CI/CD for Machine Learning: Automating Model Testing, Evaluation, and Deployment
中文摘要
机器学习的CI/CD通过自动化模型测试、评估和部署，解决ML模型部署与传统软件不同的挑战。
English Summary
Machine learning CI/CD automates model testing, evaluation, and deployment, addressing the unique challenges of shipping ML models compared to traditional software.
Original Excerpt
Shipping an ML model feels very different from shipping normal software. You deploy successfully, then spend days watching dashboards… Continue reading on Medium »