Data Pipelines with Python – Learn Python with Python
This course will show you how to build data pipelines and automate workflows using Python 3. From simple task-based messaging queues to complex systems such as Luigi and Airflow, the course provides essential knowledge for developing your own automation solutions. You’ll learn the basics of architecture, and get an introduction to a wide variety of the most popular frameworks and tools.
Designed for the job data professional who is new to the world of data pipelines and distributed solutions, the course requires a middle level Python experience and ability to manage their own system setups.
Table of Contents:
– Automation 101
– Easy Task Processing with Celery
– Scaling Data Analysis With Dask
– Data Pipelines With Luigi & Airflow
– Other Workflow Frameworks
– Testing With Pipelines
Manufacturer: Arly / O’Reilly
Language of instruction: English
Moderator: Katharine Jarmul
Level of training: Elementary, Secondary
Training time: 3 hours + 40 minutes
File size: 1010 MB