The Astronomer Blog: Data Orchestration Insights & Guides

November 23, 2021

Machine Learning Pipeline Orchestration

Learn about machine learning orchestration, machine learning pipelines, and their components. See why Apache Airflow® is the top ML data orchestration tool.

November 19, 2021

How to Build a Modern Data Stack

Breaking down what a modern data stack means in practice. We discuss four core components, five reasons to set it up, and how to orchestrate it.

November 17, 2021

Apache Airflow® vs. Apache Beam: A Comparative Guide

Explore the differences and similarities between Apache Beam and Airflow. Understand their capabilities, programming models, and ideal use cases to make the right choice for your data management needs.

October 28, 2021

Democratizing the Data Stack—Airflow for Business Workflows

See why modern orchestrators and reverse ETL tools are the future for data-driven business. Learn how Apache Airflow® takes SQL to the next level.

October 26, 2021

Machine Learning Pipeline: Everything You Need to Know

Discover what a machine learning pipeline is and the process behind creating one with Apache Airflow®. Learn what you need to know about ML pipelines.

October 19, 2021

What is Reverse ETL and How Can It Improve Data Flow?

Understand the difference between ETL and reverse ETL. Learn to use the Census reverse ETL platform and Airflow together to leverage data orchestration.

October 14, 2021

Airflow at BBC—Data Orchestration Solution in Media

Hear what the BBC's Data Engineer says about the popularity of orchestration tools in the media industry. Find out why the BBC went for Apache Airflow®.

October 12, 2021

Everything You Need to Know About Apache Airflow® 2.2.0

See what’s new in Apache Airflow® 2.2. Learn about big improvements, bug fixes, and internal changes, and the benefits they bring to Apache Airflow® users.

October 5, 2021

Big Data Architecture: Core Components, Use Cases, and Limitations

Learn more about the concept of Big Data Architecture and its 5 core components. See how various companies benefit from implementing Big Data Architecture.

Astronomer Blog

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