This is a project that demonstrates the cross-industry standard process for data minining
The business questions we seek to answer in this project are as follows;\
- How do I break into the field?
- What are the placement and salaries of those who attended a coding bootcamp?
- How well can we predict an individual's salary? What aspects correlate well to salary?
- How well can we predict an individual's job satisfaction? What aspects correlate well to job satisfaction?\
We will be using dataset from stackoverflow developer survey taken in 2017 to answer the questions presented above using the cross-Industry Standard Process for Data Mining process. The steps are shown below.
- Business Understanding
- Data Understanding
- Data Preparation
- Modeling
- Evaluation
- Deployment