Data lakes and Delta lakes are both storage repositories that hold large amounts of data in their raw form, but they differ in their features and functionality. In this article, we’ll explore the key differences between data lakes and Delta lakes, and discuss when it’s appropriate to use each one.

While all three roles share some similarities and overlap in responsibilities, there are significant differences that set them apart. In this article, we’ll explore the main differences between SRE, Platform Engineers, and DevOps Engineers, including their job responsibilities, goals, and toolsets.

Both tools offer unique features and capabilities to manage, schedule, and monitor complex data pipelines. In this article, we will provide a comprehensive comparison of Apache Airflow and Apache NiFi, discussing their key features, similarities, differences, and use cases to help you determine which tool is best suited for your specific needs.