Data Mining: Practical Machine Learning Tools And Techniques

This book presents this new discipline in a very accessible form: as a text
both to train the next generation of practitioners and researchers and to inform
lifelong learners like myself. Witten and Frank have a passion for simple and
elegant solutions. They approach each topic with this mindset, grounding all
concepts in concrete examples, and urging the reader to consider the simple
techniques first, and then progress to the more sophisticated ones if the simple
ones prove inadequate.
If you are interested in databases, and have not been following the machine
learning field, this book is a great way to catch up on this exciting progress. If
you have data that you want to analyze and understand, this book and the associated Weka toolkit are an excellent way to start.