Machine learning in web development involves integrating algorithms that enable applications to learn from and make predictions based on data. It enhances user experiences through personalized content, recommendations, and intelligent search features. By leveraging data, machine learning can optimize web performance, automate tasks, and improve decision-making in real-time.