By Daniel T. Larose
Follow robust information Mining tools and versions to Leverage your info for Actionable Results
Data Mining equipment and versions provides:
• the most recent options for uncovering hidden nuggets of information
• The perception into how the knowledge mining algorithms truly work
• The hands-on event of acting information mining on huge facts sets
Data Mining equipment and Models:
• Applies a "white box" method, emphasizing an realizing of the version buildings underlying the softwareWalks the reader throughout the quite a few algorithms and gives examples of the operation of the algorithms on genuine huge information units, together with a close case learn, "Modeling reaction to Direct-Mail Marketing"
• checks the reader's point of realizing of the innovations and methodologies, with over a hundred and ten bankruptcy exercises
• Demonstrates the Clementine information mining software program suite, WEKA open resource facts mining software program, SPSS statistical software program, and Minitab statistical software
• contains a better half website, www.dataminingconsultant.com, the place the information units utilized in the booklet can be downloaded, besides a complete set of knowledge mining assets. school adopters of the ebook have entry to an array of invaluable assets, together with ideas to all workouts, a PowerPoint(r) presentation of every bankruptcy, pattern facts mining path initiatives and accompanying facts units, and multiple-choice bankruptcy quizzes.
With its emphasis on studying by way of doing, this can be an exceptional textbook for college kids in enterprise, desktop technological know-how, and statistics, in addition to a problem-solving reference for facts analysts and execs within the field.
An Instructor's guide proposing certain recommendations to the entire difficulties within the publication is offered onlne.