Data Engineering – Apache Airflow

سرفصل های دوره

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

1. Introduction

1. Introduction

2. Getting Started

1. Workflows

2. Medallion Architecture and ETL

3. Problem Statement

4. Introduction To Apache Airflow

5. Summary

6. From This Section.html

3. Airflow Installation and Configuration

1. Overview

2. GCP - Google Cloud Platform - Creating Virtual Machine

3.1 db-scripts.zip

3.2 install-airflow.zip

3.3 install-airflow2.zip

3. Apache Airflow Installation on Ubuntu

4.1 install-docker-and-docker-compsoe.zip

4. Docker Installation and Using AIrflow with Docker Image

5. Airflow Configurations - Part 1

6. Airflow Configuration - Part 2

7. Summary

8. 4 Questions In This Quiz, All related to videos in this section..html

4. Apache Airflow Architecture and Concepts

1. Airflow Architecture

2. Airflow Core Concepts Part 1

3. Airflow Core Concepts Part 2

4. Airflow Core Concepts Part 3

5. Summary

6. 6 Questions from this section.html

5. Apache AIrflow UI Demo

1. Dag Page

2. Top Navigation Bar

3. Dag Detail Page

4. Branching Operator Dag

5. Summary

6. XCom Example Dag

6. Developing Big Data Pipeline in Apache Airflow

1. Use Cases

2.1 bronz.zip

2.2 gold.zip

2.3 medallion-airflow.zip

2.4 silver.zip

2. Medallion Airflow Dag

3.1 medicaldevicesdata.zip

3.2 medicaldevicesdata.zip

3. Medical Devices Airflow Dag

4.1 jdbcoperator.zip

4.2 mysqloperator.zip

4. JDBC And MySQL Operator Airflow Dag

5. Custom Operators Airflow Dag

6.1 readandclean.zip

6.2 savetoparquet.zip

6.3 transformdata.zip

6.4 weathersourcedata.zip

6.5 weathersourceetldag.zip

6. Weather Source Airflow Dag

7.1 dimcustomers.zip

7.2 dimorders.zip

7.3 dimproducts.zip

7.4 ecommercedag.zip

7.5 factorderdetails.zip

7.6 shoppingcartdata.zip

7. ECommerce Airflow Dag

8.1 snowflakedag.zip

8. Snowflake Dag

9.1 elasticsearchdag.zip

9. Elasticsearch Dag

10. Summary

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تولید کننده: Udemy