Amino acids are synthesized through two primary pathways: transamination and amidation. In transamination, an amino group is transferred from one amino acid to a keto acid, forming a new amino acid. Amidation involves the addition of an amine group to a precursor molecule. Both pathways are essential for producing non-essential amino acids, which the body cannot obtain from diet alone.