Machine learning is transforming video advertising by analyzing vast amounts of data from businesses and social media to identify consumer preferences, behavior patterns, and market trends. It can then generate insights and even predict future consumer behavior. By combining video advertising with machine learning capabilities, advertisers can more easily target specific audiences and demographics.