minutes each) * Demo their pipeline or flashcard system * Share challenges, lessons learned, and technical decisions * Give and receive thoughtful feedback We’ve come a long way — from raw images on our phones to a complete, working portfolio project — and this week is about learning to clearly explain your ideas, your challenges, and the technical decisions behind your work. \*\*\* **👋 Who Is This For?** 🔹 Beginners who learn best by doing — no prior experience needed 🔹 Career switchers from product, engineering, design, marketing, or other fields who want to break into data 🔹 Analysts, engineers, and PMs looking to sharpen their skills or build real-world projects 🔹 Data professionals who want a creative playground outside of work 🔹 Anyone with big questions and a love for learning through experimentation \*\*\* **BUILD. LEARN. EXPERIMENT. OVER COFFEE.** Come hang out, meet like-minded people, and work on something fun. 📍 Based in Berlin – in-person meetups only (for now!) 💻 Laptops + ☕ highly encouraged Join our Discord → [https://discord.gg/dPnmzcCP8w](https://discord.gg/dPnmzcCP8w) Check out our program resources: [Google Drive](https://drive.google.com/drive/folders/15DmZqD4bLBk2vU4zpvh1HiB3_5n09v-q?usp=sharing) \*\*\* ✨ Who’s Hosting? I’m Lindsey, a senior data scientist working on AI, causal inference, and data products. I’ve built models for fraud detection, uplift modeling, and LLM-based systems. I am always open to suggestion for different format for this meetup.

Date: Saturday, March 7 Time: 5:45 PM Place: Kant Kino, Kantstraße 54, 10627 Berlin Meeting point: at 5:25 in front of the cinema Seats: Hall 3, Seat 7 Tickets: https://www.yorck.de/filme/the-straight-story-eine-wahre-geschichte \-\-\- Year: 1999 Runtime: 1 h 52 min Language(s): OmU, English \-\-\- Description: Was wäre FILM ohne David Lynch? Ganz sicher um viele Nuancen ärmer! "The Straight Story is a 1999 biographical road drama film directed by David Lynch." - Wiki \-\-\- Linktree: https://linktr.ee/filmmusicbooks

Bist du bereit für viele positive Veränderungen? Dann kommt der Access Bars® Kurs genau richtig für dich! Jeden Tag erleben knapp eine Million Menschen weltweit die transformative Kraft dieses Körperprozesses. Wissenschaftliche Studien belegen die positiven Wirkungen auf das Gehirn, das Nervensystem und den Körper. Die Access Bars® berühren alle Aspekte des Lebens: Beziehung, Körper, Alterung, Heilung, Selbstliebe, Freude, Trauer, Beziehung und Kommunikation, innerer Frieden ua. Klick auf meine Website und erfahre, was die Bars® bewirken können und welche kraftvollen Werkzeuge du an diesem Kurstag mit nach Hause nimmst. https://www.i-feel-so-good.de/access-consciousness/kurse-ausbildungen/access-bars-kurs.html Nachdem du den Kurs abgeschlossen hast, erhältst du das Practitioner Zertifikat. Es qualifiziert dich, die Access Bars® anderen zu geben, deinen Familienmitgliedern, deinen Freunden und deinen Klienten. Und natürlich kannst du die Bars® auch bei dir selbst anwenden. Nach dem Kurs kannst du dich mit anderen Praktizierenden zum Austausch treffen. Bist du bereit für ein leichteres Leben? Dann freue ich mich, wenn du mit dabei bist! Kontaktiere mich gerne, wenn du Fragen hast oder eine Kennenlernsession buchen möchtest. PS: Die Anmeldung für den Kurs ist nur telefonisch möglich.

