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数据工程学习路线

排名更新于 2026年6月30日

掌握核心数据工程技能与基础设施工具的精选资源、教程与技术指南。

数据工程学习路线

用 AI 发现最棒的仓库。我们将通过 AI 为您搜索最匹配的仓库。
  • andkret/cookbookandkret 的头像

    andkret/Cookbook

    15,161在 GitHub 上查看↗

    Cookbook is a comprehensive knowledge base and reference repository for data engineering. It serves as a centralized directory for data architecture patterns, professional career roadmaps, and a curated collection of public datasets. The project provides a structured guide for transitioning into specialized data engineering roles through skill-matrix mapping and technical interview preparation. It further distinguishes itself by documenting real-world industry case studies and decomposing large-scale industrial implementations into repeatable architectural patterns. The repository covers a b

    This repository is a curated knowledge base and career roadmap for data engineering, offering structured guides, skill-matrix mapping, and architectural patterns that cover key areas like big data and data warehousing, making it a strong fit for a comprehensive learning plan.

    PythonBig Data Architectures
    在 GitHub 上查看↗15,161
  • datatalksclub/data-engineering-zoomcampDataTalksClub 的头像

    DataTalksClub/data-engineering-zoomcamp

    42,483在 GitHub 上查看↗

    This project is an open-source educational curriculum designed to provide comprehensive training in data engineering. It focuses on building scalable data pipelines and managing cloud-native infrastructure through a structured, self-paced program that combines technical explanations with hands-on practical exercises. The curriculum distinguishes itself by emphasizing industry-standard methodologies, specifically teaching students how to implement infrastructure as code and manage data workflows through orchestration tools. By utilizing container-based environment isolation and declarative con

    The Data Engineering Zoomcamp is a structured, self-paced curriculum that covers ETL pipelines, big data tools (Spark, Kafka), containerization, cloud infrastructure, and data warehousing with hands-on projects—exactly the comprehensive learning roadmap for data engineering you are looking for.

    Jupyter NotebookData Engineering CurriculaData EngineeringCloud Infrastructure Courses
    在 GitHub 上查看↗42,483

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