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R: Recipes for Analysis, Visualization and Machine Learning

Get savvy with R language and actualize projects aimed at analysis, visualization and machine learningAbout This BookProficiently analyze data and apply machine learning techniquesGenerate visualizations, develop interactive visualizations and applications to understand various data exploratory functions in RConstruct a predictive model by using a variety of machine learning packagesWho This Book Is ForThis Learning Path is ideal for those who have been exposed to R, but have not used it extensively yet. It covers the basics of using R and is written for new and intermediate R users interested in learning. This Learning Path also provides in-depth insights into professional techniques for analysis, visualization, and machine learning with R – it will help you increase your R expertise, regardless of your level of experience.What You Will LearnGet data into your R environment and prepare it for analysisPerform exploratory data analyses and generate meaningful visualizations of the dataGenerate various plots in R using the basic R plotting techniquesCreate presentations and learn the basics of creating apps in R for your audienceCreate and inspect the transaction dataset, performing association analysis with the Apriori algorithmVisualize associations in various graph formats and find frequent itemset using the ECLAT algorithmBuild, tune, and evaluate predictive models [...]

Big Data Analytics with Spark: A Practitioner’s Guide to Using Spark for Large Scale Data Analysis

Big Data Analytics with Spark is a step-by-step guide for learning Spark, which is an open-source fast and general-purpose cluster computing framework for large-scale data analysis. You will learn how to use Spark for different types of big data analytics projects, including batch, interactive, graph, and stream data analysis as well as machine learning. In addition, this book will help you become a much sought-after Spark expert.Spark is one of the hottest Big Data technologies. The amount of data generated today by devices, applications and users is exploding. Therefore, there is a critical need for tools that can analyze large-scale data and unlock value from it. Spark is a powerful technology that meets that need. You can, for example, use Spark to perform low latency computations through the use of efficient caching and iterative algorithms; leverage the features of its shell for easy and interactive Data analysis; employ its fast batch processing and low latency features to process your real time data streams and so on. As a result, adoption of Spark is rapidly growing and is replacing Hadoop MapReduce as the technology of choice for big data analytics. This book provides an introduction to Spark and related big-data technologies. [...]

Next Generation Databases: NoSQLand Big Data

"It’s not easy to find such a generous book on big data and databases. Fortunately, this book is the one." Feng Yu. Computing Reviews. June 28, 2016. This is a book for enterprise architects, database administrators, and developers who need to understand the latest developments in database technologies. It is the book to help you choose the correct database technology at a time when concepts such as Big Data, NoSQL and NewSQL are making what used to be an easy choice into a complex decision with significant implications.The relational database (RDBMS) model completely dominated database technology for over 20 years. Today this "one size fits all" stability has been disrupted by a relatively recent explosion of new database technologies. These paradigm-busting technologies are powering the "Big Data" and "NoSQL" revolutions, as well as forcing fundamental changes in databases across the board.Deciding to use a relational database was once truly a no-brainer, and the various commercial relational databases competed on price, performance, reliability, and ease of use rather than on fundamental architectures. Today we are faced with choices between radically different database technologies. Choosing the right database today is a complex undertaking, with serious economic and technological consequences.Next Generation Databases demystifies [...]

Real-World Hadoop

If you’re a business team leader, CIO, business analyst, or developer interested in how Apache Hadoop and Apache HBase-related technologies can address problems involving large-scale data in cost-effective ways, this book is for you. Using real-world stories and situations, authors Ted Dunning and Ellen Friedman show Hadoop newcomers and seasoned users alike how NoSQL databases and Hadoop can solve a variety of business and research issues.You’ll learn about early decisions and pre-planning that can make the process easier and more productive. If you’re already using these technologies, you’ll discover ways to gain the full range of benefits possible with Hadoop. While you don’t need a deep technical background to get started, this book does provide expert guidance to help managers, architects, and practitioners succeed with their Hadoop projects.Examine a day in the life of big data: India’s ambitious Aadhaar projectReview tools in the Hadoop ecosystem such as Apache’s Spark, Storm, and Drill to learn how they can help youPick up a collection of technical and strategic tips that have helped others succeed with HadoopLearn from several prototypical Hadoop use cases, based on how organizations have actually applied the technologyExplore real-world stories that reveal how MapR customers combine use cases when [...]

