Master in Applied Computer Science (Machine Learning and Big Data)

Applied Computer Science, with a focus on Machine Learning and Big Data, is a master's degree program taught in English at Università degli Studi di Napoli 'Parthenope', in Napoli, Italy, over a two-year course of study. This field applies core computer science methods to the practical challenges of building intelligent systems and working with large volumes of data. Students typically study algorithms, data structures and software engineering as a foundation, then move into more specialized subjects such as machine learning techniques, statistical modeling, data mining, and the distributed computing systems used to store and process big data. Coursework often covers areas such as neural networks and deep learning, data visualization, and the software tools and platforms used in industry for large-scale data analysis, alongside the mathematical and statistical foundations that support these methods. Because machine learning and big data techniques are now used across nearly every industry, students in this field may also encounter applications connected to business analytics, natural language processing, or computer vision, depending on the specific track followed. Graduates of programs in this area are prepared for roles such as data scientist, machine learning engineer, data engineer and software developer, working across technology companies, finance, healthcare, retail and any organization that relies on data-driven decision-making. Some continue into further academic research, given how rapidly methods in machine learning continue to develop. Studying this program in English at Università degli Studi di Napoli 'Parthenope' allows international students to pursue applied computer science training in Napoli, with admission open to holders of a bachelor's degree or equivalent qualification.