Data science is an interdisciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from data. It combines principles and practices from various fields like mathematics, statistics, computer science, and domain-specific knowledge. The goal is to understand and model real-world phenomena, make predictions, and extract actionable information from data.