Patent ID: 11948003
Assignee: RAZORTHINK, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A computer-implemented method, comprising:
providing, with at least one computer processor, a graphical user interface within an end-user application to an end user, the graphical user interface comprising one or more interface elements for selecting a template for at least one pre-configured machine learning framework,
wherein the template for the at least one pre-configured machine learning framework comprises one or more computing tasks encapsulated as one or more objects within one or more blocks within an object-oriented programing framework, the one or more blocks comprising a topology of a data processing pipeline or workflow for the at least one pre-configured machine learning framework;
providing, with the at least one computer processor in response to a first user-generated input, the template for the at least one pre-configured machine learning framework, wherein the template comprises one or more interface elements for configuring the at least one pre-configured machine learning framework;
processing, with the at least one computer processor in response to a second user-generated input, a training dataset for the at least one pre-configured machine learning framework;
providing, with the at least one computer processor, one or more data visualizations for the training dataset and one or more interface elements for preparing one or more data elements for the training dataset to the end user via the graphical user interface;
training, with the at least one computer processor in response to a third user-generated input, at least one machine learning pipeline according to the training dataset;
providing, with the at least one computer processor, one or more interface elements for evaluating the at least one machine learning pipeline to the end user via the graphical user interface; and
storing, with the at least one computer processor communicably engaged with at least one non-transitory computer readable medium, the at least one machine learning pipeline in at least one software component comprising a container.