Machine learning platforms analyze historical data from past email campaigns to identify patterns and trends. These platforms use this data to make predictions and recommendations for future campaigns. For instance, they can recommend the best time to send emails by analyzing open rates from past campaigns. These platforms employ techniques such as natural language processing (NLP) to understand and generate text, and predictive analytics to forecast future trends.