Today I tried implementing a more advanced form of regression analysis to model the relationships between multiple predictors and a dependent variable. The data I used had a list of 50 startups, characterized by its spending in different departments, (R&D Spend,Administration,Marketing Spend,State,Profit) 

The data consisted of categorical data. I learned to use OneHotEncoder and ColumnTranformer to convert it into numerical format to use it in my regression model.