Our goal in this chapter is to explore a method to construct arbitrage-free parametric volatility surfaces. Volatility surfaces play a very important role in pricing financial derivative securities on option markets. After the necessary background information and preliminary exercises, we guide the students and their mentors to the point where they can explore further research projects and open problems using real empirical data.