Making sense of data II: a practical guide to data visualization, advanced data mining methods, and applications

This book describes a series of advanced data mining methods such as principal component analysis and logistic regression. The application of data mining methods to a variety of applications, such as data mining text or business data, is described. The TraceisTM software provides hands-on, practical experienceof the methods outlined, and a tutorial of the complementary software is provided on the book's related web site. This software could be used in undergraduate and graduate courses in data analysis and data mining as well by professionals to aid learning. The book is divided into the following four sections: Data Mining Processes; Advanced Methods; Applications; and Tutorials. The subject matter is described in a straightforward manner and is presented using a step-by-step process. Issues that need to be thought through are discussed, and the technical topics are described at an appropriate level that allows the reader to effectively use the methods.

• ISBN: 978-0-470-22280-5
• Editorial: John Wiley & Sons
• Encuadernacion: Rústica
• Páginas: 291
• Fecha Publicación: 10/03/2009
• Nº Volúmenes: 1
• Idioma: Inglés