Salary_prediction_using_machinelearning

I used the Stackoverflow developer survey 2020 data set.

The entire data and the notebook can be found here

the live preview is here

steps

- Load the data from the stackoverflow insights page
- Data Cleaning and Data Exploration
- EDA and Data Visualization
- Model buiding
- Algorithms 
        -Linear regression
        -DecisionTreeRegressor
        -RandomForestRegressor
- Evaluation of the Model through Mean squaed Error
- Saving the model as pickle file
- Creating the user interface using the streamlit