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- 87% Apache Airflow: The Hands-On Guide

Apache Airflow: The Hands-On Guide

$94.99 $11.99Track price

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8.8/10 (Our Score)
Product is rated as #19 in category DevOps

Airflow is a platform created by community to programmatically author, schedule and monitor workflows.

It is scalable, dynamic, extensible and modulable.

Without any doubts, mastering Airflow is becoming a must–have and an attractive skill for anyone working with data.

What you will learn in the course:

Fundamentals of Airflow are explained such as what is Airflow, how the scheduler and the web server works

The Forex Data Pipeline project is incredible way to discover many operators in Airflow and deal with Slack, Spark, Hadoop and more

Mastering your DAGs is a top priority and you will be able to play with timezones, unit testing your DAGs, how to structure your DAG folder and much more

Scaling Airflow through different executors such as the Local Executor, the Celery Executor and the Kubernetes Executor will be explained in details. You will discover how to specialise your workers, how to add new workers, what happens when a node crashes.

A Kubernetes cluster of 3 nodes will be set up with Rancher, Airflow and the Kubernetes Executor in local to run your data pipelines.

Advanced concepts will be shown through practical examples such as templatating your DAGs, how to make your DAG dependent of another, what are Subdags and deadlocks, and more.

Instructor Details

Hi there! My name is Marc Lamberti, I'm 27 years old and I'm very happy to arouse your curiosity! I'm currently working as Big Data Engineer in full-time for the biggest online bank in France, dealing with more than 1 500 000 clients. For more than 3 years now, I created different ETLs in order to address the problems that a bank encounters everyday such as, a platform to monitor the information system in real time to detect anomalies and reduce the number of client's calls, a tool detecting in real time any suspicious transaction or potential fraudster, an ETL to valorize massive amount of data into Cassandra and so on. The biggest issue when you are a Big Data Engineer is to deal with the growing number of available open source tools. You have to know how to use them, when to use them and how they connect to each other in order to build robust, secure and performing systems solving your underlying business needs. I strongly believe that the best way to learn and understand a new skill is by taking a hands-on approach with just enough theory to explain the concepts and a big dose of practice to be ready in a production environment. That's why in each of my courses you will always find practical examples associated with theoric explanations. Have a great learning time!

Specification: Apache Airflow: The Hands-On Guide

Duration

13 hours

Year

2020

Level

All

Certificate

Yes

Quizzes

No

13 reviews for Apache Airflow: The Hands-On Guide

4.9 out of 5
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  1. Avatar

    Francois Xavier

    Very good presentation

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  2. Avatar

    Nici Podskalan

    Excellent course!

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  3. Avatar

    Reeves Smith

    Marc does it again. Really great course that adds more advanced knowledge of Airflow. The lab materials are fantastic and a great resource to follow along with the concepts within the course. The labs use docker which makes a perfect development setup that would be a great starting point for any developer/team. Marc covers the distributed Airflow setup and has labs that walk through different setups that allow you to try things like a celery setup and how to add additional nodes. The section on monitoring section is full of detail that I have not seen in the other courses. Really liked this section, it offered me some additional knowledge to enhance my airflow monitoring. Could not recommend the course more. Do go through Marc s first course if you are new to airflow and follow up with this one after.

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    Noam Natan

    Great material and excellent communication with the instructor.

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    Benjamin Elkrieff

    Amazing course! Marc really be saving lives with this courses. Another master piece. Keep up the good work !!!

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  6. Avatar

    Naga A

    Easily one of the best courses on the internet to get started and truly understand Airflow. Highly recommend to anyone looking to get started with this technology.

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    Thierry PARET

    Very complete airflow training

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    Ram Mady

    Awesome course.

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  9. Avatar

    Igor Maffei Libonati Maia

    Fala muito r pido, fazendo que sua pronucia seja dificil de entender.

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    aymen ayadi

    to be honest, Marc is so talented, the course is awesome, it digs into the details and provide advanced and best practice for production solution ! keep going.

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  11. Avatar

    Szabolcs Vasas

    I took this course to be able to have a better understanding of data pipelines, data engineering and Airflow, I was a beginner at this topic. It’s a great course, I have a much better understanding of this domain now, I love that it is very practical and it goes into the related technologies like Docker, Kubernetes, AWS.

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    Jeniffer Abigail Mart nez Baez

    En lo absoluto, tiene muy buenas base te ricas y un excelente material, lo recomiedo

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    Alex Kennedy

    Top notch instruction. I like that the videos are short and easy to go back and watch over and over.

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    Apache Airflow: The Hands-On Guide

    $94.99 $11.99

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