Inventors and Product Developers

📅 **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.

**Founders Running Club** (FRC) brings founders, investors, tech, creative people and startup enthusiasts together for weekly easy runs and networking. We like to be comfortable when we run and finish with coffee and conversations. Choose your pace or follow a pacer—pets, friends, family, are welcome. 🗓️ Launched in San Francisco, July 16, 2022 🌍 Now in 35+ cities 📅 Running + Networking events + Community **Join the community** [http://foundersrc.com/chats](http://foundersrc.com/chats) **Stay updated**: Instagram [http://instagram.com/foundersrc/](http://instagram.com/foundersrc/) Podcast [http://podcast.foundersrc.com/](http://podcast.foundersrc.com/) LinkedIn [http://linkedin.com/company/foundersrc/](http://linkedin.com/company/foundersrc/) Strava [http://strava.com/clubs/foundersRC](http://strava.com/clubs/foundersRC) Website [http://foundersrc.com/](http://foundersrc.com/)

**Step Out of Your Comfort Zone—Try Improv!** Want to boost your confidence and communication skills? Join our no-pressure taster sessions! Play, laugh, and discover the power of spontaneity in a supportive group. No experience needed—just show up and give it a go! Why join? * Get out of your comfort zone—improv pushes you to embrace the unknown in a fun, supportive environment. * Get out of your head—learn to trust your instincts and act in the moment. * Be social—connect with a diverse, welcoming community. * Gain confidence—practice handling unpredictable situations with ease. * Have fun ! This is just a taster. If you want to go deeper, you can join the 8 weeks program. Book a ticket here: https://rausgegangen.de/events/improv-taster-0/ **Location:** To find the TheaterSpielRaum, go left to the entrance of the Bethanian to go to the south west part of the building. Continue 40 meters past the "Mural to Carlo Giuliani" to find the stairs leading to the training room. Here is the Maps link: https://maps.app.goo.gl/3v7wEZyQeYiDQw4VA **About the Teachers** This workshop is led by Lorenz von Römer and Stéphane Piette, two passionate engineers who discovered improv together six years ago—and never looked back. Fascinated by how improv transforms communication, creativity, and confidence in both personal and professional life, they’ve been teaching and performing ever since. With years of experience on stage and in the classroom, they’ve brought improv to audiences across Berlin and internationally, performing in English, French, German, Italian, and Spanish. In 2023, they founded *Check la Lage*, a monthly show that unites improvisers from different companies, and were key players, teachers, and coordinators for *Liber*, a long-standing French-German improv company in Berlin.Their approach blends technical precision with playful spontaneity, making improv accessible and impactful for everyone—whether you’re looking to boost your public speaking, connect more authentically, or simply have fun. Join them for a session where curiosity meets courage!

**You’re not alone in this founder journey.** Join GrowFirma’s **Founder Meet & Greet** this Saturday evening for a relaxed, no‑agenda meetup with fellow founders, early‑stage builders, and startup enthusiasts in Berlin. This is your chance to: * Connect with other founders in person over drinks and snacks. * Share your current project, get quick feedback, and exchange ideas. * Find potential co‑founders, collaborators, or mentors in the Berlin ecosystem. * Get introduced to upcoming GrowFirma events: **Solo Founders Assist** and **Founders Pitch Feedback**. There are no formal pitches, no slides, and no pressure - just honest conversations, new connections, and founder energy. **Want to stay updated?** Join the **GrowFirma Founder Community** (WhatsApp / LinkedIn group) for weekly event reminders, founder tips, and exclusive news: 👉 [Community](https://chat.whatsapp.com/H5MlDQgJtG0GF6WdRu3dYb?mode=gi_t) Whether you’re just starting out or already building, this is your weekly Berlin founder hangout. See you there! 🚀

Welcome to **Electric Social** \- Berlin’s electrifying arcade bar where nostalgia meets nightlife\! Think neon lights\, beers\, retro games\, and the unbeatable Sip Happens vibe you know and love\. Join us for a night of laughter, friendly competition, and laid-back fun as we take over one of Berlin’s coolest new spots. Whether you’re a Mario Kart master, a pinball wizard, or just here for the vibes, there’s something for everyone. 🎮 **What to expect:** ✨ A full bar with great drinks and booths to hang out in 🕹️ Classic arcade & video games to battle your new friends 🥂 The friendliest crowd in Berlin (that’s you lot!) 💬 Chill areas to chat, connect and hang out between rounds This isn’t your average night out — it’s a chance to play, laugh, and meet new people in a place built for fun. So grab your tokens, bring your A-game, and get ready for another unforgettable Sip Happens night! 📍 **Electric Social, Berlin** 🗓️ **Doors open at 20:00** 🎟️ RSVP now to secure your spot – it’s going to be *next-level fun!*

