Data and artifacts#
One of the biggest challenge in distributed systems is handling data given the different access methods, APIs, and authentication mechanisms across types and providers: MLRun addresses this challenge by providing abstractions to access structured and unstructured data. Working with the abstractions enable you to securely access different data sources through a single API, many continuance methods (e.g. to/from DataFrame, get, download, list, …), automated data movement, and versioning.
In this section