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Build & Learn: Data Science with Coffee [Cohort 6 Image Processing]
đ
**Week 4 Focus: Calling LLM via API**
Each 7-week cycle focuses on a small, well-defined part of a larger systemâand 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!
đ By the End of a Full Cycle, You should Have
đŻ A working project in your own GitHub repo
đŻ A small but real portfolio piece you can demo or write about
đ§ **Current Project**
This cycleâs shared project is an **image-based knowledge extraction system**.
In Week 3, we trained a deep learning object detection model (YOLO) and learned how modern computer vision models are built.
**In Week 4** we will try **LLM-based image understanding via APIs** to extract structured information from images and comparing this approach with traditional computer vision and building your own deep learning methods.
*
\*\*\*
**đ Who Is This For?**
đč Beginners who learn best by doing â no prior experience needed
đč Career switchers from product, engineering, design, marketing, or other fields who want to break into data
đč Analysts, engineers, and PMs looking to sharpen their skills or build real-world projects
đč Data professionals who want a creative playground outside of work
đč 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.
đ Based in Berlin â in-person meetups only (for now!)
đ» Laptops + â highly encouraged
Join our Discord â [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)
\*\*\*
âš Whoâs Hosting?
Iâm Lindsey, a senior data scientist working on AI, causal inference, and data products. Iâve built models for fraud detection, uplift modeling, and LLM-based systems. I am always open to suggestion for different format for this meetup.
Philosophy talk - Treptow-Köpenick
Philosophy Discussion Meetup â Exploring Lifeâs Big Questions Through Books
Join us for an open and friendly philosophy meetup where we explore lifeâs deepest questions through thoughtful conversation, shared reading, and discussion.
Each participant is welcome to bring a book they are currently reading and share interesting ideas or questions from it. One of our main reference books is Sophie's World, which we often use as a starting point for discussion.
đ What to Expect
Each meeting follows a relaxed and engaging format:
Welcome & Introductions (10 minutes)
Brief introductions and sharing what everyone is reading.
Book & Topic Sharing (20 minutes)
Participants present a short passage, idea, or question from their book.
Group Discussion (45â60 minutes)
Open discussion based on the shared material, often inspired by Sophie's World and related philosophical themes.
Wrap-Up & Social Time (15 minutes)
Final reflections and informal conversation.
No prior philosophy background is requiredâcuriosity and openness are enough.
đ What to Bring
Please bring:
A book you are currently reading (optional but encouraged)
One or two questions or ideas from your book
A notebook and pen (optional)
If you donât have a book, you are still very welcome to join and participate.
đ How to Find Us
We meet at:
Milchkaffee
KirchstraĂe 5, 12555, · Berlin, DE
Look for a group with books and notebooks on the table
Feel free to join even if you arrive late.
đ€ Group Values
Respectful and open discussion
No judging or âwinningâ arguments
Everyone gets a chance to speak
Different viewpoints are welcome
Curiosity over certainty
Whether you are new to philosophy or a long-time reader, this group offers a supportive space to think together and learn from one another.
We look forward to reading, questioning, and reflecting with you.
Stickerei-Zeichenworkshop
Wir laden dich herzlich zu einem besonderen Workshop ein, in dem Zeichnung und Handstickerei auf kreative Weise miteinander verschmelzen.
Gemeinsam verwandeln wir einfache Zeichnungen in gestickte Kunstwerke. Du lernst die Grundlagen der Handstickerei, den bewussten Umgang mit Farben und wie FĂ€den als ausdrucksstarkes, kĂŒnstlerisches Medium eingesetzt werden können. Schritt fĂŒr Schritt entsteht so dein ganz persönliches Werk.
Der Workshop ist sowohl fĂŒr AnfĂ€nger\*innen als auch fĂŒr Teilnehmende mit Vorkenntnissen geeignet. Im Mittelpunkt stehen KreativitĂ€t, Achtsamkeit und das handwerkliche Arbeiten als individuelle Ausdrucksform â entschleunigend, inspirierend und meditativ.
