Books
1.Introduction to Data Mining (Second Edition)
https://www-users.cs.umn.edu/~kumar001/dmbook/index.php
2.Data Mining Practical Machine Learning Tools and Techniques Fourth Edition (wekabook)
ftp://ftp.ingv.it/pub/manuela.sbarra/Data%20Mining%20Practical%20Machine%20Learning%20Tools%20and%20Techniques%20-%20WEKA.pdf
https://www.cs.waikato.ac.nz/ml/weka/book.html
3.Introduction to Audio Analysis
https://www.elsevier.com/books/introduction-to-audio-analysis/giannakopoulos/978-0-08-099388-1
Software
1.Weka (free at https://www.cs.waikato.ac.nz/ml/weka/downloading.html)
2.Matlab (UNIMI license)
More information on the course and its content is available on Ariel (https://ariel.unimi.it/).