Automated Configuration of Predictive Analytics Using Neural Language Models

A method, implementing in a computing system comprising at least one hardware processor and at least one memory coupled to the at least one hardware processor, the method comprising:

• receiving input identifying a data set to be processed using computing logic that carries out a predictive analytics technique;
• generating a first prompt by executing computing instructions that cause information regarding data objects used by the predictive analytics technique to be inserted into a first prompt template that comprises an instruction to extract information useable to generate the data objects;
• submitting the first prompt to a neural language model;
• receiving a first response to the first prompt that comprises the information usable to generate the data objects;
• and
• configuring a procedure to execute the predictive analytics technique, the configuring comprising executing computing instructions to insert an identifier of an object that comprises data of the data set, the information useable to generate the data objects, and an identifier of the predictive analytics technique into a procedure template to provide a procedure.

One or more non-transitory computer-readable storage media comprising:

• computer-executable instructions that, when executed by a computing system comprising at least one hardware processor and at least one memory coupled to the at least one hardware processor, cause the computing system to receive input identifying a data set to be processed using computing logic that carries out a predictive analytics technique;
• computer-executable instructions that, when executed by the computing system, cause the computing system to generate a first prompt by executing computing instructions that cause information regarding data objects used by the predictive analytics technique to be inserted into a first prompt template that comprises an instruction to extract information useable to generate the data objects;
• computer-executable instructions that, when executed by the computing system, cause the computing system to submit the first prompt to a neural language model;
• computer-executable instructions that, when executed by the computing system, cause the computing system to receive a first response to the first prompt that comprises the information usable to generate the data objects;
• and
• computer-executable instructions that, when executed by the computing system, cause the computing system to configure a procedure to execute the predictive analytics technique, the configuring comprising executing computing instructions to insert an identifier of an object that comprises data of the data set, the information useable to generate the data objects, and an identifier of the predictive analytics technique into a procedure template to provide a procedure.