**Jeden Samstag**
**14:00 â 16:30 Uhr**
**TeilnahmegebĂŒhr:** 20 ⏠(inkl. aller Materialien)
âš **Unsere Empfehlung:**
Melde dich direkt fĂŒr **3 Termine** an, um dein gesticktes Bild in Ruhe fertigzustellen.
**3-Termine-Paket:** 50 ⏠inkl. Materialien
Lass deiner KreativitÀt freien Lauf und entdecke die Verbindung von Linie, Farbe und Faden!
Coffee Run Club Lichtenberg
Fuelled by our pre-workout Espresso we go on a scenic run to Treptower Park. Whether you're training for a marathon or just decided to give running a shot: with us, you are welcome. We offer 5k or 10k routes, both with plenty of talk and good vibes all the way.
> Meet us @ 9:20 AM @ Green Wall Coffee Lichtenberg
> Get your pre-workout Espresso for only âŹ1
Chinese-German language exchange
!!! Note the corrected meeting spot, which for some reason keeps getting changed in the event: [https://maps.app.goo.gl/L8SuKJxoLLa8hXCdA](https://maps.app.goo.gl/L8SuKJxoLLa8hXCdA)
\-\-\-
**Mandarin Learner Meetup in Berlin! *(Free resources below)***
**Learning Mandarin is like trying to tame a** đČ**.**
It can feel frustrating, but youâre not alone. **[WeHanzi](wehanzi.com)** is here to support!
**[WeHanzi](wehanzi.com)** is an independently built iOS app created by Ben and Gina.
We've turned the entire learning experience into ***Comprehensible Input* through both simplified and traditional manga** with support for **Zhuyin**, **Pinyin**, **flashcards**, **audio**, **direct translation**, an integrated dictionary.
We also specifically design region-specific language to reflect real-life usage in both **mainland Chinese Mandarin** and **Taiwanese Mandarin**, allowing you to naturally compare and explore the differences between the two, so you donât end up saying something that makes perfect sense in Beijing, but gets you funny looks in Taipei đ.
Now, together with our good friend Matthias from **[Gemeinsam Chinesisch & Deutsch lernen](https://www.meetup.com/gemeinsam-mandarin-chinesisch-und-deutsch-lernen/events/308204343/?eventOrigin=group_upcoming_events),** weâre inviting you to our very first **in-person Mandarin Learner Meetup in Berlin** together!
All levels are welcome, from beginners to advanced learners. Just come hang out, share your stories, laugh at our tone mistakes! As a community, we can learn from each other and turn Mandarin into a piece of cake! đ°
**Come and join us!**
đ± App: [Wehanzi.com](https://wehanzi.com/)
đž Free bite-sized resources: [Instagram](https://www.instagram.com/wehanzi/)
đ More free tools: [wehanzi.app/menu](https://wehanzi.app/menu)
**đABOUT THE MEETING SPOT**
Please note that we will meet HERE, on the 3 wooden tree benches slightly left of the main entrance gate of Tempelhofer Feld:
[https://maps.app.goo.gl/L8SuKJxoLLa8hXCdA](https://maps.app.goo.gl/L8SuKJxoLLa8hXCdA)
We'll meet at the meeting spot first and then - depending on the weather - decide as a group to either walk around Tempelhofer Feld or go to a closeby restaurant to warm up and chat. So please be on time. Or if you are running late or can't find us, just give Matthias a call on 0176-21984345.
See you all soon,
Gina & Matthias
Saturday Afternoon Creative Coffee and Talk
**Relax. Connect. Create. đšâ**
After a full week of work, meetings, study sessions and life in fast-forward, itâs time to slow down. Join us this Saturday afternoon in Berlin for a relaxed coffee hang-out where this week's agenda is good company & warm drinks. You're also invited to bring some boardgames, drawing/coloring materials (I will bring an adult coloring book)
**Whatâs the plan?**
Weâll meet in a cosy spot, draw, chat about everything and nothing, swap stories and simply enjoy the moment. No pressure. No formalities. Just a bunch of friendly people sharing a Saturday coffee.
**Whoâs welcome?**
Everyone! Whether youâre a Berliner born and raised, newly arrived in the city, from Germany or abroad, if you like meeting open-minded folks and spending some relaxed timeâcome join us.
