Machine learning based solution for skill and related skills

A system comprising:

• one or more computers;
• and
• a computer-readable medium coupled to the one or more computers having instructions stored thereon which, when executed by the one or more computers, cause the one or more computers to perform operations comprising:
• receiving, by a server, textual data;
• pre-processing, by the server, the textual data to obtain pre-processed textual data;
• training, by the server, a machine learning model using the pre-processed textual data;
• extracting, by the server, a plurality of skills from the pre-processed textual data, wherein each skill of the plurality of skills is a word or a phrase in the pre-processed textual data;
• generating, by the server, a first plurality of skill pairs using the plurality of skills;
• and
• processing, by the server, the first plurality of skill pairs through the machine learning model to generate a second plurality of skill pairs, wherein the second plurality of skill pairs is a subset of the first plurality of skill pairs.

A computer program product encoded on a non-transitory storage medium, the product comprising non-transitory, computer readable instructions for causing one or more processors to perform operations comprising:

• receiving, by a server, textual data;
• pre-processing, by the server, the textual data to obtain pre-processed textual data;
• training, by the server, a machine learning model using the pre-processed textual data;
• extracting, by the server, a plurality of skills from the pre-processed textual data, wherein each skill of the plurality of skills is a word or a phrase in the pre-processed textual data;
• generating, by the server, a first plurality of skill pairs using the plurality of skills;
• and
• processing, by the server, the first plurality of skill pairs through the machine learning model to generate a second plurality of skill pairs, wherein the second plurality of skill pairs is a subset of the first plurality of skill pairs.