Your task is to help John from STA IT services to create a linear regression model in Python or R to predict the CTC/Salary of new hires from the data provided. Here is a snapshot of the case
Your task is to
- Understand the data
- Transform categorical variables to the numerical variables
- Apply linear regression to predict the CTC
- Evaluate the results of the analysis
Excel data files are provided to you to help you with the assignment. Data_file.xlsx Data_file is a dataset that you will use to train your model. Test Data files: Test_data_file.xlsx
Test_Data_file is a dataset that you will use to test your model and find out the Mean Square Value.