Welcome to Terrible Football Berlin!
Do you want to play football but don't want to pay? Are you a bit unfit, a bit old, or a bit Terrible? Want to have a relaxed kick about and a couple of beers after? Then Terrible Football is for you!
Anyone can play: any ability, any age, and any gender. Terrible Football is about miss kicked clearances, sweet half volleys and desperate diving saves. We play in the rain, sun or snow. It's completely free, and always will be. It's open, inclusive and Terrible.
We usually play on Astro (artificial grass) and sometimes on grass, depending on numbers. Bibs, balls, and cones are taken care of! Just bring sporty clothes and a pair of rubber studded football shoes you'll be good to go! You don't need shin pads and we don't allow hard plastic or metal studs.
The exact location of the event is in the Telegram group description (https://t.me/joinchat/OkWQBBcw3b7ptauwrIEfig Still trouble finding us? Send a message in our Telegram group and we'll help you out. You'll also stay up to date with last-minute changes!
See you on the pitch!
... and stay Terrible!
 \-\-\-\> GUIDELINES FOR THE SESSIONS <\-\-\-
 How the games will work:
 1\. We will have up to 18 players\.
 2\. Please RSVP on Meetup if you want to participate\.
 3\. If you sign up\, please try your best to attend the event to avoid disturbing the format\. If you cannot attend the session\, deregister asap \(Please check below how the waiting list will work\)\. LATEST CANCELLATION is 3 HOURS before the start of the event\. 4\. Regular no\-shows could be banned from future TF Meetups\.
 5\. We will NOT allow unregistered participants\.
 6\. The organizer group will ban repeat rule breakers\, so play nice\.

Welcome! This football session is for individuals who like playing on moderate to high intensity (run a lot and change position to give player with the ball option to pass). Usually play on a pretty competitive level. Our football skills are average to good. To keep things fair and enjoyable for all, we follow a few simple rules: * **Show up at 07:45** so that you can get checked by the organiser * If you are not checked by the organiser then \*\*1 match penalty applies\*\*(being moved to waitlist) * **No studs** * If you show up with studs, then you wont be allowed to play * No dangerous tackling * If you get tackled, you need to call the foul * In case of handball only people close (1-2m) can call handball * Since we play 12v12, we have offsides (0-1m difference is still tolerated) * No penalties for handball in penalty box(no way of proving handball and please be fair) * In case of handball, the other teams goalkeeper gets the ball

**Combining a variety of TopRock break dance moves in the format of HIIT training, this class will be like no other you have taken! Specifically created with non-break dancers in mind, this class is fun, engaging and totally beginner friendly!** 🤸‍♀️ *What exactly is TopRock you might be asking?* Toprock is the **standup part of breakdance**. When break-dancers are showing their skills, they will often start with toprock. Beginners often find toprock to be easier than other elements of [breaking](http://%5Bhttps//www.mygrooveguide.com/dance-info/breaking/what-is-breaking%5D(https://www.mygrooveguide.com/dance-info/breaking/what-is-breaking) "breaking"), because it is done standing up. So this will be a great introduction to breaking for beginners or those wishing to expand their breakdance skills. **Taught by 3x Breakdance World Champion and Choreographer of Flying Dreams show at Wintergarten, Bboy Lou.Ease of the Flying Steps! He has also worked with contemporary dance companies such as Akram Khan Company, Wang Ramirez and Constanza Marcras / Dorkypark.** **📋 Agenda:** * *Check in will begin 15 minutes prior to class*. Please arrive on time to ensure class starts at the designated time. **💸 Cost**: USC, WellPass and ClassPass members can scan in, otherwise **there is a donation requested of 7€ to help with maintaining the venue and group maintenance costs.** **👉 Other Things to Note:** * *Class will be in English/German* * *Please make sure to wear comfortable clothes you can move and sweat in. Shoes should also be comfortable, although they are not mandatory. Feel free to dance barefoot or in socks if you like.* * *Bring a water bottle to refresh between sequence breaks.* * *Changing room/clothes storage and toilets provided on site free of charge.* * ***If you RSVP and are unable to make it, please be considerate and cancel 24 hours in advance to make space for someone else.***

