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📅 **Week 3 Focus: Training Your Own Deep Learning Model** 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 2, we explored classical computer vision with OpenCV and introduced the full data labeling workflow needed for deep learning models. In **Week 3**, we’ll make the jump into modern deep learning with **YOLO**: * Quick recap of OpenCV techniques and how they compare to deep learning approaches * Intuition-first overview of how YOLO works (what it predicts, how training actually happens) * How labeled datasets are used to train object detection models * Walkthrough of training YOLO on your own project data \*\*\* **👋 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.

A bookclub meet-up organized by our member Oana. We will meet in this cozy cafe with delicious brunch style food, and talk about what we are currently reading :) and, if we have time, chat in general about books. Please also feel free to read a sample from your book if you wish. Usually we read both fiction and non-fiction (history, philosophy, sociology, and other topics). Bring your Kindle, your tablet, or your paper books. The discussion will be in English, but of course feel free to bring books in any language.

Cuban salsa classes every Wednesday . Join us, learn how to dance, save lives and make friends! **Classes**: 19:00 - Absolute Beginners (For Free) 20:00 - Beginners 2 21.00 - Improvers 1 **Price: (Card payment only)** 1 class - 7€ 10 class pass - 49€ or 42€ reduced* (To use within 11 weeks. Valid for all our classes. It can only be used by one person per class. No refund possible) * Reduced price for students, Schüler, Azubis, H4-Empfänger, and pensioners/retired folks. A valid proof is needed. **Why should you learn Salsa, and why with us?** - It's great fun! - You don't need any prior dancing experience. - You get to know loads of new people. - No registration, just swing by. - No fix starting date - you can start any week. - No dress code - come in whatever you feel comfortable in. Note:No outside shoes in the room: socks or a pair of clean shoes will be required - No partner needed - we change regularly during the classes (bring all your friends though!) - You can help us make a difference! **What is Salsa4Water**? Simple! We teach Salsa and donate all our profits to the NGO Welthungerhilfe, which uses these funds for their local projects in Malawi. Welthungerhilfe fights for equal access to safe drinking water, sanitation, and hygiene in nearly 40 countries world wide. This gives you the chance to save lives while dancing!

This event will take place in **Schöneberg,** at the café Caffein & Vinoin, where we have booked a table! By popular demand, this will be a special, book swap edition! We'll play our non-christmasy, hasard-based version of a book-based Secret Santa, and then read for a while! Meet us at 6:30pm (the address is Kolonnenstrasse 54). Grab your current book, and a bring along a **second, wrapped book** you would like to swap! Can't wait to read and play with you guys! L&F

