ProductKFP
Kubeflow Pipelines
Kubeflow 生态中的机器学习流水线编排系统，用于构建、部署和管理可复用的 ML 工作流
Timeline (last 90 days)
Oct 12
在 KFP 组件中可以使用 BigQuery DataFrames (BQF) 或直接执行 SQL 来避免数据物化。
Unverified50%
Aug 31
MLOps draws on DevOps principles and encompasses model version control (e.g., MLflow, DVC), automated training pipelines (e.g., Kubeflow Pipelines), model registry approval, A/B testing deployment, real-time monitoring, and automated retraining.
Unverified50%
All Facts (2)
Unverified
在 KFP 组件中可以使用 BigQuery DataFrames (BQF) 或直接执行 SQL 来避免数据物化。
50%UnverifiedMLOps draws on DevOps principles and encompasses model version control (e.g., MLflow, DVC), automated training pipelines (e.g., Kubeflow Pipelines), model registry approval, A/B testing deployment, real-time monitoring, and automated retraining.
50%