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Programming the cloud directly (e.g. EC2 and similar, or indeed interfacing with k8s) for each new project is cumbersome, whereas managed MLOps services do a lot (perhaps too much): Experiment management, Data management, Collaboration, etc.，这一点在PDF资料中也有详细论述

Фото: Maxim Shemetov / Reuters

，更多细节参见谷歌浏览器【最新下载地址】

Дарья Устьянцева (редактор отдела «Мир»)，更多细节参见电影

每一次工业革命的出现，都是生产力范式的彻底重构，也是全球权力格局的重新洗牌。在AI主导的第四次工业革命中，上半场的竞争已偃旗息鼓，下半场的比拼将从算力转向场景决胜。