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所在平台: Udemy |
课程主页: https://www.udemy.com/course/learn-airflow-v2-in-an-hour/
课程评论:没有评论
**课程名称:一小时学会 Airflow v2** **课程概述:** 本课程旨在帮助您在一小时内掌握 Airflow v2 的核心概念和基本用法。Airflow 是一个由 Apache 维护的开源项目,用于以编程方式构建、调度和监控工作流。它最初由 Airbnb 开发,现已成为许多科技公司编排其工作流的首选工具。 **课程重点:** * **基础入门:** 课程专注于教授 Airflow 的核心概念,而非生产环境的搭建。 * **实践练习:** 您将搭建一个沙盒环境,其中包含 Airflow 和 PostgreSQL 服务器,以便边学边练。 * **技能迁移:** 学到的知识可直接应用于现有的生产环境,或用于个人爱好项目。 **您将学到的技能:** * **核心概念:** 理解 Airflow 的关键组成部分和工作原理。 * **工作流开发:** 编写一个端到端的工作流,包括数据获取、清洗和数据库写入。 * **操作符使用:** 掌握多种常用操作符,并了解如何轻松集成新操作符。 * **问题解决:** 学会如何自行解决运行代码时遇到的问题。
Airflow is an Apache project, used to programmatically author, schedule and monitor workflows. It was originally developed by Airbnb and then later open-sourced. Today, many technology companies use Airflow to orchestrate their workflows.This course is designed to get you up and running with Airflow v2 in an hour. The specific focus of the course is on teaching you the fundamentals of using Airflow rather than setting up a production environment. We will set up a sandbox environment with Airflow and PostgreSQL Servers running for you to code along and practice what you have learned. The skills you learn in this course will be transferable to your work, where a production environment is already available and maintained. Alternatively, if you are interested in using Airflow for hobby projects, the sandbox environment that you set up on your machine will likely be sufficient.When you are taking this course, you will:Learn the core Airflow conceptsWrite an end to end workflow that takes data, cleans it up and writes into a databaseLearn a number of different operators and get the hand of using operators so that you can easily incorporate new ones into your workflowUnderstand how you can unblock yourself if you run into issues running your code