Apache Airflow Best Practices equips data professionals with the skills to master Airflow, from foundational concepts to advanced deployment strategies. This course is essential for those wanting to build scalable data pipelines, optimize workflows, and leverage Airflow in cloud environments.
Apache Airflow Best Practices
以 199 美元（原价 399 美元）购买一年 Coursera Plus，享受无限增长。立即节省
您将学到什么
Explore the new features and improvements in Apache Airflow 2.0
Design and build scalable data pipelines using DAGs
Implement ETL pipelines, ML workflows, and advanced orchestration strategies
您将获得的技能
要了解的详细信息
可分享的证书
添加到您的领英档案
最近已更新！
December 2025
作业
13 项作业
授课语言：英语（English）
了解顶级公司的员工如何掌握热门技能
该课程共有13个模块
In this section, we explore data orchestration fundamentals, Airflow 2.0 features, and best practices for building scalable pipeline solutions.
涵盖的内容
2个视频2篇阅读材料1个作业
In this section, we explore Apache Airflow's core concepts, including DAGs, task groups, and triggers, and how to implement them for efficient workflow automation and optimization.
涵盖的内容
1个视频4篇阅读材料1个作业
In this section, we explore Airflow components, their roles, and how to select and optimize executors for efficient workflow orchestration and scalability.
涵盖的内容
1个视频4篇阅读材料1个作业
In this section, we explore Airflow DAG authoring for API data extraction, focusing on task design with operators and workflow optimization for efficient data pipelines.
涵盖的内容
1个视频4篇阅读材料1个作业
In this section, we explore connecting Apache Airflow to external sources, designing DAGs with failure alerts, and managing secrets securely for efficient workflow automation.
涵盖的内容
1个视频4篇阅读材料1个作业
In this section, we cover creating Airflow UI plugins for custom workflow monitoring using Flask blueprints and metrics dashboards.
涵盖的内容
1个视频1篇阅读材料1个作业
In this section, we explore creating and distributing custom Airflow providers, focusing on structured packaging, testing, and reusable code for scalable workflow automation.
涵盖的内容
1个视频3篇阅读材料1个作业
In this section, we explore orchestrating machine learning workflows, focusing on DAG design, implementation, and MLOps practices for operational model deployment and performance analysis.
涵盖的内容
1个视频2篇阅读材料1个作业
In this section, we explore abstracting Airflow workflows to enable non-technical users to create and manage tasks. Key concepts include templated DAGs, workflow scheduling, and simplified orchestration for improved collaboration.
涵盖的内容
1个视频2篇阅读材料1个作业
In this section, we explore Airflow deployment strategies, DAG delivery patterns, and secure configuration management to optimize workflow efficiency and reliability.
涵盖的内容
1个视频4篇阅读材料1个作业
In this section, we explore monitoring strategies for Airflow systems and DAGs, focusing on core component health, DAG performance metrics, and alerting mechanisms for efficient workflow management.
涵盖的内容
1个视频2篇阅读材料1个作业
In this section, we explore strategies for implementing multi-tenancy in Airflow, focusing on isolation, operational requirements, and secure shared infrastructure management.
涵盖的内容
1个视频1篇阅读材料1个作业
In this section, we explore planning migration activities, implementing technical strategies, and executing pipeline changes with minimal downtime to ensure smooth Airflow transitions.
涵盖的内容
1个视频1篇阅读材料1个作业
位教师
提供方
从 Data Analysis 浏览更多内容
状态：免费试用
Google Cloud
状态：免费试用
人们为什么选择 Coursera 来帮助自己实现职业发展
Felipe M.
自 2018开始学习的学生
''能够按照自己的速度和节奏学习课程是一次很棒的经历。只要符合自己的时间表和心情，我就可以学习。'
Jennifer J.
自 2020开始学习的学生
''我直接将从课程中学到的概念和技能应用到一个令人兴奋的新工作项目中。'
Larry W.
自 2021开始学习的学生
''如果我的大学不提供我需要的主题课程，Coursera 便是最好的去处之一。'
Chaitanya A.
''学习不仅仅是在工作中做的更好：它远不止于此。Coursera 让我无限制地学习。'
常见问题
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.
更多问题
提供助学金，