The Crash Course in Data Science is a multidisciplinary introduction to data science targeted to B.Sc. students. The course is held in Italian and the materials are in English.
Agenda
The agenda of the 2018 edition is as follows:
Intro and big data (2h): Stefano Ceri
Statistics (3h): Simone Vantini
Data science 1 (2h): Marco Brambilla
Data science 2 (2h): Marco Brambilla
Domain-specific (2h): Ciro Cattuto (ISI, Epidemiology), Paola Bertola (Digital Fashion)
Domain-specific (1h): Stefano Ceri (Genomic Computing)
Cloud data platforms (1h): Marco Brambilla
Data visualization (3h): Paolo Ciuccarelli
Materials
The course materials are available here:
- Course Intro
- Big Data Intro (2MB)
- NoSql Databases (5MB)
- Statistical foundations for data science (21MB)
- Data wrangling and clustering (27MB)
- Prediction and classification (24MB)
- Genomic Computing (4MB)
- Data Visualization (124MB)