In this unit students explore the relationships between two quantitative variables. They learn to visualize bivariate data using scatterplots, quantify linear association with the correlation coefficient, and model relationships with the least-squares regression line. Using residuals and the coefficient of determination, students assess how well regression models fit data and how predictions should be interpreted in context. These tools lay the groundwork for formal inference about relationships later in the course