Seeing almonds in your dream could indicate a release from health-related issues. It may signal a need for change in your life, such as losing a job or filing a complaint against an authority. The presence of almonds can also represent memories of deceased individuals, suggesting that you are honoring them in your thoughts or feeling their absence.
From Imam Muhammad Ibn Seerin's Dictionary of Dreams According to Islamic Inner Traditions â entry "Almond" (page 8).
In a dream, almond represent a cure for an illness, impeachment of a governor or loss of one's job. In a dream, almond also represent a deceased person in his shroud or in his grave. Yet, seeing fresh green almond in season in a dream means profits and blessings. Sweet almond in a dream represent lawful money or earnings, depending on the quantity one sees in his dream. Eating sweet almond in a dream means profits, though to be earned with a fight. Plucking almond from a tree in a dream means earning money from a niggardly person with a fight. An almond tree in a dream also represents one who is stingy with people, though generous with his wife and children. Eating sweet almond in a dream also means tasting the sweetness of one's faith. Bitter almond in a dream means truth. Eating almond in a dream means money and a good health. An almond tree also represents a stranger. Seeing oneself showered with almond shells in a dream means receiving a new garment. Dry almond in a dream means sorrow, rage and clamor. Eating a leaf from an almond tree in a dream means receiving money from someone in authority and enjoying the gift.
Note: Islamic dream interpretation depends on the dreamer's circumstances and state. This is a general guide drawn directly from the source book.