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Deploying ML Models with FastAPI and uv

2025-08-11
English

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? Date: August 11, 2025 (Monday)
 ? Time: 5:30 PM – 7:00 PM EEST
 ?️ Speaker: Alexey Grigorev – Founder of DataTalks.Club and Zoomcamp creator
 ? Join the Slack community: datatalks.club/slack.html

? About the Workshop:
In this live session, Alexey Grigorev will walk you through deploying machine learning models using FastAPI and uv, a modern Python environment and dependency manager. You'll leave with a working web service exposing an ML model—ready for production use.

? What You'll Learn:
✅ Structuring ML projects for deployment
✅ Managing environments with uv
✅ Building & exposing ML models via FastAPI
✅ Comparing FastAPI vs Flask for serving models
✅ Containerizing and preparing your app for production

? Expect a live demo, practical tips, and a chance for Q&A.

? Thinking About ML Zoomcamp?
This workshop is a sneak peek into what you’ll learn in the ML Zoomcamp, a free 4-month course starting September 15, 2025.