**Step right up for a fortune-telling experience that's barely accurate, but definitely unforgettable.** Magdalena, the "fortune teller", combines a crystal ball, questionable predictions and a healthy dose of dark humour in a show that's as absurd as it is entertaining. Described by the 'Scotsman' (top newspaper in the UK) as 'unexpected, clever, ridiculous but great stuff, crystal ball and all', this interactive comedy has left audiences worldwide laughing and wondering what just happened. Some say it's life-changing, others call it pure nonsense-but no one escapes without a few laughs, some spirit summoning and answers you probably didn't want. **Sold out run in Edinburgh Fringe Festival 2025** Reserve your seat for just €2, and at the end of the show, you decide what it was worth (suggested contribution: €10-15). Reservations are held until 10 minutes before the show starts. This is a paid show—you just get to choose how much to pay. **Make sure to reserve your ticket [HERE](https://www.eventbrite.co.uk/e/01-accurate-english-comedy-night-tickets-1980718239574?aff=meetup)**

Welcome to Terrible Football Berlin!
Do you want to play football but don't want to pay? Are you a bit unfit, a bit old, or a bit Terrible? Want to have a relaxed kick about and a couple of beers after? Then Terrible Football is for you!
Anyone can play: any ability, any age, and any gender. Terrible Football is about miss kicked clearances, sweet half volleys and desperate diving saves. We play in the rain, sun or snow. It's completely free, and always will be. It's open, inclusive and Terrible.
We usually play on Astro (artificial grass) and sometimes on grass, depending on numbers. Bibs, balls, and cones are taken care of! Just bring sporty clothes and a pair of rubber studded football shoes you'll be good to go! You don't need shin pads and we don't allow hard plastic or metal studs.
The exact location of the event is in the Telegram group description (https://t.me/joinchat/OkWQBBcw3b7ptauwrIEfig Still trouble finding us? Send a message in our Telegram group and we'll help you out. You'll also stay up to date with last-minute changes!
See you on the pitch!
... and stay Terrible! \-\-\-\> GUIDELINES FOR THE SESSIONS <\-\-\-
 How the games will work:
 1\. We will have up to 18 players\.
 2\. Please RSVP on Meetup if you want to participate\.
 3\. If you sign up\, please try your best to attend the event to avoid disturbing the format\. If you cannot attend the session\, deregister asap \(Please check below how the waiting list will work\)\. LATEST CANCELLATION is 3 HOURS before the start of the event\.
 4\. Regular no\-shows could be banned from future TF Meetups\.
 5\. We will NOT allow unregistered participants\.
 6\. The organizer group will ban repeat rule breakers\, so play nice\.

Willkommen zum 18. PlebWalk. Hast du Lust, einen entspannten Tag in der Natur zu verbringen, etwas für deine körperliche und geistige Gesundheit zu tun, über Bitcoin zu sprechen und Zeit mit tollen Bitcoinern zu verbringen? Natürlich sind auch Neulinge und zukünftige Bitcoiner willkommen. LOS GEHT'S! 08.03.2026 Plebwalk Berlin Spreetour Treffpunkt: S-Bahnhof Jungfernheide Endpunkt: S-Bahnhof Jannowitzbrücke oder Holzmarkt Uhrzeit: 14:00 Uhr (Bitte pünktlich sein! Die maximale Wartezeit beträgt 15 Minuten, so dass wir spätestens um 14:15 Uhr mit dem PlebWalk beginnen können). Dauer: 3-4 Std Öffentliche Verkehrsmittel: S41, S42, S9, S7, S5, S3 Strecke: 13km Schlosspark Charlottenburg - Tierpark, Bundestag/Spreebogen - Nikolaiviertel - Holzmarkt Bei Fragen kontaktiert gerne die PlebWalk Telegram Gruppe (https://t.me/plebwalk_berlin). \-\-\-\-\-\-\-\+\+\+\+\-\-\-\-\-\-\- Welcome to the 18th PlebWalk in Berlin. Want to enjoy a relaxed day out in nature, do something for your physical and mental health, talk about Bitcoin and spend some time with awesome bitcoiners? Of course, newbies and future-bitcoiners are welcome as well. Meeting point: S-Bahnhof Jungfernheide Final stop: S-Bahnhof Jannowitzbrücke or Holzmarkt Public Transport: S41, S42, S9, S7, S5, S3 Meeting time: 02:00 pm (Please be on time! Max waiting time is 15 min so that we will start our PlebWalk no later than 02:15 pm). Route: 13km Schlosspark Charlottenburg - Tierpark, Bundestag/Spreebogen - Nikolaiviertel - Holzmarkt For any questions, feel free to reach out to the PlebWalk Telegram group (https://t.me/plebwalk_berlin). (bearbeitet)

