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Rust DataOps: CI/CD and Containers for Data Pipelines

本课程是 Rust for Data Engineering 专项课程的一部分

位教师：Noah Gift

包含在中

了解更多

3个模块

深入了解一个主题并学习基础知识。

中级等级

推荐体验

6 小时完成

灵活的计划

自行安排学习进度

3个模块

深入了解一个主题并学习基础知识。

中级等级

推荐体验

6 小时完成

灵活的计划

自行安排学习进度

您将学到什么

Build production-grade CI/CD pipelines for Rust applications using GitHub Actions, Makefiles, and Docker.
Manage advanced workflow patterns including matrix builds, interdependent jobs, and conditional logic.
Package, lint, and release containerized Rust data applications through an end-to-end deployment pipeline.

您将获得的技能

您将学习的工具

要了解的详细信息

可分享的证书

添加到您的领英档案

了解顶级公司的员工如何掌握热门技能

了解关于 Coursera for Business 的更多信息

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 Rust for Data Engineering 专项课程专项课程的一部分

在注册此课程时，您还会同时注册此专项课程。

向行业专家学习新概念
获得对主题或工具的基础理解
通过实践项目培养工作相关技能
获得可共享的职业证书

该课程共有3个模块

e.g. This is primarily aimed at first- and second-year undergraduates interested in engineering or science, along with high school students and professionals with an interest in programming.Master modern DataOps practices by building robust, automated CI/CD pipelines for data applications using Rust. This course teaches you how to design, implement, and maintain end-to-end deployment pipelines that combine the safety and performance of Rust with industry-standard DevOps tooling.

You will start with the fundamentals of Continuous Integration and Continuous Deployment, then progress to advanced topics including matrix builds, interdependent jobs, Dockerfile linting, and container packaging. Hands-on labs use GitHub Actions, Makefiles, and Docker to give you practical experience automating the full software delivery lifecycle for data-driven Rust applications. By the end of the course, you will be able to: write production-grade GitHub Actions workflows; lint, test, and release containerized Rust applications; manage complex job dependencies and matrix configurations; and ship a complete end-to-end deployment pipeline. Whether you are a data engineer modernizing your pipelines or a Rust developer adopting DataOps, this course gives you the patterns and tools to deliver reliable, automated, container-based data systems.