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GPU621/Intel DAAL

170 bytes added, 07:35, 7 December 2022
Intel DAAL
== Intel DAAL ==
Intel Data Analytics is essentially a library which is optimized to work with large data sources and analytics. It covers the comprehensive range of tasks, from preprocessing, transformation, analysis, modeling, validation and decision making. This makes it quite flexible as it can be used in many end-to-end analytics frameworks (data management + algorithms + services). To optimize performance the intel DAAL library takes and uses algorithms from the Math Kernel Library as well as the Intel Integrated Performance Primitives.
[[File:alow1.jpg]]
 
Having a complete framework is a very powerful perk to have as we can be assured that all parts of the system will link together.
 
The framework is composed of 3 major components: data management + algorithms + services
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Having a complete framework is a very powerful perk to have.Data management --
The algorithmic portion of the library supports three different methods of computing. These are in turn batch processing, online processing and distributed processing, which will be discussed later. To optimize performance the intel DAAL library takes and uses algorithms from the Math Kernel Library as well as the Intel Integrated Performance Primitives.
Services --
== How to enable: ==
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