The 4th International Data Science Conference (iDSC 2021) brings together researchers, scientists, and business experts to discuss means of establishing new ways of embracing agile approaches within the various domains of Data Science & Artificial Intelligence, Internet of Things (IoT), Industry & Production 4.0, including the dependability of systems, data mining, or visualization and communication as well as case studies and best-practices from leading research institutions and business companies.