**When & how?**
Saturday afternoon. Detailed time and place in our Telegram group.
âĄïž Join us on Telegram: [https://t.me/berlinsaturdaycoffee](https://t.me/berlinsaturdaycoffee)
Hop in, say hello, and weâll share the final details.
**Why join?**
* Because you deserve a break.
* Because you enjoy being creative.
* Because you enjoy boardgames
* Because meeting new people sparks fresh energy.
* Because coffee tastes even better when shared.
* Because Saturday afternoons were made for this.
Respect and Safety:
There is always at least one organizer present at every meetup. If you ever feel unsafe or bothered by someoneâs behavior, you can reach out to an organizer privately. Your identity will remain confidential, your concern will be taken seriously, and no inappropriate behavior is tolerated â anyone making others feel uncomfortable will be removed from the group immediately.
We hope to see you there. Bring yourself, your smile, drawing materials, your storiesâor just your comfy self. đ
Letâs make Saturday a little more laid-back, a little more social and a lot more nice.
See you soon!
âYour Saturday Creative Coffee Crew â
Founders Running Club :: Berlin
**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 pacerâpets, friends, family, are welcome.
đïž Launched in San Francisco, July 16, 2022
đ Now in 35+ cities
đ
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/)
Microsoft Office Events This Week
Discover what is happening in the next few days
Productive Sunday Morning - Co-Working Session (Deep Work, all work welcome)
Hey everyone!
Iâm organising a co-working + socialising session for all of us who like to work on something (e.g. our own project, freelance or remote work) but don't feel like sitting alone at home. đ
To ensure that we have both **socialising** AND **working**, we will be using the so called âPomodoroâ technique:
**50min of deep work** (silent), followed by **10min of break** to socialise. Then repeat! If you get into flow, you're also welcome to skip the breaks.
Itâs an effective way to stay focused - you can read more about it [here](https://en.wikipedia.org/wiki/Pomodoro_Technique).
Anyone from any background is welcome, whatever project you are working on or whatever is your personal background.
I (the host) speak English and German, so either is fine :-)
ââââââââââââââââââ-
AGENDA:
* **15min Intro**
* Get to know everyone, talk about what you will work on today
* **Pomodoro Session** (3x) - *Each Pomodoro session consists* *of...*
* ...**50min** of uninterrupted âdeep workâ (no talking, no interruptions, no phones)
* ...**10min** of break: share your progress with others, talk about what you are stuck on etc.
* Repeat
* Conclude and celebrate your progress
Share your progress, socialise and get to know others đ
ââââ
We'll be at the Social Hub Berlin (they have a food menu in case you get hungry). The structured part will end at 2:30pm, but you're welcome to stay longer, go for lunch together, or leave earlier. See you there đ©”
**\*\*We'll reserve the long table. Please update your RSVP in advance if you can't attend!\*\***
18 Uhr PhilosophieParty: Werkzeuge der Philosophie - nĂŒtzlich fĂŒr alle
Wir werden spontan ein Thema oder Problem auswÀhlen
und dann mehrere klassische Methoden der Philosophie
daran ausprobieren.
Das heiĂt, dass der Einstieg diesmal von mir geleitet wird,
erst danach kann frei diskutiert werden.
Durch diese Herangehensweise sollen den Teilnehmern Werkzeuge zur Handhabung des eigenen Lebens in die Hand gegeben werden. Denn Philosophie geht weit hinaus ĂŒber Plauderei, heiĂe Luft oder abstrakte Glasperlenspiele. Philosophieren heiĂt auf eine bestimmte Art an sich selbst zu arbeiten.
Die Veranstaltung richtet sich an alle - AnfÀnger und Fortgeschrittene.
Dieses Event ist auch als EinfĂŒhrung fĂŒr jene geeignet, die noch nicht viel mit Philosophie anfangen können. Aber selbst Kenner der Materie werden dieser Methodik etwas abgewinnen können.
Als ein Werkzeug werde ich auch eine speziell "trainierte! KI anbieten.
Wie immer: Schwurbler und Missionare fĂŒr Rechts und Links-AuĂen sowie andere "erleuchtete" Gruppierungen sind hier falsch.
