GALASSO FABIO
(programma)
This course is an introduction to the basic toolkit of data analysis using the R programming language, and an introduction to programming using the Python programming language. The main data analysis topics covered are the following (not necessarily in chronological order): regression; classification; computational complexity and NP-hardness; clustering; linear and integer programming.
- Bertsimas, O'Hair, Pulleyblank: "The Analytics Edge". Dynamic Ideas LLC, 2016. ISBN: 098991089X, 9780989910897. - EdX Course: https://www.edx.org/course/analytics-edge-mitx-15-071x-3 R: - R for data science: http://r4ds.had.co.nz Python: - The Python Tutorial: https://docs.python.org/3/tutorial/
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