New AI systems have different modules that must be brought together to build an operational and effective product. In this article, we will explore three tools – Argo, Airflow, and Prefect. Argo uses two core concepts: Workflow - Templates Workflow and Templates. Prefect leverages two concepts Flows and Tasks. The concepts act as major components to automate the whole process.
Table of contents
Task orchestration tools: What they are and how are they useful?TL;DR comparison tableCore conceptsFeaturesWhy use these tools?How to decide?ConclusionMLOps: What It Is, Why it Matters, and How To Implement ItSort: