Machine learning (ML) is a field of computer science that employs algorithms and statistical models to enable computers to perform tasks without explicit instructions. Instead of hardcoding rules, ML algorithms use patterns and inference to predict outcomes based on input data. ML is increasingly used in various applications, including speech recognition, image classification, and personalized recommendations.