Polynomial regression is a form of nonlinear regression that describes nonlinear relationships in a dataset. There are several advantages to linear regression, mainly high accuracy. For your...


Polynomial regression is a form of nonlinear regression that describes nonlinear relationships in a dataset.


There are several advantages to linear regression, mainly high accuracy.


For your assignment, you will build a polynomial regression model in Python.


The data is in a .CSV file that has the following information types.




























































PositionLevelSalary
Business Analyst145000
Junior Consultant250000
Senior Consultant360000
Manager480000
Country Manager5110000
Region Manager6150000
Partner7200000
Senior Partner8300000
C-level9500000
CEO10

1000000




Using this data, our model should be able to predict the value of an employee candidate given their years of experience.


The Python file must demonstrate the prediction of employee salary based on years of experience.



Jun 05, 2022
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