Reminder: the MLOps Zoomcamp 2025 competition is live!

Your task: build an end-to-end ML system to detect bots in chat.

Why join?

🔸 Earn extra points toward your final grade
🔸 Walk away with a real ML pipeline, great for interviews
🔸 Practice MLOps in a realistic, hands-on project

How to get started:

🔸 Read the README
🔸 Set things up
🔸 Start building

Have questions? Ask in Slack. Good luck!