Build production-grade ETL pipelines in Rust that never drop rows silently and never panic on malformed input. In five weeks you will design the Extract boundary with serde-typed readers, enforce a Transform totality contract where every row either yields a validated record or flows through a structured error channel, and emit NDJSON and CSV from the same typed pipeline using the Write trait. You will master thiserror enums, ? propagation, proptest-based property testing, round-trip invariants, and the stderr-vs-stdout separation that makes every pipeline run auditable. The course closes with a preview of how the same contracts migrate to async with tokio — same invariants, different runtime. Every concept is demonstrated with real Rust code the instructor authored in the public repository, not pseudocode. This is the course for engineers who have shipped a Python ETL script that lost data at 2 a.m. and want the Rust type system to make that incident impossible.

您将学到什么
Design typed Rust ETL pipelines that uphold a totality contract — every input row either yields a validated record or a structured error.
Write dual-format sinks that emit NDJSON and CSV from a single pipeline pass using the Write trait, with round-trip invariants verified by proptest
Build thiserror-based error enums that propagate with ? and give every pipeline run a structured, auditable exit code
您将获得的技能
要了解的详细信息

可分享的证书
添加到您的领英档案
最近已更新!
April 2026
作业
5 项作业
授课语言:英语(English)
91% of learners achieved a positive career outcome
了解顶级公司的员工如何掌握热门技能

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5个模块
获得职业证书
将此证书添加到您的 LinkedIn 个人资料、简历或履历中。在社交媒体和绩效考核中分享。
位教师

从 Data Management 浏览更多内容

Pragmatic AI Labs

Pragmatic AI Labs

Pragmatic AI Labs

Duke University
人们为什么选择 Coursera 来帮助自己实现职业发展

Felipe M.
自 2018开始学习的学生
''能够按照自己的速度和节奏学习课程是一次很棒的经历。只要符合自己的时间表和心情,我就可以学习。'

Jennifer J.
自 2020开始学习的学生
''我直接将从课程中学到的概念和技能应用到一个令人兴奋的新工作项目中。'

Larry W.
自 2021开始学习的学生
''如果我的大学不提供我需要的主题课程,Coursera 便是最好的去处之一。'

Chaitanya A.
''学习不仅仅是在工作中做的更好:它远不止于此。Coursera 让我无限制地学习。'
通过在线学位推动您的职业生涯
获取世界一流大学的学位 - 100% 在线




