In a large bowl or a stand mixer, beat butter and sugar together. Next, mix in mashed bananas and vanilla.
Turn the mixer low and slowly add the dry ingredients.
Add in walnuts with a wooden spoon or spatula.
Pour mixture into the prepared loaf pan. Bake for 45 - 50 minutes or until the internal temperature is 205 degrees.