The document is an introduction to machine learning that was prepared by Md. Mizanur Rahman Nayeem of Daffodil International University. It defines machine learning and discusses why it is useful, how humans learn versus how machines learn, the categories and techniques of machine learning, applications of machine learning, and the future of machine learning. References are provided at the end.