**From Projects to Products: Why Data Products Are Still Hard** A Data Products Book Launch & Practitioner Panel **About the event** This meetup marks the release of[ ](https://www.amazon.de/dp/B0GJDZNDMS?ref=cm_sw_r_ffobk_cso_cp_apin_dp_W685MDYH8P9CFTPVHV6S&ref_=cm_sw_r_ffobk_cso_cp_apin_dp_W685MDYH8P9CFTPVHV6S&social_share=cm_sw_r_ffobk_cso_cp_apin_dp_W685MDYH8P9CFTPVHV6S&bestFormat=true)**[Amy Raygada’s new book on Data Products](https://www.amazon.de/dp/B0GJDZNDMS?ref=cm_sw_r_ffobk_cso_cp_apin_dp_W685MDYH8P9CFTPVHV6S&ref_=cm_sw_r_ffobk_cso_cp_apin_dp_W685MDYH8P9CFTPVHV6S&social_share=cm_sw_r_ffobk_cso_cp_apin_dp_W685MDYH8P9CFTPVHV6S&bestFormat=true)**[ ](https://www.amazon.de/dp/B0GJDZNDMS?ref=cm_sw_r_ffobk_cso_cp_apin_dp_W685MDYH8P9CFTPVHV6S&ref_=cm_sw_r_ffobk_cso_cp_apin_dp_W685MDYH8P9CFTPVHV6S&social_share=cm_sw_r_ffobk_cso_cp_apin_dp_W685MDYH8P9CFTPVHV6S&bestFormat=true)and explores why, despite years of discussion, data products are still hard to implement in practice. Data products are not a new concept. For years, organisations have talked about treating data as a product — with clear ownership, well-defined interfaces, and measurable business value. And yet, many teams continue to struggle with fragmented dashboards, inconsistent metrics, and slow, reactive delivery. So why is this still so difficult? In this meetup, we’ll unpack why data products remain hard in practice — not because teams lack tools or frameworks, but because meaning, ownership, and operating models are often misunderstood or only partially implemented. Through in-depth practitioner talks and discussion, we’ll explore: * Why data initiatives often slip back into project mode * Where ownership breaks down across domains and platforms * How weak semantics and unclear definitions erode trust * What changes when data products are treated as long-lived products rather than delivery artefacts * Why AI and advanced analytics amplify these challenges instead of solving them The conversation is grounded in real delivery experience across engineering, architecture, and data strategy. It also features insights from Amy Raygada’s newly released book, which captures lessons learned from years of hands-on work helping organisations move from intent to execution. Expect practical perspectives, honest trade-offs, and an open discussion — not hype, not vendor pitches, and no one-size-fits-all answers. **About the speakers** **Amy Raygada** Principal Data & AI Strategist at Thoughtworks \| Author Amy Raygada is a Principal Data & AI Strategist at Thoughtworks, with over a decade of experience helping organisations design and govern data products that deliver real business impact. Her work spans data product strategy, governance, operating models, and AI readiness, with a strong focus on aligning technical capabilities with decision-making. This meetup marks the release of her new book on Data Products, bringing together lessons from years of real-world delivery across industries. **Kiran Prakash** Director, Data & AI at Thoughtworks Kiran Prakash is a Director in the Data & AI service line at Thoughtworks, working with organisations to design and scale data-driven systems. In his talk *“What We Talk About When We Talk About Data Products,”* Kiran presents a practical approach to designing, implementing, and governing data products. Drawing on real-world experience, he clarifies what data products are — and what they are not — and explores how teams can work backwards from use cases, apply adaptable implementation patterns, and use governance mechanisms such as fitness functions to keep data products aligned over time. **Carsten Fritsch** Principal Data Engineer at Thoughtworks Carsten Fritsch is a Principal Data Engineer at Thoughtworks in Berlin, with deep experience in data engineering, analytics architecture, and data modelling at scale. His work focuses on semantic layers, shared metrics, and the practical challenges of operationalising meaning across organisations. Carsten brings a grounded perspective on why semantics are foundational to trustworthy data products — especially as organisations move toward AI-driven use cases. **Format** * Each speaker will deliver a **25–30 minute talk**, followed by **Q&A** * Final **panel discussion** with all speakers * Open audience Q&A * Informal networking and book signing \-\-\-\-\-\- **Code of Conduct** We adhere to the [Berlin Code of Conduct](https://berlincodeofconduct.org/) to ensure a welcoming and respectful environment for all participants. The event space operates under largely compatible [Thoughtworks Meetups & Events CoC](https://www.thoughtworks.com/en-de/about-us/events/code-of-conduct-germany). **Accessibility** The Location is accessible for wheelchair users. This includes the entrance (no steps to get into the location), toilets and the stage.

