Verified80% confidenceFactExact time
Google's MLOps maturity model divides ML systems into levels 0 through 2, with Level 2 achieving a complete CI/CD/CT closed loop.
7
Sources
80%
Confidence
Long-term
Relevance
7/13/2026
First Seen
Sources
The Complete Roadmap from DevOps to MLOps: Skill Transfer and Toolchain Guide
redditr/mlops7/11/2026
Related Claims
Unverified根据Google发布的MLOps成熟度模型，企业ML系统可分为Level 0、Level 1和Level 2三个层级，大多数企业仍处于Level 0到Level 1的过渡阶段79% similarVerifiedGoogle's MLOps maturity model defines the degree of automation across three levels: Level 0 is fully manual, Level 1 achieves ML pipeline automation and continuous training, and Level 2 achieves full CI/CD + CT automation.77% similarUnverified据Google 2023年研究报告，在实际生产ML系统中，模型代码仅占整个系统代码的5-10%67% similarUnverified苹果的Core ML模型和Google的MobileBERT都是多种压缩技术组合的产物60% similarUnverifiedML System Map是一个免费的交互式学习工具，由作者基于其实际部署过的真实系统构建，网址为https://futureproofds.com/tools/ml-system-map60% similar
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