As the JMP developers have innovated and expanded the capabilities of JMP over the years, the number of ways we, as users, can interact and control the JMP platforms has exploded. This tutorial will be grounded in a platform that has been around since the beginning of time: Fit Y-by-X. We will start with the basic platform functionality and then explore more recent additions, such as ANOM and equivalence testing. Along the way we will digress and learn to use the data filter, the column viewer, the column switcher, how to change line colors (even when the option to do so isn't apparent), and other workflow tricks that are useful across JMP platforms. The goal of the tutorial is to speed the learning curve of new users by focusing on one platform to learn how to work within JMP. And for seasoned users? Who knows? JMP is full of hidden gems – I might just show one you have yet to discover.