Almonds are often associated with weddings, so a dream about almonds will often have to do with a union of some kind.
This may be an actual wedding, but it can also be a union of ideas or a union of different aspects of your personality.
Because almonds bloom very early in the year, sometimes before a frost is liable to set in, the almond is often considered a symbol of hope.
Thus, a dream that you are eating almonds can mean that you are gaining hope about something.
Almonds are associated with masculinity and male sexuality.
Traditionally, the almond is a sign of good luck.