Data Mining: A Tutorial-Based Primer 2nd Edition




Data Mining: A Tutorial-Based Primer 2nd Edition

Book Name : Data Mining: A Tutorial-Based Primer


Edition : 2nd Edition | | ISBN : 1498763979



Category : Programming & IT


Format / Pages : PDF - 529 Pages


Book Description

Data Mining: A Tutorial-Based Primer 2nd Edition pdf

"Dr. Roiger does an excellent job of describing in step by step detail formulae involved in various data mining algorithms, along with illustrations. In addition, his tutorials in Weka software provide excellent grounding for students in comprehending the underpinnings of Machine Learning as applied to Data Mining. The inclusion of RapidMiner software tutorials and examples in the book is also a definite plus since it is one of the most popular Data Mining software platforms in use today."

 

--Robert Hughes, Golden Gate University, San Francisco, CA, USA

 

Data Mining: A Tutorial-Based Primer, Second Edition provides a comprehensive introduction to data mining with a focus on model building and testing, as well as on interpreting and validating results. The text guides students to understand how data mining can be employed to solve real problems and recognize whether a data mining solution is a feasible alternative for a specific problem. Fundamental data mining strategies, techniques, and evaluation methods are presented and implemented with the help of two well-known software tools.

Several new topics have been added to the second edition including an introduction to Big Data and data analytics, ROC curves, Pareto lift charts, methods for handling large-sized, streaming and imbalanced data, support vector machines, and extended coverage of textual data mining. The second edition contains tutorials for attribute selection, dealing with imbalanced data, outlier analysis, time series analysis, mining textual data, and more.

The text provides in-depth coverage of RapidMiner Studio and Weka’s Explorer interface. Both software tools are used for stepping students through the tutorials depicting the knowledge discovery process. This allows the reader maximum flexibility for their hands-on data mining experience.

 

 


Preview Data Mining: A Tutorial-Based Primer Pdf

Preview eBook

Download Data Mining: A Tutorial-Based Primer 2nd Edition Pdf




This site comply with DMCA digital copyright. We do not store files not owned by us, or without the permission of the owner. We also do not have links that lead to sites DMCA copyright infringement.


If You feel that this book is belong to you and you want to unpublish it, Please Contact us .


Tags


Books For Same Author:

Data Mining

Search

Most Read

Advanced MR Neuroimaging: From Theory to Clinical Practice The Art of Combining Surgical and Non Surgical Techniques in Aesthetic Medicine Clinical Cases in Endodontics Assistive Technology Assessment Handbook Fast Facts: Chronic Obstructive Pulmonary Disease Health Promotion in Disease Outbreaks and Health Emergencies Handbook of Hematologic Malignancies Evaluation and Testing in Nursing Education

Last Added

Hybrid Intelligence for Image Analysis and Understanding Metal Programming Guide Automotive Cybersecurity Robotics for Young Children Data Protection and Privacy Microsoft Excel for Finance Applications Embedded System Design Beginning Programming with Python For Dummies C A Software Engineering Approach Learn Android Studio 3 Pro iPhone Development with Swift 4 Pro JPA 2 in Java EE 8