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Mastering Today's Software by Edward G. Martin
Mastering Today's Software by Edward G. Martin

Mastering Today's Software by Edward G. Martin

Sunzi Bing Fa by Sun Tzu
Sunzi Bing Fa by Sun Tzu

Sunzi Bing Fa by Sun Tzu

Interactive Computing Series by Kenneth C. Laudon
Interactive Computing Series by Kenneth C. Laudon

Interactive Computing Series by Kenneth C. Laudon

Accounting Principles by Jerry J. Weygandt
Accounting Principles by Jerry J. Weygandt

Accounting Principles by Jerry J. Weygandt

The Theory of the Leisure Class by Thorstein Veblen
The Theory of the Leisure Class by Thorstein Veblen

The Theory of the Leisure Class by Thorstein Veblen

[to Promote Education of the Blind. ] by United States. Congress. Senate. Committee On Education and Labor
[to Promote Education of the Blind. ] by United States. Congress. Senate. Committee On Education and Labor

[to Promote Education of the Blind. ] by United States. Congress. Senate. Committee On Education and Labor

Think and Grow Rich by Napoleon Hill
Think and Grow Rich by Napoleon Hill

Think and Grow Rich by Napoleon Hill

Roughing It by Mark Twain
Roughing It by Mark Twain

Roughing It by Mark Twain

The Wealth of Nations by Adam Smith
The Wealth of Nations by Adam Smith

The Wealth of Nations by Adam Smith

Sixteenth Census of the United States by United States. Bureau of the Census
Sixteenth Census of the United States by United States. Bureau of the Census

Sixteenth Census of the United States by United States. Bureau of the Census

Steve Jobs by Walter Isaacson
Steve Jobs by Walter Isaacson

Steve Jobs by Walter Isaacson

[relief of C. J. Baronett. ] by United States. Congress. Senate. Committee On Territories
[relief of C. J. Baronett. ] by United States. Congress. Senate. Committee On Territories

[relief of C. J. Baronett. ] by United States. Congress. Senate. Committee On Territories

Gödel, Escher, Bach by Douglas R. Hofstadter
Gödel, Escher, Bach by Douglas R. Hofstadter

Gödel, Escher, Bach by Douglas R. Hofstadter

The Principles of Computer Hardware by Clements, Alan
The Principles of Computer Hardware by Clements, Alan

The Principles of Computer Hardware by Clements, Alan

Digital Computer Fundamentals by Thomas C. Bartee
Digital Computer Fundamentals by Thomas C. Bartee

Digital Computer Fundamentals by Thomas C. Bartee

Computers and Society by Stanley Rothman
Computers and Society by Stanley Rothman

Computers and Society by Stanley Rothman

The Fifth Generation by Edward A. Feigenbaum
The Fifth Generation by Edward A. Feigenbaum

The Fifth Generation by Edward A. Feigenbaum

Digital Design by M. Morris Mano
Digital Design by M. Morris Mano

Digital Design by M. Morris Mano

Reliable Computer Systems by Daniel P. Siewiorek
Reliable Computer Systems by Daniel P. Siewiorek

Reliable Computer Systems by Daniel P. Siewiorek

Disaster Recovery Planning by Jon William Toigo
Disaster Recovery Planning by Jon William Toigo

Disaster Recovery Planning by Jon William Toigo

Just for Fun by Linus Torvalds
Just for Fun by Linus Torvalds

Just for Fun by Linus Torvalds

Computerization and Controversy by Charles E. M. Dunlop
Computerization and Controversy by Charles E. M. Dunlop

Computerization and Controversy by Charles E. M. Dunlop

The Second Self by Sherry Turkle
The Second Self by Sherry Turkle

The Second Self by Sherry Turkle

Mind Over Machine by Hubert L. Dreyfus
Mind Over Machine by Hubert L. Dreyfus

Mind Over Machine by Hubert L. Dreyfus



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Bible by Bible
Bible by Bible

Bible by Bible

Gulliver's Travels by Jonathan Swift
Gulliver's Travels by Jonathan Swift

Gulliver's Travels by Jonathan Swift

El Ingenioso Hidalgo Don Quijote de La Mancha by Miguel de Cervantes Saavedra
El Ingenioso Hidalgo Don Quijote de La Mancha by Miguel de Cervantes Saavedra

El Ingenioso Hidalgo Don Quijote de La Mancha by Miguel de Cervantes Saavedra

Julius Caesar by William Shakespeare
Julius Caesar by William Shakespeare

Julius Caesar by William Shakespeare

The Pilgrim's Progress by John Bunyan
The Pilgrim's Progress by John Bunyan

The Pilgrim's Progress by John Bunyan

Dubliners by James Joyce
Dubliners by James Joyce

Dubliners by James Joyce

Sonnets by William Shakespeare
Sonnets by William Shakespeare

Sonnets by William Shakespeare

Ab Urbe Condita by Titus Livius
Ab Urbe Condita by Titus Livius

Ab Urbe Condita by Titus Livius

King Henry V by William Shakespeare
King Henry V by William Shakespeare

King Henry V by William Shakespeare

Manifest der Kommunistischen Partei by Karl Marx
Manifest der Kommunistischen Partei by Karl Marx

Manifest der Kommunistischen Partei by Karl Marx

Leaves of Grass by Walt Whitman
Leaves of Grass by Walt Whitman

Leaves of Grass by Walt Whitman

Paradise Lost by John Milton
Paradise Lost by John Milton

Paradise Lost by John Milton

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