If you want to set a particular exercise as a Favourite to enable you to access it quickly later, select the grey star button that you see in the exercise menu bar. A gold star indicates that it is a favourite exercise.
To find your favourites, click the star button to the right of the filter bar in the upper part of the Exercises page (see image below).