10最好的Apache Airflow教程推荐

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特写 iPhone,显示 Udemy 应用程序和带笔记本的笔记本电脑有数以千计的在线课程和课程可以帮助您提高 Apache Airflow 技能并获得 Apache Airflow 证书。

在这篇博客文章中,我们的专家汇总了 10 个精选列表 最好的 Apache Airflow 课程, 现在在线提供的教程、培训计划、课程和认证。

我们只包括那些符合我们高质量标准的课程。我们花了很多时间和精力来为您收集这些。这些课程适合所有级别的初学者、中级学习者和专家。

以下是这些课程以及它们为您提供的内容!

10最好的Apache Airflow教程推荐

1. The Complete Hands-On Introduction to Apache Airflow 经过 Marc Lamberti Udemy课程 我们的最佳选择

“Learn to author, schedule and monitor data pipelines through practical examples using Apache Airflow”

截至目前,超过 33937+ 人们已经注册了这门课程,而且已经结束了 6488+ 评论.

课程内容
Course Introduction
Getting Started with Airflow
The important views of the Airflow UI
Coding Your First Data Pipeline with Airflow
Databases and Executors
Implementing Advanced Concepts in Airflow
Creating Airflow Plugins with Elasticsearch and PostgreSQL
BONUS – APPENDIX

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2. Apache Airflow: The Hands-On Guide 经过 Marc Lamberti Udemy课程

“Master Apache Airflow from A to Z. Hands-on videos on Airflow with AWS, Kubernetes, Docker and more”

截至目前,超过 17433+ 人们已经注册了这门课程,而且已经结束了 2313+ 评论.

课程内容
Introduction
The basics of Apache Airflow
The Forex Data Pipeline
Mastering your DAGs
Distributing Apache Airflow
Improving your DAGs with advanced concepts
Deploying Airflow on AWS EKS with Kubernetes Executors and Rancher
Monitoring Apache Airflow
Security in Apache Airflow
Airflow 2.0
BONUS – APPENDIX

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3. Apache Airflow | A Real-Time & Hands-On Course on Airflow 经过 A to Z Mentors Udemy课程

“Learn A to Z of Apache Airflow from Basic to ADVANCE level, deploy workflows & data pipelines using Airflow with Docker”

截至目前,超过 7390+ 人们已经注册了这门课程,而且已经结束了 1229+ 评论.

课程内容
“Introduction
Architecture Of Apache Airflow
Installation
Understanding Directories in Airflow Project
Airflow’s UI Tour
What are Operators
Project – Store Sales Report
Airflow CLI Tour
Executors in Airflow
XComs and Variables (Advance)
Advance Concepts of Airflow
Data Profiling in Airflow
SubDAGs (Advance)
PLUGINS – Creating Custom Components
Trigger Rules, airflowignore file, Zombies & Undeads
Best Practices to follow in Projects
Additional Learnings
BONUS”

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4. Apache Airflow on AWS EKS: The Hands-On Guide 经过 Marc Lamberti Udemy课程

How to set up Apache Airflow on AWS EKS with the Kubernetes Executor and be production-ready!

截至目前,超过 2997+ 人们已经注册了这门课程,而且已经结束了 244+ 评论.

课程内容
Introduction
Configuring AWS
Exploring the DevOps world
Creating the EKS cluster with GitOps
Deploying Airflow with DAGs
Building CI/CD pipelines to deploy Airflow
Exposing the Airflow UI
Logging with Airflow in AWS EKS
Configuring the production environment
Bonus

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5. Apache Airflow: The Operators Guide 经过 Marc Lamberti Udemy课程

Step up with Apache Airflow! Master Airflow Operators and create incredible data pipelines!

截至目前,超过 2118+ 人们已经注册了这门课程,而且已经结束了 145+ 评论.

课程内容
Introduction
The BaseOperator Exposed
The Most Common Operators
Choose your path
DAG dependencies
The Exotic Ones
Last Words!

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6. Apache Airflow: Complete Hands-On Beginner to Advanced Class 经过 Alexandra Abbas Udemy课程

Learn Apache Airflow step-by-step. Real-Life Data Pipelines & Quizzes Included. Learn by Doing!

截至目前,超过 2002+ 人们已经注册了这门课程,而且已经结束了 357+ 评论.

