95631 - MACHINE LEARNING AND DATA MINING

Anno Accademico 2024/2025

  • Docente: Claudio Sartori
  • Crediti formativi: 6
  • SSD: ING-INF/05
  • Lingua di insegnamento: Inglese

Conoscenze e abilità da conseguire

At the end of the course the student knows and understands: - the motivation and the components of the Data Mining process; - the general concepts, technologies and methodologies of Data Warehouse, OLAP and Data Lake, as enabling factors of the Data Mining process; - the principles and the most relevant use cases of a wide set of Machine Learning algorithms which are used to extract relevant and actionable information from large amounts of data. At the end of the course the student is able to: - design the main steps of a Data Mining process - choose the Machine Learning methods best suited for the process - evaluate the quality of the result in order to support strategic and operational decisions.

Contenuti

Il corso e' tenuto in lingua inglese. Per i contenuti e le altre informazioni sul corso si faccia riferimento alla versione inglese.

Link ad altre eventuali informazioni

https://virtuale.unibo.it/

Orario di ricevimento

Consulta il sito web di Claudio Sartori