**Jeden Mittwoch von 18:30 – 20:30 Uhr auf Deutsch.** Probemonat für 15,00 €. **Kursbeschreibung Traditioneller Tantra Yoga Kurs** Tantra Yoga ist weit mehr als Erotik mit Räucherstäbchen, wie es heutzutage in der westlichen Welt oft fälschlicherweise präsentiert wird. Tantra Yoga ist die Wissenschaft des Universums, die Wissenschaft des Lebens. Es bietet uns ein tiefes Verständnis der Funktionsweisen des Universums und seiner Prinzipien. Wer die Tantra Yoga Lehre für sich umsetzt, fängt an zu begreifen warum die Dinge so sind wie sie sind – und wie man genau das für die eigene spirituelle Entwicklung nutzen kann. Für einen Tantriker ist alles eins, ein großes kosmisches Ganzes, in das sich alle Wesen und alle Phänomene eingliedern. Und wenn alles aus einem großen Ganzen, einem einzigen heiligen, schöpferischen Bewusstsein hervorgeht, gibt es nichts das nicht heilig wäre. Wer Tantra Yoga lebt, begreift das Leben als einen Schöpfungsprozess, als ein göttliches Spiel, dessen Ziel es ist zurück zu kehren in die Glückseligkeit der Einheit mit allem. Auf diese Weise werden der Weg zur Arbeit, der neue Geschäftsabschluss, das Liebesspiel und sogar emotionale Regungen wie Unzufriedenheit u. ä. zum Antrieb ständigen Wachstums und zum Grund glückseliger Fröhlichkeit. Tantra Yoga nennt das Leben eine Achterbahn, und Achterbahn fahren macht Spaß – egal ob wir gerade den Berg hoch oder runter rauschen! Der Traditionelle Tantra Yoga Kurs gibt uns Werkzeuge an die Hand, das Leben zu verstehen und freudig zu leben, immer vor dem Hintergrund des kontinuierlichen spirituellen Wachstums. Fragen an berlin@traditionelles-yoga.de **Adresse** Deutsche Akademie für traditionelles Yoga e. V. MahaYoga Zentrum Brunnenstr. 147 10115 Berlin Direkt am U-Bahnhof Bernauer Str. U8 - Fahrstuhlausgang

**⭐ NEW LOCATION! ⭐ PLEASE ARRIVE BEFORE 8PM! ⭐** The Creative Code Stammtisch is a casual show-and-tell for artists, makers, designers, coders, performers, learners and anyone interested in the use of computing skills for artistic expression. The event is free and open to all, regardless of age, origin, gender or experience. Beginners and first-timers should feel especially welcome! You don't have to be a coder yourself 😃 HOW TO FIND US? Find Prachtsaal Studio by crossing the courtyard next to Cafe Augusta on Jonasstr. 22, 12053 Berlin. **NOTE: NEW LOCATION!** WHAT SHOULD I EXPECT? We start with quick introductions, then open the floor to anyone who wants to present something. There are usually around six 10-minute slots available, plus time for questions from the audience. First-timers are encouraged to share their work. Topics range from net art to computational design and interactive installations all the way to wearable electronics or generative poetry. If you’re wondering whether your own project might fit, take a look at the [Stammtisch archive](https://creativecodeberlin.github.io/Stammtisch/) to see what others have shared in the past. This event is *not* just for coders! New-media artists and anyone working with technology in their art are very welcome to share. If you enjoy art and/or technology, you’ll likely have a great time, and maybe even learn something new! BEGINNERS WELCOME! If you’re new to creative coding, you can find beginner-friendly resources at [creativecode.berlin/learn](https://creativecode.berlin/learn). THIS IS YOUR SPACE We do our best to create a welcoming environment for all people regardless of race, ethnicity, color, religion, gender identity, sexual orientation, national origin, age, disability, or genetics. People from group generally underrepresented in open-source, art, and technology fields are warmly encouraged to come by. And if you know someone who might enjoy this meetup but isn’t sure it’s for them, let them know they’ll be welcome! SAFE SPACE POLICY We support the Berlin Code of Conduct: [berlincodeofconduct.org](http://berlincodeofconduct.org/) Please read and make sure you agree with its content. ACCESSIBILITY Prachtsaal Studio is located on an easy to access ground floor. We're very sorry to say that the bathrooms are not wheelchair accessible yet. DO I NEED TO SPEAK GERMAN? We speak mostly English so international guests are more than welcome! Our team also speaks French, Italian, Spanish, Dutch, Finnish and German... though language availability may vary depending on which organizers are present :) CONTACT Raphaël de Courville team@creativecode.berlin +49 (0) 176 70070572 or get in touch via [creativecode.berlin](https://creativecode.berlin/) *** The featured artwork of the month is by [Grit Kit](https://gritschuster.de/). We'd love to feature your work on the cover for the next Stammtisch! Please send an image at team@creativecode.berlin