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.
The agenda (in Italian) of the 2019 edition is as follows:
|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||Scenarios: Genomics, Social Media Knowledge, Bots and Fake News||Ceri /Ramponi/ Di Giovanni/Daniel||Seminari||Bots and fake news|
|21/2/2019||Statistics in practice||Vantini||Seminari|
|27/2/2019||Data Visualization &
Data science challenges
|Ciuccarelli / Brambilla||Seminari||Data science challenges|