Every individual wish to have a lucrative salary, but however the salary structure depends on various factors such as geographic location, education, experience, industry and many more. The aim is to predict whether an individual’s income will be greater than $50,000 per year based on several attributes relating to the individual.
- To discover one’s earning potential.
- To find the key areas which impact your salary.
- Salary insights for certain Job roles.
The classical machine learning tasks like Data Exploration, Data Cleaning, Feature Engineering, Model Building, Model Testing and Deployment. Trying out different machine learning algorithms that’s best fit for the above case.
Python programming language, NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn, Flask, PyCharm, Astra DB and Heroku are used to build the whole model.
Our web API will be a single page. The user input and the model’s prediction will be displayed in the same page
Hello reader if you find any bug please consider raising issue. I will try to fix it. If you like the project please give a ⭐