A basic ML problem for loan appoveral or not, by using supervised learning techniques.

Data set was taken for the kagle and is provide in this repo if you want to practice the basic data handling by numpy & pandas (for eg: Onehtendoing, impoving the data by handling the null value, etc.)

• Leariner regression
• Logistic regression
• Random forest classification
• Oversampling of data
• Under sampling of the data

• Python files have the comment on begin for what they are bluid for

• each file details will be list in this soon

• if any doubts or for improvements comment and I will look forward to it!