**Get ready for savage laughs, kinky confessions, and top-tier comedians spilling the tea on all things fetish. At the legendary Incognito Showpalast, smack in the heart of Schöneberg's iconic LGBT+ nightlife district. (In English!)** Presented by Vilain Garçon Part of BLACKWEEKENDBerlin by male.space – the ultimate leather & fetish blowout! Doors slam open: 8:30 PM Show explodes at: 9:00 PM ***This show is open to all genders and sexualities! We are an English-language event with a k!nky vibe but everyone who is open-minded with a good sense of humour is welcome! Dress up in fetish or just dress however you want!*** **HOST:** **BEN MacLEAN** Ben MacLean has over 30 million views online and is one of Berlin’s most established comedians. A long-time member of BLF e.V – Berlin Leather Fetish, he has hosted the FETISH COMEDY SHOW since it burst onto the scene in 2016. He also emcees Go West Comedy, one of the city’s longest-running showcases, and has performed around the globe. The world’s only diplomat turned comedian, he also works as a flight attendant and content creator. All this to say, If you recognize Ben from some of his “non-comedy” content online, that’s something he’ll neither confirm nor deny. **HEADLINER:** **EMIN AFANDI** Emin Afandi is a Berlin-based comedian originally from Azerbaijan. Known for his sharp and sexy stand-up, Emin's comedy often draws comparisons to Joan Rivers and Ali Wong, particularly for his adeptness at weaving sexual themes into complex political and social discussions. Emin has traveled extensively and performed in many countries across Europe, enhancing his exposure and experience in diverse comedic environments. He also hosts the popular monthly show "Worldvision Comedy Contest," a highlight in Berlin's comedy scene. You can check out his podcast, "The Universe of Roast," available on Spotify. **FEATURED PERFORMER:** **JULIETA** Julieta is a Berlin-based stand-up comedian, active participant in the kink scene, and your favourite bad idea with good timing. She produces and hosts English-language comedy showcases, performing in some of Berlin’s most legendary nightlife locations, including KitKatClub, Kater and Club OST. At parties like Pinky Promise, Fourplay and Liminal she also offers kinky tarot readings that tell you exactly what you already know—but hotter! Originally from somewhere mysterious in the south, she performs across Europe and even the USA--whenever that goes back to being chill. Please note that the lineup for this show may change due to unforeseen circumstances, however we always promise high-quality sexy comedy. Ticket prices Advance purchase: €17 (limited quantity discount price)-€24 (advance purchase) (plus booking fee) At the door: €30

Für Mitglieder von Text Collective Berlin ist die Teilnahme an dieser Veranstaltung kostenlos. Nicht-Mitglieder werden um einen Teilnahmebeitrag von zehn Euro gebeten. Hier buchen: [https://textcollective.de/ticket](https://textcollective.de/ticket) Es handelt sich um einen moderierten Workshop. Bei mehr als 20 Teilnehmenden teilen wir die Gruppe mit zwei Moderatoren auf. Kreative Schreibübung mit anschließender Diskussion zum Erfahrungsaustausch, Inspiration und Motivation zu sammeln. Ein Raum für alle, die kreativ schreiben möchten – egal ob du gerade erst anfängst oder schon länger schreibst. **Jeden ersten Samstag des Monats von 15:00 Uhr bis 17:00 Uhr in der ufaFabrik in Tempelhof.** **Was dich erwartet:** In unseren Treffen arbeiten wir mit abwechslungsreichen Schreibimpulsen, die neue Perspektiven eröffnen und spielerisches Experimentieren ermöglichen. Du schreibst direkt vor Ort, teilst deine Texte mit der Gruppe (freiwillig!) und erhältst konstruktives Feedback. Die Atmosphäre ist offen und unterstützend. Hier darf ein Text noch unfertig sein, eine Idee noch roh, ein Gedanke noch unausgereift. In dieser Atmosphäre gegenseitiger Wertschätzung entsteht der Mut, sich auszuprobieren und die eigene Stimme zu entdecken. Wir lesen einander vor, geben Rückmeldung, ermutigen uns gegenseitig und praktizieren das Zuhören.

Welcome to Sunday Tech Coffee. This is a **networking** event for those in the tech industry in Berlin. We are usually inside and to the right. Ask the barista/bartender if you can't find us.

