Management of technologies, innovation and sustainability

1 General Overview: Introduction to key concepts, including social media mining and graph theory. 2 Complex Networks: Exploration of complex networks such as random and scale-free networks. 3 Basic Computer Science: Deep dive into computer architectures, algorithms, and databases. 4 Basics of R: Comprehensive learning of R for data manipulation, visualization, and analysis. 5 Basic and Advanced Analytics: Hands-on experience with essential data science techniques and understanding privacy issues related to data. 6 Network Analytics: Practical network analysis using iGraph. 7 Project Mentoring: Application of learned concepts in a practical project with guidance from the instructor.

N/A - nessun prerequisito

Materiali proposti dal docente

Lezione Frontale ed Esercitazioni

project presentation

Lezione Frontale ed Esercitazioni

Detailed Program: The course is strategically structured into six units: 1 General Overview: Introduction to key concepts, including social media mining and graph theory. 2 Complex Networks: Exploration of complex networks such as random and scale-free networks. 3 Basic Computer Science: Deep dive into computer architectures, algorithms, and databases. 4 Basics of R: Comprehensive learning of R for data manipulation, visualization, and analysis. 5 Basic and Advanced Analytics: Hands-on experience with essential data science techniques and understanding privacy issues related to data. 6 Network Analytics: Practical network analysis using iGraph. 7 Project Mentoring: Application of learned concepts in a practical project with guidance from the instructor.

Basic notions of mathematics and statistics

- Wickham, H., & Grolemund, G. (2017). R for data science (Vol. 2). Sebastopol, CA: O'Reilly. - Newman, M. (2018). Networks. Oxford university press. - Network Science, A.L. Barabàsi http://networksciencebook.com

Classes in person

Oral exam

- Wickham, H., & Grolemund, G. (2017). R for data science (Vol. 2). Sebastopol, CA: O'Reilly. - Newman, M. (2018). Networks. Oxford university press. - Network Science, A.L. Barabàsi http://networksciencebook.com

In person lessons