Amazon.com: Data Mining: The Textbook eBook: Charu C. Aggarwal: Kindle Store

This is an excellent book both in depth and breadth of the topics covered. It gives descriptions, analyses, and insights about the most popular algorithms on various topics, and it covers many more areas than most books. The book is well integrated across the broad diversity of topics that are covered, and connections between methods and topics are pointed out throughout the book. I wouldn't agree with an earlier review that the descriptions are short or introductory. For most of the important topics, a lot of detail is provided in terms of algorithm description and pseudo-code.