CPC G06N 3/0464 (2023.01) | 18 Claims |
1. An apparatus for automated mentorship using machine-learning processes, wherein the apparatus comprises:
at least a processor;
and a memory communicatively connected to the at least a processor, wherein the memory contains instructions configuring the at least a processor to:
receive a user profile from a user, wherein the user profile comprises at least an object enablement datum;
convert the user profile to a digital model by applying at least one classifier descriptor data tag, wherein converting the user profile to the digital model further comprises:
generating a profile classifier using historical object enablement data training data, wherein the historical object enablement data training data comprises a plurality of historical object enablement data as input correlated to a plurality of classifier descriptor data tags as output;
classifying the user profiles and itemized portions of user profiles into at least one classifier descriptor data tag using the profile classifier; and
appending descriptors to the digital model, individual parts of the model, or identified clusters of model characteristics;
generate a programmed outline for the at least an object enablement datum with a plurality of action data based on the digital model using a machine-learning process;
determine at least an action datum from the plurality of action data within the programmed outline using a heuristic model;
direct the user to a plurality of object enablement datum resources as a function of the determined at least an action datum and the programmed outline; and
display the programmed outline and the plurality of object enablement datum resources to the user.
|