Artificial Intelligence project on the prediction of salaries of workers based on some information about their profile.
It's a major project to predict the salaries of workers in different fields of work.
Salary Prediction Model.ipynb: Where the data was preprocessed and the model created.
Test_features.csv: The test data.
Train_features.csv: The train data.
Train_salaries: The train salaries data.
Examine a set of job details to relevant credentials and make salary predictions. The goal is to predict The salary of a job posting based on the given information.
Summerise the data in a meaningful way.
Identify patterns and outliers.
Examine the distribution of the variables.
This project is highly tunned by the parameters to get the Mean Squared Error below 360.
important features which helped in the predicting of the model were outlined.
Insights show that a worker's qualification plays a major role in determining the salaries of that employee.