RAPIDS is an open-source platform for GPU data science, incubated by NVIDIA. Built to look and feel like popular tools in the Python Data Science ecosystem, RAPIDS is easy to use and dramatically speeds up the execution of all steps of a typical data science workflow. This hands-on workshop will cover ingesting and cleaning data, feature engineering, working with strings, user-defined functions, and applying machine learning with RAPIDS.