Vaex is a DataFrame library for out-of-core computations, especially built for datasets that are too large to fit in memory. In this talk we go over the basics of Vaex, the most common uses, as well as various tips for optimizing performance. We also demo the Vaex's expression system, and how it can be particularly useful when building a machine learning or data transformation pipelines.