Key Features

• Get your fundamentals correct for facts research with Java and make experience of your info via powerful visualizations.
• Use a number of Java APIs and instruments equivalent to Rapidminer and WEKA for powerful info research and computer learning.
• Your better half to realizing and imposing an outstanding information research resolution utilizing Java

Book Description

Data research is a means of analyzing, detoxing, reworking, and modeling info with the purpose of learning invaluable info. And Java is among the popularly used languages for doing all of your facts research tasks.

This e-book can help you examine the instruments and methods in Java to behavior info research with none trouble. once you have a brief evaluation of what information technological know-how is and the stairs concerned about the method, you'll research the statistical facts research innovations and enforce them utilizing the preferred Java APIs and libraries. via useful examples, additionally, you will examine the computing device studying recommendations akin to class and regression. within the strategy, you'll make yourself familiar with instruments similar to Rapidminer and WEKA and notice how those Java-based instruments can be utilized successfully for research. additionally, you will tips on how to research textual content and different varieties of multimedia. learn how to paintings with relational, NoSQL and time-series facts. This e-book also will exhibit you ways you could make the most of various Java-based libraries to create insightful and simple to appreciate plots and graphs..

By the top of this e-book, you could have an effective figuring out of a few of the info research recommendations, and the way to enforce them utilizing Java.

What you are going to learn

• Develop Java courses that research facts units of approximately any measurement, together with text
• Implement vital computer studying algorithms reminiscent of regression, type, and clustering
• Interface with and observe commonplace open-source Java libraries and APIs for examining and visualizing data
• Process information from either relational and non-relational databases and from time-series data.
• Employ Java instruments for visualizing facts in numerous forms
• Understand multimedia information research algorithms and enforce them in Java.

About the Author

John R. Hubbard has been doing computer-based information research for over 40 years, at faculties and universities in Pennsylvania and Virginia. He holds an M.S. in laptop technological know-how from Penn country college and a Ph.D. in arithmetic from the collage of Michigan. he's at the moment Professor of arithmetic and machine technology, Emeritus, on the collage of Richmond, the place he has been educating facts constructions, database platforms, numerical research, and massive data.

Dr. Hubbard has released many books and study papers, together with six different books on computing. a few of these books were translated into German, French, chinese language, and 5 different languages. he's additionally an novice timpanist.