The Crash Course in Data Science is a multidisciplinary introduction to data science targeted to B.Sc. students. It is part of the Passion in Action innovative teaching program of Politecnico di Milano, within the People@Deib activities.
The course is held in Italian and the materials are in English.
Agenda
The agenda (in Italian) of the 2019 edition is as follows:
| Day | Topic | Instructor | Classroom (DEIB) | Materials |
| 4/2/2019 | Intro to big data and data science.(Re)descovering SQL. | Ceri / Brambilla | Seminari | Intro (slides) |
| 5/2/2019 | Big Data and NoSQL. | Brambilla | Conferenze | NoSQL overview |
| 8/2/2019 | Data Analysis: dimensionality, clustering | Brambilla | Seminari | Dimensionality Reduction & Clustering |
| 12/2/2019 | Data analysis: classification & hands-on on machine learning, AI, neural networks, deep learning | Brambilla/ Di Giovanni | Conferenze | Classification, neural networks, CNN, RNN, DNN, Deep learning |
| 14/2/2019 | Hands-on data analysis | Ramponi/ Di Giovanni | Seminari | Python-datascience |
| 20/2/2019 | Genomics scenarios + Hands-on data analysis |
Ceri /Ramponi/ Di Giovanni | Seminari | |
| 21/2/2019 | Statistics in practice | Vantini | Seminari | |
| 27/2/2019 | Data visualization | Ciuccarelli | Seminari |