## **DNA. presents "IMPROV MEET UP"** for Everyone to explore spontaneity on stage & play fun scene games in a friendly atmosphere. ‍ **AIM:** * Meet cool people * Perform on stage * Enjoy improv games * Learn to tell short, interesting stories * Build confidence on stage ‍ ##### INDIVIDUAL CLASS INCLUDES: * ice break with warm-up games * exercises to start thinking "scenic" * show games ‍ #### **YOUR COACHES:** Roby Dematt has played improv for years. Performs regularly at ImprovWorks and BerlinoItaliaImprov. He´s part of several troups and took part in improv festival and workshops all around Europe. ‍ ##### WHAT TO BRING: comfy cloths and shoes, notebook / pen & paper ‍ #### **WHEN:** Every Sunday 2.30 - 4 pm ‍ #### **WHERE:** [DNA. ART HOUSE](https://maps.app.goo.gl/4XrC8gTPtdDGb3oB6) Wrangelstraße 25 10997 Berlin ‍ #### SPOTS: Everyone is welcomed. Beginners friendly. ‍ #### ‍**TICKETS:** Box Office: Free for DNA. Members\* / 15e regular (Daily Membership\*\*) **[> See more Info about DNA. Membership](https://www.dna-artclub.com/dna-member)** ‍ See You Soon. Love. Roby & Geoff & DNA. ‍ *** For more insights, follow us on IG: [@nightart.club](https://www.instagram.com/nightart.club) \*Members of Dair Night Art e.V. and Subscribers of DNA. Art GbR. \*\*By entering the DNA. ART HOUSE, You agree to comply with the [Hausordnung of Dair Night Art e.V.](https://dairnight.com/hausordnung) and [Geschäftsordnung of Dair Night Art e.V.](https://dairnight.com/geschaftsordnung) Please ensure You review these documents thoroughly in advance.

It's short-form improv by the sweetest people on earth, including... YOU! Hosted by members of ImprovWorks, it's Berlin's only short-form improv jam! We'll pick some improv games in a range of difficulties, and if you want to play, just sign up. We aim to create an atmosphere where both first-timers can feel comfortable and supported getting on stage, and more experienced performers can get some fun practice. Doors: 19:30, Jam: 20:00 Tickets are free, but limited in number, get yours in advance to avoid disappointment: [https://www.improvworksberlin.com/shows](https://www.improvworksberlin.com/shows)

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/access-consciousness-einzelsessions/access-bodyprozesse.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.

Curious what we do? Check our [Instagram](https://www.instagram.com/filmmakersandmovienerds/) ♥️ Would you like to meet some like-minded filmmakers? Start a project? Or do you need help with a movie you are currently working on? Are you new in the city and you'd like to meet people tinkering with movies? **Then you should join us!** We meet every Sunday. It’s important to us that we get to know each other in person. To create a community of connected people, work, learn and grow together. For film making you need a crew of reliable people with a positive can-do-attitude. This is the place to find them. Together, we will talk about these topics: * What you are currently working on * What you need help with * What would you like to help with * What you you would like to learn This is event is great for: * filmmakers * movie nerds * writers * camera operators * editors * actors * sound recorders * composers * gaffers * producers We are limiting the amount of people, so we can have a structured introduction and discussion. After that we get together loosely with some drinks and chats. And then we mostly go for dinner with a couple of us. **Important information**: *To sustain and grow this amazing community, we started a member contribution that is due every month. The money we collect is used solely for the purpose of the community. Of course you can come once or twice without contributing to check us out!*

* Find us on IG: [@neurocrafting.berlin](https://www.instagram.com/neurocrafting.berlin/) **Welcome to the Knitting Club!** °˖✧◝(⁰▿⁰)◜✧˖° Want to work on that project you have been ignoring for weeks, months... even years?? This is your event. We will give each other support while having some tea and biscuits. If you also would like to learn how to knit or crochet, yarn, knitting needles/crochet hooks, and instructions will be provided. **There is a donation of a minimum of 3-4 euros to cover the materials and organization.** In case you wish to pay via paypal: [[neurocrafting.berlin@gmail.com](mailto:neurocrafting.berlin@gmail.com)]

