The most important aspect of healthy eating is being sure you are eating a balanced diet of carbohydrates, protein, fruits, vegetables, and fats. Yes, even fats. Do not get caught buying into fad diets that cut out any one of these completely. Your body needs each of the main food groups. It's all about proportions.
Check out the link provided for the most current recommendations.