US 12,033,116 B1
Apparatus and method for classifying a multi-channel user data set to a program category
Todd Sakowicz, Paradise Valley, AZ (US); and Tonya Sakowicz, Paradise Valley, AZ (US)
Assigned to Newborn Care Solutions, LLC, Scottsdale, AZ (US)
Filed by Newborn Care Solutions, LLC, Paradise Valley, AZ (US)
Filed on Dec. 20, 2022, as Appl. No. 18/085,080.
Int. Cl. G06Q 10/1053 (2023.01); G06V 40/20 (2022.01)
CPC G06Q 10/1053 (2013.01) [G06V 40/23 (2022.01)] 20 Claims
OG exemplary drawing
 
1. An apparatus for classifying a multi-channel user data set to a program category, the apparatus comprising:
at least a processor; and
a memory communicatively connected to the at least a processor, the memory containing instructions configuring the at least a processor to:
receive user data, wherein receiving the user data further comprises:
displaying a graphical user interface, the graphical user interface having at least a user input field; and
receiving, at the at least a user input field, a first element of the user data;
capture, using at least a sensor, a second element of the user data, wherein the second element of the user data comprises an audio file and a video, and wherein the second element of the user data indicates a current user state;
determine a user compatibility with a plurality of program category admission requirements comprising having a prior professional childcare history and passing a math skills test as a function of the user data utilizing a machine-learning model, wherein utilizing the machine-learning model comprises:
receiving training data, wherein the training data comprises user data inputs correlated to user compatibility outputs and previous user compatibility outputs such that the machine-learning model iteratively produces outputs to create a loop; and
determining, using the machine-learning model, as a function of the user data, the user compatibility with program category admission requirements;
generate program category data for a user as a function of the user data and the user compatibility, wherein the program category data comprises a plurality of program categories comprising one or more of online childcare, online infant care and online newborn care education programs, wherein the plurality of program categories includes a first level program category and a second level program category, wherein the user is required to complete the first level program category in order to enroll in a next level of program category, and wherein:
completion of the first level program category comprises completion by the user of a preliminary childcare education curriculum;
entry into the second level program category requires completion of the first level by the user; and
completion of the second level program category comprises completion by the user of an advanced childcare education curriculum; and
generate a program category completion notification as a function of the user compatibility and the program category data.