Sequence mining is a data mining technique focused on identifying and analyzing patterns or regularities in sequential data, which is crucial in various fields like bioinformatics, market basket analysis, and web usage mining. It involves discovering frequent subsequences, patterns, or trends over time, enabling predictive analytics and decision-making based on historical data sequences.