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

Claim 19:
20. A non-transitory computer-readable medium storing executable computer program instructions, the instructions executable to command at least one processor to perform operations comprising:
providing 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, 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, in response to a second user-generated input, a training dataset for the at least one pre-configured machine learning framework;
providing, to the end user via the graphical user interface, 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;
training, in response to a third user-generated input, at least one machine learning pipeline according to the training dataset;
providing, to the end user via the graphical user interface, one or more interface elements for evaluating the at least one machine learning pipeline; and
storing the at least one machine learning pipeline in at least one software component comprising a container.