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Building a Self-Updating ML System: CI/CD, Deployment, and Everything That Broke Along the Way

中文摘要

本文探讨了利用CI/CD构建自动化的MLOps流水线,实现机器学习模型的自动重训、评估与重新部署。

English Summary

This technical deep dive explores building an automated MLOps pipeline using CI/CD to retrain, evaluate, and redeploy machine learning models.

原文节选

A technical deep dive into Project 7 of my MLOps portfolio, an automated pipeline that retrains, evaluates, and redeploys a model with… Continue reading on Medium »