Introduction to Linear Regression
Read section 2 from Chapter 14. Also, answer the questions at the end. Section 2 defines simple linear regression, introduces scatter plot to reveal linear patterns, and then talks about prediction error. This section also talks about how to compute regression line by minimizing squared errors.
Click http://onlinestatbook.com/2/regression/intro.html link to open resource.