Data Engineering - Apache Airflow (2024)

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size1.7 GB
  • Uploaded Byfreecoursewb
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  • Last checkedApr. 27th '24
  • Date uploadedApr. 26th '24
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Data Engineering - Apache Airflow (2024)

https://DevCourseWeb.com

Published 4/2024
Created by Eman Ali Mughal
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 34 Lectures ( 4h 6m ) | Size: 1.68 GB

Apache Airflow is a workflow orchestration tool, and primarily used in Big Data related project.

What you'll learn:
To get the basic understanding of Workflows, Apache Airflow basic features, Core Concepts, Familiarization with Airflow UI, XComs, Variables, Connections Hooks
You will also learn how to install Apache Airflow on Linux / Ubunto, in 2 different flavours, Install in Docker Container and Vanilla Installation
This course will help you enhance knowledge of ETL pipelines and how to orchestrate those ETL pipelines in Airflow Dags.
Dags in this course contains working examples of Apache Spark, Elasticsearch, Snowflake, Ecommerce Dag as well.

Requirements:
You should be familiar with Python, Scala Languages, Little bit of knowledge about concepts of Big Data, Some understanding about Apache Spark will be help full in understanding of this course.

Files:

[ DevCourseWeb.com ] Data Engineering - Apache Airflow (2024)
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Introduction
    • 1. Introduction.mp4 (37.9 MB)
    2. Getting Started
    • 1. Workflows.mp4 (22.5 MB)
    • 2. Medallion Architecture and ETL.mp4 (30.7 MB)
    • 3. Problem Statement.mp4 (57.1 MB)
    • 4. Introduction To Apache Airflow.mp4 (69.3 MB)
    • 5. Summary.mp4 (4.2 MB)
    • 6. From This Section.html (0.1 KB)
    3. Airflow Installation and Configuration
    • 1. Overview.mp4 (6.3 MB)
    • 2. GCP - Google Cloud Platform - Creating Virtual Machine.mp4 (33.9 MB)
    • 3. Apache Airflow Installation on Ubuntu.mp4 (101.2 MB)
    • 3.1 DB-Scripts.sql (0.3 KB)
    • 3.2 Install-Airflow.sh (1.3 KB)
    • 3.3 install-airflow2.sh (0.8 KB)
    • 4. Docker Installation and Using AIrflow with Docker Image.mp4 (74.6 MB)
    • 4.1 Install-docker-and-docker-compsoe.sh (1.1 KB)
    • 5. Airflow Configurations - Part 1.mp4 (36.1 MB)
    • 6. Airflow Configuration - Part 2.mp4 (74.9 MB)
    • 7. Summary.mp4 (4.4 MB)
    • 8. 4 Questions In This Quiz, All related to videos in this section..html (0.1 KB)
    4. Apache Airflow Architecture and Concepts
    • 1. Airflow Architecture.mp4 (22.1 MB)
    • 2. Airflow Core Concepts Part 1.mp4 (81.8 MB)
    • 3. Airflow Core Concepts Part 2.mp4 (67.6 MB)
    • 4. Airflow Core Concepts Part 3.mp4 (87.2 MB)
    • 5. Summary.mp4 (4.7 MB)
    • 6. 6 Questions from this section.html (0.1 KB)
    5. Apache AIrflow UI Demo
    • 1. Dag Page.mp4 (41.9 MB)
    • 2. Top Navigation Bar.mp4 (109.9 MB)
    • 3. Dag Detail Page.mp4 (47.5 MB)
    • 4. Branching Operator Dag.mp4 (55.0 MB)
    • 5. Summary.mp4 (4.2 MB)
    • 6. XCom Example Dag.mp4 (50.5 MB)
    6. Developing Big Data Pipeline in Apache Airflow
    • 1. Use Cases.mp4 (10.8 MB)
    • 10. Summary.mp4 (9.4 MB)
    • 2. Medallion Airflow Dag.mp4 (49.3 MB)
    • 2.1 Bronz.scala (0.8 KB)
    • 2.2 Gold.scala (0.6 KB)
    • 2.3 Medallion-Airflow.py (1.9 KB)
    • 2.4 Silver.scala (0.6 KB)
    • 3. Medical Devices Airflow Dag.mp4 (99.9 MB)
    • 3.1 MedicalDevicesData.py (2.0 KB)
    • 3.2 MedicalDevicesData.scala (1.0 KB)
    • 4. JDBC And MySQL Operator Airflow Dag.mp4 (106.3 MB)
    • 4.1 jdbcOperator.py (2.0 KB)
    • 4.2 mysqlOperator.py (2.1 KB)
    • 5. Custom Operators Airflow Dag.mp4 (67.8 MB)
    • 6. Weather Source Airflow Dag.mp4 (110.1 MB)
    • 6.1 ReadAndClean.scala (0.6 KB)
    • 6.2 SaveToParquet.scala (0.3 KB)
    • 6.3 TransformData.scala (0.7 KB)
    • 6.4 WeatherSourceData.py (2.1 KB)
    • 6.5 WeatherSourceETLDag.py (1.1 KB)
    • 7. ECommerce Airflow Dag.mp4 (82.6 MB)
    • 7.1 DimCustomers.scala (0.5 KB)
    • 7.2 DimOrders.scala (0.6 KB)
    • 7.3 DimProducts.scala (0.5 KB)
    • 7.4 EcommerceDag.py (1.2 KB)
    • 7.5 FactOrderDetails.scala (1.3 KB)
    • 7.6 ShoppingCartData.py (2.7 KB)
    • 8. Snowflake Dag.mp4 (25.0 MB)
    • 8.1 SnowflakeDag.py (1.6 KB)
    • 9. Elasticsearch Dag.mp4 (39.0 MB)
    • 9.1 ElasticSearchDag.py (2.1 KB)
    • Bonus Resources.txt (0.4 KB)

Code:

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