📅 Week 4 Focus: Intro to MLOps & Deployment

This week is all about: 🚀 Packaging your model — move from experimentation to a reproducible, shareable format. 🛠️ Setting up basic infrastructure — explore tools like Docker, FastAPI, or simple cloud deployment. 🔁 Thinking in pipelines — how do you automate data inputs, retraining, or model monitoring? You don’t need a full production system — just a taste of how real-world projects scale and operate. Let’s bring your models closer to reality!

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🚀 Build & Learn: Data Science Meetup --- With Coffee 💡 Always wanted to build a data science project but struggle to start? Or just looking for a structured, motivating space to learn and create? This isn’t just a casual meetup—it’s a community-driven program designed to help you go from idea → working project → portfolio-ready presentation in 7 weeks.

🛠 What This Meetup Is About ✅ Guided learning and setup help—perfect if you’re new to data science or Python. ✅ A structured weekly challenge—each week has a focus, with clear milestones and community check-ins. ✅ Support and accountability—work alongside others, ask questions, and stay motivated through our Discord Server ✅ A final showcase day—present your project, get feedback, and celebrate your progress. ✅ In-person AND online participation—join us at the café or follow along remotely via Discord.

📌 You’ll walk away with: 🎯 A working project to add to your portfolio, GitHub, or resume 🎯 definitely some caffeine in your system ☕ 💡 Not sure what to build? Ever had a question that stuck in your head—something you wish you could map, analyze, or visualize? Now’s your chance. 🕵️ Can I map out corporate and government corruption based on their interactions? 🎶 Can I find movies based on emotions instead of genres? 💸 Are all skincare products really just the same thing in different bottles? 🗺️ Can I optimize my travels by balancing flexibility with smart planning? 🤖 Can I build an AI that rewrites history in different storytelling styles? (More ideas at the event! You can also bring your own!)

✨ 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 applications. 📅 When? Saturday ,June 7 11:00 AM- 1:00 PM 📍 Where? The Base, Pestalozzistraße 5-8, 13187 Berlin 💻 Bring: Your laptop, an idea, or just curiosity! 👩‍💻 **No experience needed—just curiosity.**Grab a coffee, meet cool people, and work on something fun.