You can bookmark an event by selecting the star icon on the event card. You can then check to see which events you've saved so that you can decide to join them at a later time. Be careful waiting too long to join as events can fill up quick!
To check your bookmarked events: Go to Events > Your Events
Your events will be under "Watching".