Data science is the field of study that involves extracting insights and knowledge from data. It combines statistics, mathematics, programming, and domain expertise to analyze and interpret complex data sets. Data scientists use various techniques such as data mining, machine learning, and predictive analytics to uncover patterns, make predictions, and drive decision-making. They also work with tools and technologies like Python, R, SQL, and visualization libraries to clean, analyze, and present data in a meaningful way.