课程内容
Introduction
Getting Started with Apache Airflow
Core Concepts in Apache Airflow
Loading Data to a Data Warehouse
Analysing Data using PySpark
Extending Airflow with Custom Plugins
Testing Airflow DAGs
Airflow in Production
Finale

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7. Mastering Apache Airflow! Deploy to Kubernetes in AWS 经过 Mihail Petkov Udemy课程

“Learn to programmatically author, schedule and monitor workflows with Apache Airflow. Deploy to Kubernetes in AWS.”

截至目前,超过 760+ 人们已经注册了这门课程,而且已经结束了 175+ 评论.

课程内容
Introduction
Apache Airflow overview
Apache Airflow scheduler
Apache Airflow web server
Apache Airflow configuration
Apache Airflow components
Development environment
Create your first simple pipeline
Advanced
Apache Airflow in Docker and Docker Compose
Apache Airflow in Kubernetes
Create a DAG executing ETL using Pandas
Deploy to Kubernetes cluster in AWS
Tips to build a real world Apache Airflow application

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8. Apache Airflow using Google Cloud Composer: Introduction 经过 “Guha Rajan M., B.Engg, MBA, PMP” Udemy课程

With Google Cloud composer learn Apache Airflow without making any local install. Ensures focus is on Airflow topics.

截至目前,超过 660+ 人们已经注册了这门课程,而且已经结束了 148+ 评论.

课程内容
Course Overview
Introduction
What is Airflow – Directed Acyclic Graph (DAG) & operators?
Apache Airflow architecture
Google Cloud Platform: Cloud composer used as Apache Airflow
Understanding Apache Airflow program structure
Activity 1 : Create and submit Apache airflow DAG program
Activity 2: Using Template functionality in Apache Airflow program
Using Variables in Apache Airflow
Activity 4: Calling Bash script in different folder / different machine.
Creating connections in Apache Airflow
Using Google’s cloud Bigquery with Apache Airflow Datapipelines
Cross communication between tasks – XCOM
Branching based on conditions
SUBDAGS
Other functionalities
Apache Airflow Vs Apache Beam and Spark – Quick comparison
Bonus

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9. Apache Airflow 2.0 : Complete Distributed Configuration 经过 Ganesh Dhareshwar Udemy课程

Setup HA Airflow using multiple Schedulers and Celery Workers

截至目前,超过 170+ 人们已经注册了这门课程,而且已经结束了 26+ 评论.

课程内容
Introduction
Install Airflow and Web Server walkthrough
Sequential Executor with SQLite
Local Executor with Mysql
Celery Executor with Mysql and RabbitMQ
Apache Airflow 2.0

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10. Practical Apache Airflow 经过 DevTechie Inc Udemy课程

“Develop Data Pipelining & Workflow. Build, schedule and monitor Data Pipelines using Apache Airflow in Python”

截至目前,超过 121+ 人们已经注册了这门课程,而且已经结束了 17+ 评论.

课程内容
Introduction
Architecture
Installation
Airflow Configuration
Developing Your First Data Pipeline
DAG Chaining
Authentication
Airflow: Log storage to Cloud
Airflow on Docker
REST API’s
SLA’s
Airflow Command Line

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下面是一些关于学习的常见问题Apache Airflow

学习Apache Airflow需要多长时间?

“学习Apache Airflow需要多长时间”这个问题的答案是。 . .这取决于。每个人都有不同的需求,每个人都在不同的场景下工作,所以一个人的答案可能与另一个人的答案完全不同。

考虑这些问题:你想学习 Apache Airflow 是为了什么?你的出发点在哪里?您是初学者还是有使用 Apache Airflow 的经验?你能练习多少?每天1小时?每周40小时? 查看本课程关于 Apache Airflow.

Apache Airflow 学起来容易还是难?

不,学习 Apache Airflow 对大多数人来说并不难。检查这个 关于如何学习的课程 Apache Airflow 立刻!

如何快速学习Apache Airflow?

学习 Apache Airflow 最快的方法是先得到这个 Apache Airflow 课程, 然后尽可能练习你学到的任何东西。即使每天只有 15 分钟的练习。一致性是关键.

在哪里学习 Apache Airflow?

如果您想探索和学习 Apache Airflow,那么 Udemy 为您提供了学习 Apache Airflow 的最佳平台。查看此 关于如何学习的课程 Apache Airflow 立刻!