This masterclass will provide a systematic review of the data science ecosystem. It will focus on the main pillars of data engineering, data analysis, data protection, and data ethics, emphasizing the interdisciplinary nature of the field. It will also discuss the social and public policy aspects of data science and give examples from application domains.