Join us for a practical, founder-friendly deep dive into trademarks and brand protection with a licensed business and intellectual property attorney. **Speaker:** Gaea Kassatly Founder & Managing Attorney, GK Law Co. Startup & Intellectual Property Attorney In this session, we will break down what trademarks are, how they work, and how to use them strategically to protect and grow your brand. Whether you’re a startup founder, creative, or small business owner, this workshop will help you avoid common (and costly) trademark mistakes. ### **What we’ll cover:** * What qualifies as a trademark (and what doesn’t) * The core elements of a trademark, explained in plain English * Types of trademarks (word marks, logos, slogans, and more) * A detailed walkthrough of each trademark element * Non-traditional trademarks (sounds, colors, product shapes, trade dress, etc.) * Common trademark myths and pitfalls for small businesses * How to think about trademarks strategically as your business grows This is a paid event (small fee) to help ensure attendance and engagement. ⚠️ **Important note:** This event will be recorded. By registering and attending, you acknowledge and consent to being recorded. The session will include time for Q&A, and attendees will leave with a clearer understanding of how to protect their brand with confidence. 🎁 Bonus for attendees: Everyone who attends will receive a free consultation at the end of the workshop and will be entered into a raffle to win a free trademark clearance search (a $750 value).

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!

**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 **Abstract** TBD **YouTube Link** TBA

Christians in Tech is a community at the intersection of faith and technology. Our meetups are designed to spark meaningful conversations, promote knowledge sharing, and encourage growth—both in your career and your spiritual walk with God. Whether you're an experienced professional or just starting your tech journey, CIT welcomes you. Our Website [https://linktr.ee/citcbus](https://linktr.ee/citcbus) Sponsors and Partners * Improving (Venue Sponsor) * Bethel World Prayer Center (Fiscal Sponsor) * Fruits & Roots (Coffee Partner)

**Web Design Decoded: Tools, Practices, and Proven Processes:** **Semantic HTML** At WebDev Columbus, we are exploring some of the most important topics of professional high-end web design and page building. Primarily focused on site building in the WordPress environment, our group explores tools, tips, and techniques for building the best WordPress sites possible. Additionally, we focus on disciplines and technologies that take website design from visually appealing to optimized spaces for delivering you and/or your client's message effectively and with a nod towards extended reach. Each session combines practical demonstrations with real-world insights, giving you actionable knowledge you can apply immediately. Whether you're a seasoned developer looking to enhance your design skills or a newcomer wanting to understand design best practices, this series offers valuable insights for every skill level. **What to expect:** * Hands-on demonstrations of popular design tools * Best practices for design-to-development workflows * Tips for creating responsive, accessible designs * Real-world problem-solving scenarios * Interactive Q&A sessions * Networking opportunities with fellow developers **Each meetup features:** 60 minutes of focused presentation 30 minutes of live demonstrations 30 minutes for questions and discussion **See you there!** Our casual, collaborative environment encourages learning from both presenters and fellow attendees. Bring your questions, share your experiences, and connect with Central Ohio's web development community! **Stay tuned for specific session topics and dates.**

NFT's are here to stay folks! This is a group for like minded people interested in understanding, leveraging, using, creating for, profiting from, trading too i suppose, NFT's.. everything around them, complexity, fear and exploits, best practices and more. **PLUS** This group will talk AI ART tools, techniques, artists, video, audio, prototypes and more in the AI assisted production space- ART specifically, but we can get into any aspect of some of the cooler things happening in AI in general.

**People Analytics 101: Making Sense of Compensation Data** Compensation data is one of the most widely used and widely misunderstood forms of people analytics. The session will cover where compensation data comes from, including market pricing data, internal payroll data, and benchmarking sources, and how companies think about structuring and analyzing that information. We will explore how compensation data is leveraged to set salary ranges, manage internal equity, support hiring and retention, and align pay with business strategy. A portion of the session will address common data challenges and limitations, such as market noise, inconsistent job matching, and incomplete datasets, while keeping the primary focus on practical use rather than technical depth. The session will also look ahead at where the space is going, including the growing impact of pay transparency laws, expanding pay equity requirements, and emerging regulations in the US and Europe that require organizations to report on gender and pay gaps. The goal is to give attendees a clear mental model for how compensation analytics works today and why getting it right is becoming increasingly critical. (note: we are back at Rev1 this month!) **About Our Speaker** [Alex Moore](https://www.linkedin.com/in/alexscottmoore/) is the founder of [Moore Cooperative](https://moorecooperative.com/), where he advises organizations on compensation strategy, pay equity, and people analytics. His work focuses on helping organizations like the Ohio Supreme Court design, analyze, and communicate compensation systems that are data-informed, defensible, and aligned with organizational goals. Alex lives in Granville, Ohio and has three little kiddos. More info at [cbusdaw.com](https://cbusdaw.com)