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Java Data Analysis

You're reading from   Java Data Analysis Data mining, big data analysis, NoSQL, and data visualization

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Product type Paperback
Published in Sep 2017
Publisher Packt
ISBN-13 9781787285651
Length 412 pages
Edition 1st Edition
Languages
Concepts
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Author (1):
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John R. Hubbard John R. Hubbard
Author Profile Icon John R. Hubbard
John R. Hubbard
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Table of Contents (14) Chapters Close

Preface 1. Introduction to Data Analysis 2. Data Preprocessing FREE CHAPTER 3. Data Visualization 4. Statistics 5. Relational Databases 6. Regression Analysis 7. Classification Analysis 8. Cluster Analysis 9. Recommender Systems 10. NoSQL Databases 11. Big Data Analysis with Java A. Java Tools Index

VisiCalc

In 1979, Harvard student Dan Bricklin was watching his professor correct entries in a table of finance data on a chalkboard. After correcting a mistake in one entry, the professor proceeded to correct the corresponding marginal entries. Bricklin realized that such tedious work could be done much more easily and accurately on his new Apple II microcomputer. This resulted in his invention of VisiCalc, the first spreadsheet computer program for microcomputers. Many agree that that innovation transformed the microcomputer from a hobbyist's game platform to a serious business tool.

The consequence of Bricklin's VisiCalc was a paradigm shift in commercial computing. Spreadsheet calculations, an essential form of commercial data processing, had until then required very large and expensive mainframe computing centers. Now they could be done by a single person on a personal computer. When the IBM PC was released two years later, VisiCalc was regarded as essential software for business and accounting.

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