Building Data Pipelines

Apache Airflow 1.10    |    Intermediate
  • 13 videos | 1h 9m 10s
  • Includes Assessment
  • Earns a Badge
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Explore data pipelines and methods of processing them with and without ETL (extract, transform, load). In this course, you will learn to create data pipelines by using the Apache Airflow workflow management program. Key concepts covered here include data pipelines as an application that sits between raw data and a transformed data set, between a data source and a data target; how to build a traditional ETL pipeline with batch processing; and how to build an ETL pipeline with stream processing. Next, learn how to set up and install Apache Airflow; the key concepts of Apache Airflow; how to instantiate a directed acyclic graph in Airflow. Learners are shown how to use tasks and include arguments in Airflow; how to use dependencies in Airflow; how to build an ETL pipeline with Airflow; and how to build an automated pipeline without using ETL. Finally, learn how to test Airflow tasks by using the airflow command line utility, and how to use Apache Airflow to create a data pipeline.

WHAT YOU WILL LEARN

  • describe data pipelines and automation
    build a traditional ETL pipeline with batch processing
    build a ETL pipeline with stream processing
    setup and install Apache Airflow
    describe the key concepts of Apache Airflow
    create and instantiate a directed acyclic graph in Airflow
  • use tasks and include arguments in Airflow
    use dependencies in Airflow
    build an ETL pipeline with Airflow
    build an automated pipeline without using ETL
    test Airflow tasks using the airflow command line utility
    use Apache Airflow to create a data pipeline

IN THIS COURSE

  • Playable
    1.  Course Overview
    1m 38s
  • Playable
    2.  Data Pipelines Overview
    4m 17s
    Upon completion of this video, you will be able to describe data pipelines and automation. FREE ACCESS
  • Locked
    3.  Traditional ETL Pipeline with Batch Processing
    3m 45s
    Find out how to build a traditional ETL pipeline with batch processing. FREE ACCESS
  • Locked
    4.  Data Pipeline Tools
    3m 54s
    In this video, you will build an ETL pipeline with stream processing. FREE ACCESS
  • Locked
    5.  Setup and Install Airflow
    3m 29s
    Learn how to set up and install Apache Airflow. FREE ACCESS
  • Locked
    6.  Apache Airflow
    6m 47s
    After completing this video, you will be able to describe the key concepts of Apache Airflow. FREE ACCESS
  • Locked
    7.  Airflow Workflows
    7m 53s
    During this video, you will learn how to create and instantiate a directed acyclic graph in Apache Airflow. FREE ACCESS
  • Locked
    8.  Airflow Tasks
    8m 24s
    Learn how to use tasks and include arguments in Airflow. FREE ACCESS
  • Locked
    9.  Airflow Dependencies
    4m
    In this video, learn how to use dependencies in Airflow. FREE ACCESS
  • Locked
    10.  ETL Pipeline with Airflow
    8m 20s
    During this video, you will learn how to build an ETL pipeline using Airflow. FREE ACCESS
  • Locked
    11.  Automated Pipeline without ETL
    6m 35s
    Learn how to build an automated pipeline without using Extract, Transform, and Load. FREE ACCESS
  • Locked
    12.  Airflow Command Line Testing
    5m 34s
    During this video, you will learn how to test Airflow tasks using the airflow command line tool. FREE ACCESS
  • Locked
    13.  Exercise: Using Apache Airflow
    4m 34s
    Learn how to use Apache Airflow to create a data pipeline. FREE ACCESS

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