In-person MBTI Workshop hosted by Michael!
On Sunday, February 15, weâre inviting you to a facilitated session of our MBTI MeetUp!
Using the 16 Personalities Test, youâll get to know yourself on a deeper level. Youâll meet like-minded people from your color family, explore what you truly share â and then experience in a mixed small group how very different personality types can come together to form a fantastic team.
This time, weâll meet at betahaus Berlin Kreuzberg, LobeckstraĂe 30, right at Moritzplatz.
Please try to arrive on time! To enter the coworking space, just give our co-host Michael Metzger a quick call â weâll post the number in the comments on the day of the event.
Coffee, tea, and cold drinks will be provided on a donation basis.
Feel free to bring a snack to contribute to our shared buffet.
âž»
Agenda
15:00 Arrival & Check-In
15:30 Introduction: 16 Personalities
16:00 Round 1: Finding Common Ground
16:30 Round 2: Mixed Small Groups
17:00 Insights & Wrap-Up
17:30 Social Hangout & Networking
âž»
We canât wait to see you there!
Acro Yoga Kurs/Jam
AKRO YOGA
Jeden 2. Sonntag: Kurs
Jeden 1., 3., und 4. Sonntag: Open Jam
15 bis 18Uhr
\*KURS\*
Partner-Akrobatik im Offenen Wohnzimmer - Open Level Class
Der Kurs richtet sich an alle, die noch nie Partnerakrobatik ausprobiert haben, aber motiviert und interessiert sind. Aber auch fĂŒr Menschen, die schon Erfahrungen mitbringen, wird etwas dabei sein. Wir praktizieren L-Basing (bei der eine Person auf der Erde liegt und eine andere Person auf den FĂŒĂen oder Armen balanciert).
Wir werden uns jede Woche mit einem neuen Flow beschÀftigen, wobei unser Fokus vor allem auf sauberer Technik und Sicherheit liegt.
Du kannst gerne alleine kommen, wir werden im Kurs Partner\*innen zum Ausprobieren der Flows finden.
Du brauchst: Bequeme, eng anliegende Kleidung, etwas zu trinken. Matten sind vor Ort.
\*OPEN JAM\*
Partner-Akrobatik im Offenen Wohnzimmer - Offene Jam
Du möchtest deine neu gelernten Flows und Figuren aus der Partnerakrobatik mit anderen Menschen ausprobieren? Dann bist du hier genau richtig. Wir wollen gemeinsam einen Raum schaffen, in dem wir gemeinsam an unseren Flows arbeiten und kreativ experimentieren können.
Nach einem gemeinsamen Warm Up wird frei ausprobiert, um am Ende bei einem gemeinsamen Cool Down wieder zusammen zu kommen.
Du kannst gerne alleine kommen, es wird genug potentielle Partner\*innen vor Ort geben.
Du brauchst: Bequeme, eng anliegende Kleidung, etwas zu trinken. Matten sind vor Ort.
\*\*\*\*
Anmeldung erforderlich : melde dich bitte an unter [akro@filua.de](mailto:akro@filua.de)
Let's Go Play Pool
Are you ready to break, aim, and pocket your way to a fantastic time? Join us for an exhilarating pool playing event that caters to everyone, from beginners eager to learn the ropes to seasoned experts looking for a friendly challenge!
**What to Expect:**
đ **Fun and Inclusive Atmosphere:** Whether you're a newbie or a pro, everyone is welcome! Our event is designed to create a friendly and welcoming environment for players of all skill levels.
đ **Learn the Basics:** New to pool? No problem! Our event will feature a brief tutorial session to get beginners acquainted with the rules, techniques, and fundamentals of pool playing.
đ„ **Friendly Competition:** For the seasoned players, get ready to showcase your skills and engage in some exciting matches. Challenge others, make new friends, and enjoy the thrill of friendly competition.
đ» **Refreshments and Socializing:** Take a break between games to enjoy some beers and socialize with fellow pool enthusiasts. Share tips, tricks, and stories about your best shots or most memorable games.
**How to Join:**
**1.** **RSVP**: Secure your spot by confirming your attendance on the Meetup page and purchasing your tickets online.
**2.** **Bring Friends:** The more, the merrier! Invite your friends and colleagues to share the joy of playing pool and mingling.
