Build & Learn: From Data Science to AI Engineering Week 5

Das Internationale Theaterinstitut Berlin bietet Raum für die fünfte Phase des AI-Engineering-Programms. Hier geht es um den Sprung von der lokalen Entwicklung in die Cloud-Umgebung. Der Fokus liegt auf der praktischen Umsetzung. Themen sind Docker-Container, CI/CD-Pipelines und die Anbindung an Google Cloud sowie Supabase. Sicherheit bei der Verwaltung von API-Keys und die Nutzung von Cloud-Scheduler stehen ebenfalls auf dem Plan. Das Programm ist auf sieben Wochen ausgelegt. Wer teilnimmt, arbeitet entweder am gemeinsamen Projekt oder setzt eigene Ideen um. Ein Laptop ist für die Arbeit vor Ort notwendig.

We are moving to Luma, check out future events there 📅 Week 5: Deploy your AI Application This event is part of our seven-week AI Engineering program, where we build an end-to-end AI application step by step and present our finished projects during Demo Day in Week 7. This week, we’ll move our application from local development to the cloud and we will only be using free tier options * Understand different deployment types * Introduce CI/CD pipelines concepts * Package everything with Docker and testing locally * Deploy your application using Google Cloud * Use Supabase for hosted postgresSQL + pgvector * Management of API keys and credentials securely with Google Secret Manager * Schedule jobs with Cloud Scheduler * Alternative simple deployment with interactive streamlit application By the end of the 7 week cycle, you should have a working AI application in your own GitHub repository and practical experience with AI pipelines, APIs, databases, retrieval, evaluation and deployment. You are welcome to follow the shared project or apply the weekly concepts to your own project. ✨ Who is this for? Anyone interested in transitioning towards AI engineering. No previous LLM or AI engineering experience is required. However, I recommend some basic programming experiences or be to help with your first build session. 💻 Bring: Your laptop and curiosity. Grab ☕ at the coffeeshop ​💬 Our slides and meeting link with be shared on our Discord → Join Discord Server