Patent ID: 11971901
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 7:
8. A system for recommending transforms for a pipeline, the system comprising:
one or more processors; and
a memory in communication with the one or more processors and storing instructions that are configured to cause the system to:
receive a first data input in a dataset;
generate a first output dataset by performing a first data transformation using a first transform;
identify a first characteristic of at least one of the first output dataset or the first data input;
receive an indication that the first data transformation was unsuccessful at a task;
query a plurality of data profiles to identify a second transform based on a similarity score between (i) a second characteristic of at least one of a second output dataset or a second data input associated with the second transform and (ii) the first characteristic; and
output, for display in a graphical user interface (GUI) on a user device, a notification to the user device recommending the second transform.