Statistical Data Analysis with Java

Are you willing to know how to model and visualize your data efficiently with Java in a jiffy in order to get familiar with the various types of data analysis so you can make sense of your data with Java? Then this course is for you!

With this comprehensive course, you'll begin learning to apply the basic analysis to your business needs and create time-series predictions along with implementing statistical data analysis techniques using Java APIs. Then you'll learn about how to obtain, understand, and evaluate the text. Then you will learn to apply analysis techniques, so as to gain valuable insights provided by software programs after processing the information; along with this, you will also be learning various java tools to visualize data in various forms.

Contents and Overview

This training program includes 2 complete courses, carefully chosen to give you the most comprehensive training possible.

The first course, Basic Data Analysis with Java starts by showing you the various techniques of pre-processing your data. You will then get well-versed with the basics of data analysis with Java, how data changes state, and how Java fits into the analysis. You will then learn to apply the basic analysis to your business needs and create time-series predictions. Finally, you will see how to implement statistical data analysis techniques using Java APIs. You will also use JDBC to connect Java to SQL and MySQL databases. At the end of the video course, you will also see how to work with NoSQL databases.

The second course, Making Sense of Data with Java starts by showing you how to obtain, understand, and evaluate the text. You’ll look at different files and see how to apply analysis techniques, so your software programs can make sense of information to gain valuable insights. You’ll also learn to use Java tools to visualize data in various forms. Finally, you will be walked through different methods to analyze text, big data, and other types of multimedia such as image analysis, facial analysis, and pattern recognition.

About the Authors:

• Erik Costlow was the principal product manager for Oracle’s launch of Java 8. His background is in software security analysis, dealing with the security issues that rose to the surface within Java 6 and Java 7. While working on the JDK, Erik applied different data analysis techniques to identify and mitigate ways that threats could propagate through the overall Java platform and overlying applications.