COVID-19 has spread to almost all countries. For any government or health departments it’s important to predict future cases and prepare hospitals and doctors accordingly. The project is about using Regression for modeling COVID-19 spread. Regression is used to predict confirmed cases, recovered patients and deaths. Confirmed cases in different countries are compared.