Analisi dei dati (699AA)
(Corso di Laurea in Matematica, 2022/23)
Description
Public page of the course Data Analysis (Analisi dei dati) for the Master course in Mathematics. Leonardo Roveri is the tutor of the course.
Student office hours
Meetings can be arranged by e-mail.
Course material
Course syllabus
Recommended lectures
- S. Ben-David, S. Shalev-Shwartz, Understanding Machine Learning: From Theory To Algorithms
- T. Hastie, R. Tibshirani, J. Friedman, The elements of Statistical Learning
- J. Gareth, D. Witten, T. Hastie, R. Tibshirani, An introduction to statistical learning
Exams
The exam can be taken by one of the following two modes
- Report: this is reserved only for attending students. It is required to preprare a report detailing the analysis of a problem and the proposal of a solution, based on data. The report should include the code used for the analysis and the solution. In addition, student are required to solve 30% of the exercises of the problem sheets assigned during the course (group work allowed and encouraged) by the day of the exam.
- Exam interview: this is the standard mode for exams and consist in a interview about course material and on the discussion of one or more of the exercises in the problem sheets. Students are required to solve 100\% of the exercises of the problem sheets assigned during the course (no group work) by the day of the exam. The interview schedule will follow the general exams timetable.