Data Science for Business Innovation
A collaboration between EIT Digital and Politecnico di Milano.
The course is specially developed for managers and decision-makers that need to handle the foundations of data analysis for making informed decisions on data-driven business, innovation path and strategies within the enterprise. It consists of introductory lectures spanning big data, machine learning, data valorization and communication. The course covers terminology and concepts, tools and methods, use cases and success stories of data science applications.
The course explains what is Data Science is and why it is so hyped, what value Data Science can create, what Data Science can solve, what the difference is between descriptive, predictive and prescriptive analytics, and what the roles of machine learning and artificial intelligence are. From a more technical perspective, the course covers what supervised, unsupervised and semi-supervised methods are, and what one can get out of classification, clustering, and regression techniques; the role of NoSQL data models and technologies, and the role and impact of scalable cloud- based computation platforms based on map-reduce and analogous paradigms, together with a description of platforms like Hadoop and Spark.
|English||EIT Digital and Politecnico di Milano joint digital certificate of participation.|
“This course is designed to achieve two synergic goals: first, build a solid foundation in planning and managing data-centric projects to support data-driven business strategies and innovation paths within your enterprise and, second, learn how to set measurable goals that enable the alignment of business and technical perspectives. The live sessions consist of interactive workshops and networking sessions where you will put in practice what you learnt on real-world cases, in collaboration with top managers from known companies from diverse sectors. You will experience a cross-disciplinary, cross-business innovation context where real problems and ideas are put on the table by high-valued executives, managers and business professionals, and a tailored and one-to-one interaction with world-renowned data science experts, with strong academic background and extensive industrial and educational experience.”
Prof. Marco Brambilla, Politecnico di Milano
Politecnico di Milano is a scientific-technological university which trains engineers, architects and industrial designers. It was founded in 1863 and it is the top technical university in Italy, ranked within the best 150 universities in the world. The University’s research has always been linked to didactics and it is a priority commitment which has allowed Politecnico di Milano to achieve high quality results at an international level as to join the university to the business world. Research constitutes a parallel path to that formed by cooperation and alliances with the industrial system. By referring back to the needs of the industrial world and public administration, research is facilitated in following new paths and dealing with the need for constant and rapid innovation.