Machine learning is primarily concerned with developing algorithms that allow computers to learn from and make predictions or decisions based on data. Within the field of artificial intelligence, it focuses on teaching machines to identify patterns, recognize trends, and improve their performance over time without being explicitly programmed. This technology is applied in various domains, including finance, healthcare, and marketing, driving advancements in data analysis, automation, and intelligent systems.