Machine learning can be used in marketing in supervised and unsupervised ways to better target customers. Supervised learning uses labeled training data to classify customers, while unsupervised learning finds hidden patterns in unlabeled data. These techniques can help analyze existing customers, detect the most valuable ones, prevent customer churn, recommend the right products to buyers, and power personalized email campaigns and creative marketing strategies.