Inventors:
- Spotsylvania VA, US
Robert W. LANTZ - Spotsylvania VA, US
International Classification:
G06F 9/50
G06K 9/62
G06N 20/00
Abstract:
Embodiments provide methods and systems for automating configuration and administration of resources (both hardware and software) which are used to perform data modelling tasks. According to embodiments, a method for data modelling includes receiving an object associated with a data modelling task at a model building platform; fetching, by the model building platform, a job template corresponding to the object and filing the job template with control information; running, by the data modelling platform, a job from the job template to inform a Kubernetes service which training nodegroup resource to use to perform the data modelling task and to provide one or more interfaces to a training container to be used to perform the data modelling task; scheduling, by the data modelling platform, the data modelling task on the training nodegroup resource; and receiving, by the data modelling platform, model metrics associated with a plurality of models which were evaluated as part of the data modelling task and outputting information associated with the received model metrics.
