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所在平台: Udemy |
课程主页: https://www.udemy.com/course/apache-airflow-course/
课程评论：没有评论
**课程名称：Apache Airflow：从入门到精通的全方位实操课程** **课程概述：** 本课程由 Apache Airflow 贡献者 Alexandra Abbas 教授，她同时也是一位拥有三年以上经验的 Google Cloud 认证数据工程师和架构师。无论您是否在自学 Airflow 时遇到困难，本课程都将以实操方式教授 Airflow。每节课都配有完整的编码演示，学完后您将能够专业地使用 Airflow，并将其添加到您的简历中。 **课程内容亮点：** * **50+ 节课程，4 小时以上视频：** 涵盖 Airflow 的基础知识到高级应用。 * **实战导向：** 每节课都包含编码演示。 * **项目驱动：** 包含 2 个大型真实项目，可添加到您的 GitHub 组合。 * **全面技能涵盖：** * Airflow 的安装与设置。 * Airflow 的基础与高级概念。 * 开发复杂、真实的数仓流水线。 * 与 Google Cloud 的集成。 * 自定义操作符 (Operators) 和传感器 (Sensors) 来扩展 Airflow。 * Airflow 流水线的测试。 * 使用 Prometheus 和 Grafana 监控 Airflow。 * 使用 Sentry 进行错误追踪。 * 生产环境中 Airflow 的设置与运行。 * **适合初学者：** 无需任何 Apache Airflow、数据工程或 Google Cloud 的先验知识。课程将从零开始，循序渐进。 * **终身访问权限：** 包含 50+ 节课程、相应的速查表、数据集和课程代码。 **课程目标：** 帮助您熟练掌握 Apache Airflow，能够独立开发和管理数据流水线，并自信地将其应用于实际工作，提升职业竞争力。
Hi there, my name is Alexandra Abbas. I'm an Apache Airflow Contributor and a Google Cloud Certified Data Engineer & Architect with over 3 years experience as a Data Engineer.Are you struggling to learn Apache Airflow on your own? In this course I will teach you Airflow in a practical manner, with every lecture comes a full coding screencast. By the end of the course you will be able to use Airflow professionally and add Airflow to your CV.This course includes 50 lectures and more than 4 hours of video, quizzes, coding exercises as well as 2 major real-life projects that you can add to your Github portfolio!You will learn:How to install and set up Airflow on your machineBasic and advanced Airflow conceptsHow to develop complex real-life data pipelinesHow to interact with Google Cloud from your Airflow instanceHow to extend Airflow with custom operators and sensorsHow to test Airflow pipelines and operatorsHow to monitor your Airflow instance using Prometheus and GrafanaHow to track errors with SentryHow to set up and run Airflow in productionThis course is for beginners. You do not need any previous knowledge of Apache Airflow, Data Engineering or Google Cloud. We will start right at the beginning and work our way through step by step.You will get lifetime access to over 50 lectures plus corresponding cheat sheets, datasets and code base for the lectures!
