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Data Science Lab at Politecnico di Milano

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Crash Course in Data Science – Passion in Action

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)

SQL (slides)

5/2/2019 Big Data and NoSQL. Brambilla Conferenze NoSQL overview

NoSQL Databases

Graph Databases

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

NN-Keras

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

Possible Theses and Projects

Recent News

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