- Data Science M
- Summary
Course Syllabus
Obiettivi formativi
Data Science M è composto da due moduli:
Data Mining M
Il corso si pone come obiettivo l'approfondimento di tecniche per l'analisi dei dati e di data mining e il perfezionamento delle abilità di modellizzazione con finalità previsiva, con relative implementazioni nell’ambiente di programmazione R.
Per maggiorni informazioni: https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
Il corso si pone come obiettivo l'acquisizione delle principali tecniche di statistical learning (SL) e la loro implementazione nell’ambiente di programmazione R. Durante il corso verrà data particolare enfasi alla algorithmic modeling culture, prestando anche attenzione alla stima dell'incertezza nelle previsioni.
Per maggiori informazioni : https://elearning.unimib.it/course/info.php?id=51210
Contenuti sintetici
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Programma esteso
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Prerequisiti
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Metodi didattici
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Modalità di verifica dell'apprendimento
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Testi di riferimento
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Periodo di erogazione dell'insegnamento
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Lingua di insegnamento
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Sustainable Development Goals
Learning objectives
Data Science M is composed by two modules
Data Mining M
The course aims to provide data analysis and data mining tecniques and to improve predictive modelling skills by using the R software environment for statistical computing.
For more details, please see: https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
The course aims to acquire the main techniques of statistical learning (SL) and their implementation in the R programming environment. During the course, emphasis will be placed on the algorithmic modelling culture, while also paying attention to the estimation of uncertainty in predictions.
For more details, please see : https://elearning.unimib.it/course/info.php?id=51210
Contents
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Detailed program
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Prerequisites
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Teaching methods
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Assessment methods
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Textbooks and Reading Materials
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Semester
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210
Teaching language
Data Mining M
https://elearning.unimib.it/course/info.php?id=51202
Statistical Learning M
https://elearning.unimib.it/course/info.php?id=51210