Machine learning plays a crucial role in promoting student success. By analyzing vast amounts of student data, machine learning algorithms identify areas of improvement, develop personalized learning plans, and recommend tailored resources. This helps students focus on their specific needs, enhances their learning outcomes, and supports their overall academic progress.