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所在平台: Udemy |
课程主页: https://www.udemy.com/course/apache-airflow/
课程评论:没有评论
**课程名称:Apache Airflow 实战与实时入门指南** **课程概述:** 本课程深入讲解 Apache Airflow,一个用于以编程方式创建、调度和监控工作流的社区平台。Airflow 作为 Apache 的顶级项目,正在革新数据管道的调度方式,并已被众多企业广泛采用。 **课程内容亮点:** * **全面深入:** 从零开始,逐步深入讲解 Airflow 的所有核心概念,并辅以实时项目演示。 * **实践导向:** 每个 Airflow 概念都配有动手实践示例,确保学员的理解和掌握。 * **细节全覆盖:** 课程囊括 Airflow 的每一个细节,包括 XComs、Hooks、Pools、SubDAGs、Variables、Connections、Plugins、Adhoc queries、Sensors 等。 * **解决疑难:** 涵盖官方文档中解释不够清晰的 Airflow 概念。 * **独家特色:** 深入讲解数据剖析、图表、触发规则、`airflowignore` 文件、Zombies、Undeads、`LatestOnly` 运算符等独有功能。 * **最佳实践:** 教授在实际 Airflow 项目中应遵循的最佳实践和注意事项。 * **真实案例:** 通过一个真实的案例研究,带您构建一个实时的 Airflow 数据管道。 * **学以致用:** 完成课程后,学员将能充满自信地参与任何 Airflow 项目。 **附加价值:** * **快速答疑:** 课程提供及时的问题解答与支持。 * **资源共享:** 提供课程所需的 Airflow 代码和数据集。 * **持续更新:** 课程将定期更新,加入新的 Airflow 组件。
"Apache Airflow is a platform created by community to programmatically author, schedule and monitor workflows." Airflow is going to change the way of scheduling data pipelines and that is why it has become the Top-level project of Apache. In fact, it has already been adopted by mass companies. What's included in the course ?Complete Apache Airflow concepts explained from Scratch to ADVANCE with Real-Time implementation.Each and every Airflow concept is explained with HANDS-ON examples.Includes each and every, even thin detail of Airflow.XComs, Hooks, Pools, SubDAGs, Variables, Connections, Plugins, Adhoc queries, Sensors and many more....Include even those concepts, the explanation to which is not very clear even in Apache Airflow's Official Documentation.Exclusive Features - Data Profiling, Charts, Trigger rules, airflowignore file, Zombies, Undeads, LatestOnly operator.Learn Best practices / Do's & Dont's to follow in Real-Time Airflow Projects.Build data pipeline of a Real-Time case study using Airflow.After completing this course, you can start working on any Airflow project with full confidence.Add-OnsQuestions and Queries will be answered very quickly.Airflow codes and datasets used in lectures are attached in the course for your convenience.I am going to update it frequently, every time adding new components of Airflow.