This article discusses the growing interest in data science and its various applications, including artificial intelligence and machine learning. The aim of the Special Issue is to provide innovative ideas and research solutions for data analysis and modeling in different domains. Manuscripts can be submitted online for peer review and accepted papers will be published in the journal.