Intel® oneAPI Data Analytics Library (oneDAL) is a library that provides building
blocks covering all stages of data analytics: data acquisition from a
data source, preprocessing, transformation, data mining, modeling,
validation, and decision making.
oneDAL supports the concept of the end-to-end analytics when
some of data analytics stages are performed on the edge devices (close
to where the data is generated and where it is finally
consumed). Specifically, oneDAL Application Programming
Interfaces (APIs) are agnostic about a particular cross-device
communication technology and, therefore, can be used within different
end-to-end analytics frameworks.