To demonstrate how this platform will be used in a typical production environment, we leverage two real-world business problems that are solved using a common retail machine learning framework..
These two common cases can be found as part of the Grid Dynamics Services Portfolio:
These two solutions are being provided by open-source code via the Dell Github and are a great starting point for a journey into using the proposed machine learning reference platform.
While the platform could accommodate any type of workload, it is advised to use optimized models/libraries to get best results, like ones that are based on XGBoost (and its accelerated version Intel® DAAL XGBoost). To get best results and reduce the training time for image processing, the server platform needs to be extended with GPUs.