The research line on Data and Systems Intelligence (DSI) strives to devise innovative solutions for large‐scale data problems and complex systems. DSI intersects areas of recent high visibility and impact, such as Machine Learning and Data Mining, but also the general fields of Artificial Intelligence. This highly multidisciplinary research line, aims at advancing research and knowledge in the recent flagship application and research domain of Data Science, Web Science, and Network Science; promotes synergies with other research lines regarding data centric research; and bridges training, research, and industry by supervising MSc students at the new Master in Data Science at FCUL, and highly motivated PhD students.