Books and publications

Read about our books and publications.

Books

datamining

Dive into machine learning. Our 4th edition, with Chris Pal joining Ian Witten, Eibe Frank, Mark Hall, offers accessible insights and explores modern probabilistic modeling and deep learning.

machinelearningfordatastreams

This textbook is a resource intended to help students and practitioners enter the field of machine learning and data mining for data streams. The online version of the book is now complete and will remain available online for free.