Do you like to play football - but relaxed and not with competitive or aggressive players? Are you a bit lazy, a bit old, a bit unfit or not so talented? Are you tired of insecure bros who only want to show off their skills? **Then [Lousy & Lazy Football](https://www.instagram.com/landlsc/) is the right thing for you!** We are a group of friendly people who just want to have a relaxed kick. All genders, ages (+18) and nationalities welcome. **Feel free to join the waitlist even if it seems long - sometimes we make the event larger and play on two pitches (24 players, four teams) or even three pitches (36 players, six teams), depending on demand.** Note: **We do not allow high-studded football boots during our sessions.** To avoid injuries, we only play with "Multinocken" (multistuds) or shorter. Please have a look here: [link](https://www.11teamsports.com/de-de/fussballschuhe/multinocken/). Rules for lazy & lousy football 1. **Don’t be competitive** 2. **No hard tackling/sliding challenges** 3. **Support new players by giving them the time and space to play the ball** 4. **Don’t dribble past multiple players (trying to take on a player is fine but at no point should you be trying to dribble past multiple players).** 5. **Don’t close down the defenders too quickly. Give the team a chance to play the ball out.** 6. **Rotate the goalkeeper** 7. **Be a teamplayer** Waiting list: This meetup is for members of the Lousy & Lazy Sport Club. If you want to try out our lousy & lazy sport events, you can do a trial run (Probetraining).

A small NEXUS gathering built around movement rather than discussion alone. This is for high-bandwidth Mavericks who spend most of their time in conceptual thought and need some physical counterweight. Why bouldering? Because it’s deliberate: short problems, full focus, and immediate feedback. You’re on the wall, solving something tangible. The mental noise drops instantly! Conversations happen naturally in between climbs. No pressure, you move at your own pace. Some exchanges stay light. Others go deep. Both are fine. This is not about athletic achievement. It’s about presence, recalibration, and being around people who don’t require you to shrink or translate yourself. Come as you are. Try some bouldering problems. Rest when needed, and engage where it makes sense. **Bring comfortable clothes and climbing shoes if you have them (rentals are available at the gym).** *Registration equals commitment. If you sign up, you show up. Read the group description first and decide consciously. For context about NEXUS, visit our* ***[website](https://thenexusformula.com)*** *and* ***[newsletter](https://news.thenexusformula.com)****.*

