For the second time, we are proposing a “night-time” multidisciplinary interactive mini-course that introduces data science concepts, methods and use cases to bachelor students (and master students of different faculties such as management, design, architecture, and so on) of Politecnico di Milano.
The full program of the mini-course is:
| Day | Topic | Instructor | Classroom (DEIB) | Materials |
| 4/2/2019 | Intro to big data and data science.(Re)descovering SQL. | Ceri / Brambilla | Seminari | Intro |
| 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/ Ramponi/ Di Giovanni | Conferenze | Classification, neural networks, CNN, RNN, DNN, Deep learning |
| 14/2/2019 | Hands-on data analysis | Ramponi/ Di Giovanni | Seminari | Python-datascienceNN-Keras |
| 20/2/2019 | Scenarios: Genomics, Bots and Fake News | Ceri /Daniel | Seminari | Bots and fake news |
| 21/2/2019 | Statistics in practice | Vantini | Seminari | |
| 27/2/2019 | Data visualization | Ciuccarelli | Seminari | Datascience Challenges |
The course is in Italian, with teaching materials in English.
Classes are always from 5:30pm to 7:00pm.
You can read more at:
http://datascience.deib.polimi.it/course/crash-course-data-science-peopledeib/
Or you can get in touch if you want more details: marco.brambilla@polimi.it.
