Machine Learning by Tom Mitchell, McGraw Hill, 1997
slides
Data Mining: Practical Machine Learning Tools and Techniques
Ian H. Witten, Eibe Frank, Mark A. Hall (Weka book)
Data Science for Bussiness Foster Provost & Tom Fawcett
Knowledge discovery in databases by Petr Berka (in Czech)