Yes, machine learning can significantly enhance web development efficiency by automating tasks like code generation, error detection, and user behavior analysis. It helps developers personalize user experiences through predictive analytics and smart recommendations. Machine learning models can optimize page load times, automate testing, and even detect security vulnerabilities in real-time. This allows developers to focus more on creativity and less on repetitive coding. With continuous learning capabilities, systems can evolve based on usage patterns, ensuring dynamic and responsive websites. If you want to explore more, check out an AI Machine Learning course.