**Worum geht’s?** Entdecke die Kraft der Worte – in Gemeinschaft. In dieser offenen Gruppe lesen wir gemeinsam kurze literarische Texte – Gedichte, Mikrotexte oder Auszüge aus längeren Werken – und lassen uns von ihnen zum Schreiben einladen. Nach dem gemeinsamen Lesen nehmen wir uns Zeit zum Nachdenken und Austausch. Anschließend schreiben wir 20–30 Minuten Seite an Seite – inspiriert von einzelnen Worten, Sätzen oder dem, was uns gerade bewegt. Im Mittelpunkt stehen nicht handwerkliche Aspekte, sondern das persönliche Erleben, das Gefühl von Verbundenheit und die Funken, die Worte in uns entzünden können – besonders für Menschen, die belastende Erfahrungen gemacht haben, und alle, die auf der Suche nach neuen Perspektiven sind. Wer möchte, kann am Ende den Text teilen, der während der Sitzung entstanden ist – genauso willkommen ist es, einfach nur zuzuhören. Das Teilen ist immer freiwillig. **Die Teilnahme ist kostenlos – und ohne Anmeldung möglich.** **Über die Gruppenleiterin** **[Ingrid E. Johnson](https://ingridejohnson.com/de)** ist Deutsch-Amerikanerin, Gründerin von RECASAS und Peer-Support-Spezialistin. Lesen und Schreiben haben ihr selbst durch schwierige Zeiten geholfen. Schreiben in Gemeinschaft bedeutet für sie eine andere Quelle von Kraft und Inspiration – und genau dieses Erlebnis möchte sie ermöglichen. Mehr Informationen hier: https://recasas.org/2025/10/01/lesen-schreiben-teilen/ In Zusammenarbeit mit RECASAS, im Rahmen der Sonntagsöffnung der Amerika-Gedenkbibliothek (ZLB), veranstaltet von artecom.

Join us at barrio barré, a boutique studio in Berlin Mitte for one of our signature classes - Paris barre. You’re about to engage the muscles you didn’t know you had! It’s a dynamic, choreographed mix of ballet, pilates and weight training. Think light weights, many reps, small impact but maximum fun. Come for a class, stay for matcha and chats! **Les Amis** is a women-only community of friendly souls. We provide access to hundreds of experiences that explore your passions and connect you with other event participants. **Check our website to learn more, and apply to join our community and events**: [lesamis.cc/apply](https://www.lesamis.cc/apply)

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.

This will be the first ever Book Club Meet up for this group! * We will be discussing Dating After the End of the World by Jeneva Rose (if you would like a free EPUB copy of this book to read on kindle, message me & I can send you the ebook) * ***Changed the book from Daggermouth due to it being independently published and hard to find in print**** * Feel free to attend even if you haven't started or finished the book ◡̈ ! * Small snacks will be provided. You’re welcome to bring your own snacks & drinks too! * Even if the meetup event shows full, you are welcome to come. If you can no longer attend the event, no worries, just please try to update your status on meetup for it.

**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)

**Our March pick is *God of the Woods* by Liz Moore.** **This month’s novel is an award-winning literary mystery that blends family drama with psychological suspense. It explores women’s voices and relationships while delivering an exciting, eerie, and deeply suspenseful story. The book is 576 pages in print or 14 hours and 35 minutes on audiobook.** Early morning, August 1975: a camp counselor discovers an empty bunk. Its occupant, Barbara Van Laar, has gone missing. Barbara isn’t just any thirteen-year-old: she’s the daughter of the family that owns the summer camp and employs most of the region’s residents. And this isn’t the first time a Van Laar child has disappeared. Barbara’s older brother similarly vanished fourteen years ago, never to be found. As a panicked search begins, a thrilling drama unfolds. Chasing down the layered secrets of the Van Laar family and the blue-collar community working in its shadow, Moore’s multi-threaded story invites readers into a rich and gripping dynasty of secrets and second chances. It is Liz Moore’s most ambitious and wide-reaching novel yet.

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

Columbus Code & Coffee is an inclusive, informal co-working session. People of all skill levels attend, and we love it that way. Many people (optionally) bring projects to work on, and many other people (optionally) socialize the entire time. It's entirely up to you! **What to Expect at the Intro Circle** \~\~\~\~\~\~\~\~\~\~\~\~\~ Near the beginning of the event (1:30 pm), we do a standup: * Organizer announcements, updates, and logistics Round 1 - (7 secs max): * Your name * What you're working on * What you can help others with Round 2: * Community events you wanna plug. If none, that's cool too. Round 3: * Job opportunities you're hiring for OR announce that you are looking for one. If none, that's cool. After the introduction circle, everything is self-organized! Feel free to work alone, pair up, attend one of our workshops/presentations, or mingle!