学习路径（DE）

直链速查

资源	链接
DE101 书	https://de101.startdataengineering.com/
DE101 代码	https://github.com/josephmachado/data_engineering_for_beginners_code
Zoomcamp 仓库	https://github.com/DataTalksClub/data-engineering-zoomcamp
Handbook	https://github.com/DataExpert-io/data-engineer-handbook

1. DE101（热身）

按站点章节顺序读 + 敲代码：https://de101.startdataengineering.com/
对照代码仓：https://github.com/josephmachado/data_engineering_for_beginners_code

拿到手：SQL / Python / Docker / 仓表意识 / dbt / Airflow 直觉。

2. Zoomcamp（主线）

仓库根目录即课纲：https://github.com/DataTalksClub/data-engineering-zoomcamp

按模块跟（目录名以仓库为准）：

模块	目录	直链
Docker & Terraform	`01-docker-terraform`	https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/01-docker-terraform
Workflow orchestration	`02-workflow-orchestration`	https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/02-workflow-orchestration
Data warehouse	`03-data-warehouse`	https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/03-data-warehouse
Analytics engineering (dbt 等)	`04-analytics-engineering`	https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/04-analytics-engineering
Data platforms	`05-data-platforms`	https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/05-data-platforms
Batch (Spark 等)	`06-batch`	https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/06-batch
Streaming	`07-streaming`	https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/07-streaming
Projects	`projects`	https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/projects

说明与往期材料也可能在 cohorts/：https://github.com/DataTalksClub/data-engineering-zoomcamp/tree/main/cohorts

跟课前先读仓库 README 的 setup（云账号/费用）。

3. Handbook（按需）

https://github.com/DataExpert-io/data-engineer-handbook — 当地图，不线性读完。

学习笔记

（模块进度、踩坑往下记）