Book Image

Java Data Analysis

By : John R. Hubbard
Book Image

Java Data Analysis

By: John R. Hubbard

Overview of this book

Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the aim of discovering useful information. Java is one of the most popular languages to perform your data analysis tasks. This book will help you learn the tools and techniques in Java to conduct data analysis without any hassle. After getting a quick overview of what data science is and the steps involved in the process, you’ll learn the statistical data analysis techniques and implement them using the popular Java APIs and libraries. Through practical examples, you will also learn the machine learning concepts such as classification and regression. In the process, you’ll familiarize yourself with tools such as Rapidminer and WEKA and see how these Java-based tools can be used effectively for analysis. You will also learn how to analyze text and other types of multimedia. Learn to work with relational, NoSQL, and time-series data. This book will also show you how you can utilize different Java-based libraries to create insightful and easy to understand plots and graphs. By the end of this book, you will have a solid understanding of the various data analysis techniques, and how to implement them using Java.
Table of Contents (20 chapters)
Java Data Analysis
Credits
About the Author
About the Reviewers
www.PacktPub.com
Customer Feedback
Preface
Index

ENIAC


During World War II, the U. S. Navy had battleships with guns that could shoot 2700-pound projectiles 24 miles. At that range, a projectile spent almost 90 seconds in flight. In addition to the guns' elevation, angle of amplitude, and initial speed of propulsion, those trajectories were also affected by the motion of the ship, the weather conditions, and even the motion of the earth's rotation. Accurate calculations of those trajectories posed great problems.

To solve these computational problems, the U. S. Army contracted an engineering team at the University of Pennsylvania to build the Electronic Numerical Integrator and Computer (ENIAC), the first complete electronic programmable digital computer. Although not completed until after the war was over, it was a huge success.

It was also enormous, occupying a large room and requiring a staff of engineers and programmers to operate. The input and output data for the computer were recorded on Hollerith cards. These could be read automatically by other machines that could then print their contents.

ENIAC played an important role in the development of the hydrogen bomb. Instead of artillery tables, it was used to simulate the first test run for the project. That involved over a million cards.

Figure 5 ENIAC