How to work with predicting continuous output?



I have been trying to predict continuous values. I used regression but Rsquare error is very low. How can I deal this issue and build an efficient model?.


you can start with some basic training courses. Here are a few :

Big mart sales - practice problem (regression)

Loan prediction - practice problem (classification problem)

follow the tutorial step by step to get a fair understnding