This is an idea for filtering the resumes. if you have an organization you will be getting multiple resumes. Those resumes should be filtered based on the attributes given. a dataset should be developed based on the following attributes:
level of education- high school, undergraduate, graduate
age- (18-25),(26-30) ,(31-45)
Gender- male and female
certifications- yes and no
internship-yes and no
siblings- yes and no
education level of the parents- high school, bachelors and graduate
So, there should be 100 people in the data that is 100 data points.
There should be 2 classes hired and not hired and an entrophy calculation should be there for discrete values( this has to be analyzed mainly).
Finally, the output should visualize the decision tree and show whether particular person is hired or not hired.
I need the documentation for it at last.
I will be informing the changes and additions after its done.