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所在平台: Udemy |
课程主页: https://www.udemy.com/course/apache-airflow-using-google-cloud-composer-introduction/
课程评论：没有评论
**课程名称：** 使用 Google Cloud Composer 动手实践 Apache Airflow：入门 **课程概述：** 本课程是为 Apache Airflow 和 Cloud Composer 全新入门的学习者量身定制的。它将引导您了解 Apache Airflow 的核心功能，这是一个用于以编程方式创建、调度和监控工作流的开源平台。Google Cloud Composer 的独特之处在于它是一个完全托管的工作流编排服务，能够无缝协调跨云和本地数据中心的任务。 本课程的亮点包括： * **聚焦核心功能：** 依托 Google Cloud Composer，您可以专注于学习 Apache Airflow 的核心功能，无需担心本地安装和环境配置的复杂性，从而加速学习进程。 * **Python 驱动的 DAG：** 学习如何使用 Python 编写有向无环图 (DAG) 来配置工作流，即使是初学者也能轻松上手。 * **简化的部署和可视化：** 通过一键式部署，快速访问丰富的连接器库，并通过多种图形化界面直观地监控工作流执行情况，大大简化了故障排除。 * **实践导向的学习：** 课程结合概念讲解和动手实践演示，提供可供下载的 9 个 Python DAG 源文件，供您反复练习，巩固所学知识。 **学习目标：** 完成本课程后，您将能够： * 理解 Apache Airflow 和 Google Cloud Composer 的基本概念和优势。 * 掌握使用 Python 编写 Airflow DAGs 的基础知识。 * 了解如何在 Cloud Composer 中部署和管理 Airflow 工作流。 * 学会使用可视化工具监控和故障排除工作流。 **课程形式：** 课程结合了概念演示和实际操作演示，确保学习的全面性和有效性。 **适用人群：** 首次接触 Cloud Composer 或 Apache Airflow 的初学者。
Apache Airflow is an open-source platform to programmatically author, schedule and monitor workflows.Cloud Composer is a fully managed workflow orchestration service that empowers you to author, schedule, and monitor pipelines that span across clouds and on-premises data centers. Built on the popular Apache Airflow open source project and operated using the Python programming language, Cloud Composer is free from lock-in and easy to use. With Apache Airflow hosted on cloud ('Google' Cloud composer) and hence,this will assist learner to focus on Apache Airflow product functionality and thereby learn quickly, without any hassles of having Apache Airflow installed locally on a machine.Cloud Composer pipelines are configured as directed acyclic graphs (DAGs) using Python, making it easy for users of any experience level to author and schedule a workflow. One-click deployment yields instant access to a rich library of connectors and multiple graphical representations of your workflow in action, increasing pipeline reliability by making troubleshooting easy.This course is designed with beginner in mind, that is first time users of cloud composer / Apache airflow. The course is structured in such a way that it has presentation to discuss the concepts initially and then provides with hands on demonstration to make the understanding better.The python DAG programs used in demonstration source file (9 Python files) are available for download toward further practice by students. Happy learning!!!
