How MLOps is Revolutionizing AI Development: Baidu’s Flagship Platform Insights

This article examines how China’s AI strategy and newly released MLOps standards are driving AI engineering, featuring Baidu Cloud’s flagship-level platform, its evaluation results, practical benefits, challenges, and future directions for MLOps in enterprise AI development.

BaiduEnterprise AIMLOps

0 likes · 10 min read

How MLOps is Revolutionizing AI Development: Baidu’s Flagship Platform Insights

dbaplus Community

Jan 8, 2022 · Artificial Intelligence

How Ctrip Streamlined ML Model Development and Deployment with MLOps

This article explains how Ctrip tackled the long, costly ML model development‑to‑deployment pipeline by adopting and extending MLflow for full lifecycle management, covering model persistence, tracking, serving, custom pyfunc models, Dockerized deployment, scaling, and performance monitoring.

DockerFastAPIMLOps

0 likes · 14 min read

How Ctrip Streamlined ML Model Development and Deployment with MLOps