In this chapter, we learned how to use matplotlib to produce presentation-quality plots. We covered two-dimensional plots and how to set plot options, and annotate and configure plots. You also learned how to add labels, titles, and legends. We also learned how to draw three-dimensional surface plots and how to create simple animations.

In the next chapter, we will explore how to work with data in the notebook using the pandas library.