A machine learning course teaches you how to make computers learn from data and improve their performance without being explicitly programmed. You will learn how to collect and prepare data, create models, and use algorithms to make predictions or decisions. The course covers practical skills like analyzing patterns, solving real-life problems, and building applications such as recommendation systems, chatbots, or fraud detection tools.