The document introduces data science as an interdisciplinary field focused on extracting knowledge from data, highlighting its application across various sectors. It discusses big data's challenges and introduces data analytics as a method to analyze raw data for insights. Key roles in this field include data scientists, data analysts, and big data specialists.