将机器学习（ML）模型部署到生产环境中的一个常见模式是将这些模型作为 RESTful API 微服务公开，这些微服务从 Docker 容器中托管，例如使用 SciKit Learn 或 Keras 包训练的 ML 模型，这些模型可以提供对新数据的预测。然后，可以将它们部署到云环境中，以处理维护 ...

Overview  Docker containers keep data science projects consistent across all systemsBest practices make Docker environments safe, light, and reliableDocker ...

Tom explains that most multi-tiered apps are dynamic and deployed in multiple locations so their components also will need to be updated. This is the fourth article in a series on running applications ...

Microsoft has released the March 2020 update for its Visual Studio Code (VS Code) open-source code editor for Windows 10, macOS, and Linux systems with bug fixes, accessibility improvements, better ...

Ever since I stepped foot in the world of self-hosting, Docker has been a constant companion that lets me deploy a bunch of containers to test things out in my home lab. There are several advantages ...