An Analytical Study of Regression Techniques towards H-1B Visa Prediction

The most popular non-immigrant visa is the H1-B, which allows foreign employees to work in specific professions in the United States of America. Each year, millions of individuals file for H1B visas. It comprises of fresh H1B visa applications, transfers, and renewals. Nevertheless, the United States Citizenship and Immigration Services only select 85,000 candidates. The individual’s occupation as well as legal identity are uncertain because of the challenging H1-B visa filing procedure, that additionally results in substantial legal as well as immigration handling expenses over the employer while the employee is on employment. Utilizing data science methods, we plan to use the anonymized dataset of H1B candidates from 2020 to 2022 to search for trends and enhance the likelihood of receiving an H1B visa.