The primary use of machine learning in technology is to enable systems to learn from data and improve their performance over time without being explicitly programmed. It is applied in numerous applications including predictive analytics, image recognition, and natural language processing. By identifying patterns and insights from vast datasets, machine learning enhances automation, personalizes experiences, and drives innovation in various industries. Its adaptability allows it to tackle complex problems that traditional algorithms struggle with, ultimately resulting in more efficient and effective technological solutions.