Machine learning is a subset of artificial intelligence focused on developing algorithms that enable systems to improve their performance based on experience. By recognizing patterns in data, these algorithms can make decisions or predictions without being explicitly programmed for each scenario. Key techniques include supervised learning, unsupervised learning, and reinforcement learning, which allow for various applications, such as image recognition and natural language processing.