Patent ID: 11868749
Assignee: DISCOVER FINANCIAL SERVICES
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 17:
18. A method carried out by a computing platform, the method comprising:
causing a client device associated with a user to display an interface for deploying a new data science model, wherein the interface presents the user with a list of deployment templates, and wherein each of the deployment templates comprises data specifying (i) a respective executable model package and (ii) a respective set of execution instructions for the respective executable model package;
receiving, from the client device, data indicating:
a user selection of a given deployment template for use in deploying the new data science model, wherein the given deployment template comprises data specifying:
a given executable model package comprising (i) a trained model object and (ii) a pre-encoded set of pre-processing operations that are available for use with the trained model object; and
a given set of execution instructions for the given executable model package, the given set of execution instructions comprising instructions for (i) which one or more pre-processing operations from the pre-encoded set of pre-processing operations are to be used with the trained model object and (ii) how the one or more pre-processing operations are to be arranged; and

a given set of configuration parameters for use in deploying the new data science model; and

using the given executable model package, the given set of execution instructions for the given executable model package, and the given set of configuration parameters to deploy the new data science model.