Sunday Tech Coffee Meetup
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.
Filmmakers & Movie Nerds Meetup #167
Curious what we do? Check our [Instagram](https://www.instagram.com/filmmakersandmovienerds/) â„ïž
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. Itâs 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!*
Microsoft Office Events Near You
Connect with your local Microsoft Office community
TBD
**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
Neurospicy Columbus - Join us for Stauff's Coffee and Book Loft
Join Neurospicy Columbus at the Stauff's for coffee and then a stroll through the Book Loft nearby!
This will be a friendly chat for like minded individuals with Autism and/or ADHD (or somewhere on the Neurodiverse Spectra).
For the Love of Atlassian! Using Atlassian to manage your passion projects
Please join the Columbus Atlassian Events Team for an evening program where we show you how we are using the Atlassian tools to track, manage and collaborate with others on our hobbies, From Jira & Confluence and Lego, to Tabletop gaming and Trello to miniature painting and Jira. Join the Columbus Atlassian leaders as they walk you through how the Atlassian tools enhance their passion projects.
We'll go over space structures, lessons learned as we built and tracked our project and how it helped us organize group adventures.
Looking forward to sharing our fun with you!Please take note of the New Location and Time of the event.
Pay Parking can be found on street, and in locations marked.
Agenda
---
Speakers
Kimberly Deal - Columbus Atlassian User Group Leader
Greg Sprowls - Columbus Atlassian Community Leader
Kevin Stanley - Columbus Atlassian User Group Leader
Moderators
Kimberly Deal - Columbus Atlassian User Group Leader
Greg Sprowls - Columbus Atlassian Community Leader
Kevin Stanley - Columbus Atlassian User Group Leader
Hosted By
Kimberly Deal, Atlassian User Group Leader
Kevin Stanley, Chief Everything
Greg Sprowls, Agility Lead
---
Global Partner
Atlassian (http://atlassian.com)
Millions of users globally rely on Atlassian products every day for improving software development, project management, collaboration, and code quality.
For over a decade, Atlassian customers have come together to network, share ideas, solve problems, and find new ways to use Atlassian products. Today, more than 15,000 people take part in Atlassian community events in more than 30 countries.
---
Complete your event RSVP here: https://ace.atlassian.com/events/details/atlassian-columbus-presents-for-the-love-of-atlassian-using-atlassian-to-manage-your-passion-projects/.
Building Agents with Microsoft Foundry
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.
Columbus Code & Coffee 83 @ Improving
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!
Vibe Coding in the Real World (of M365 and Copilot)
The **Chicago Microsoft Power Platform User Group** invites you to our session on Vibe Coding!
**Vibe Coding in the Real World (of M365 and Copilot)**
Ralph and Craig show the latest Patterns and practices for Vibe coding app creation around the freshest tools like App Builder and what has been improved in Power Platform. Effective Prompting and understanding when to use which will be covered in this demo filled event where you can BYO Copilot in a workshop format live or remotely.
**Agenda - Wednesday, February 25th**
5:30 pm Central - Welcome and Intros
5:45 pm Key news and announcements
6:00 pm - **Vibe Coding in the Real World (of M365 and Copilot )**
6:45 pm- Ask us anything - We will try to answer :)
Hope you join us!
Craig & Ralph
COhPy Monthly Meeting
**NEW LOCATION: Improving Office in Franklinton**
Physical location:
Improving Office
330 Rush Alley Suite #150
Columbus, OH 43215
Schedule:
* 6:00 p.m.: Socialize, eat, and drink. Improving will be providing pizza and beverages.
* 6:30 to 8:00 pm. Main meeting and presentation(s).
See the handy Parking Map - we recommend street parking.
[Street Parking Map](https://docs.google.com/presentation/d/1u2A4fLNlxwLJn0KA_hKc8bnFlFHLvsHBDh-_8wzX_tk/edit?usp=sharing)
We meet on the last Monday of each Month. Presentations are given by members and friends of this group. If you would like to do a presentation (small or large) on a python topic, please contact centralohpython@gmail.com








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