Deploying ML Models with Kubernetes 2025

🚀 Date: October 6, 2025 (Monday)
 ✨ Time: 5:30 PM – 7:00 PM EEST
 🎟️ Speaker: Alexey Grigorev – Founder of DataTalks.Club and creator of the Zoomcamp series
 ✨ Join the Slack community: datatalks.club/slack.html

ℹ️ About the Workshop:
This is the third workshop in the ML model deployment series, focusing on deploying services with Kubernetes – the go-to platform for container orchestration in production. Building on the FastAPI service from Part 1, you'll learn how to orchestrate and scale machine learning services in a real-world setup.

🎯 What You’ll Learn:
✅ How to containerize your model and preprocessing as microservices
✅ How to test your setup locally using Docker Compose
✅ How to deploy services to Kubernetes
✅ How to connect everything into a working ML system
✅ Basics of using EKS (Elastic Kubernetes Service) for managed deployments

🚀 Expect a live demo, real-world tips, and a chance to ask your questions.

🚀 Thinking About ML Zoomcamp?
This workshop reflects Module 5 of the free ML Zoomcamp, which started on September 15, 2025. It's a 4-month program designed to take you from beginner to advanced ML engineer.