基于Kubeflow的人工智能平台建设探讨

Discussion on the Construction of Kubeflow-Based Artificial Intelligence Platform

基于Kubeflow构建一套人工智能平台,平台上不仅具备模型开发、模型训练、模型发布的功能,通过二次开发,还具备样本库和模型库的功能,实现样本数据的管理、模型的管理、发布模型服务的管理,降低AI学习使用门槛,加速人工智能技术的验证与场景落地,推动AI业务发展。

A set of artificial intelligence platform is built based on Kubeflow.The platform not only has the functions of model development,model training,and model release.Through secondary development,it also has the functions of sample repository and model repository to realize the management of sample data,model management,and model release,reduce the threshold for AI learning and use,accelerate the verification of artificial intelligence technology and the implementation of scenarios,and promote the development of AI business.