An architecture diagram helps provide an overview of the components and processes needed for a Model API and Data Preparation system. It includes items such as the system’s components like sensors, databases, machine learning pipelines, and model APIs; data flows between systems--that is, what data elements are used from where and how it is transferred from one system to another; the order of processes—what needs to be done first, second, last, etc.; security protocols for authenticating access to the systems; and other control measures like rate limiting APIs calls or policies regarding access to data. EdrawMax is the perfect tool for students and professionals when creating such diagrams. EdrawMax offers free templates that help beginners quickly start creating professional-looking diagrams.
