Machine learning is a subfield of artificial intelligence (AI) that focuses on the development of algorithms and statistical models that enable computers to perform tasks without explicit instructions. Machine learning algorithms learn from data and improve their performance over time. There are various types of machine learning algorithms, including supervised learning, unsupervised learning, semi-supervised learning, and reinforcement learning.