Relational Analytics

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Relational Analytics

Author : Jody Hoffer Gittell
Publisher : Routledge
ISBN 13 : 1000391639
Total Pages : 196 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Relational Analytics by : Jody Hoffer Gittell

Download or read book Relational Analytics written by Jody Hoffer Gittell and published by Routledge. This book was released on 2021-06-13 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: This guidebook goes beyond people analytics to provide a research-based, practice-tested methodology for doing relational analytics, based on the science of relational coordination. We are witnessing a revolution in people analytics, where data are used to identify and leverage human talent to drive performance outcomes. Today’s workplace is interdependent, however, and individuals drive performance through networks that span department, organization and sector boundaries. This book shares the relational coordination framework, with a validated scalable analytic tool that has been used successfully across dozens of countries and industries to understand, measure and influence networks of relationships in and across organizations, and which can be applied at any level in the private and public sectors worldwide. Graduate students and practitioners in human resource management, health policy and management, organizational behavior, engineering and network analysis will appreciate the methodology and hands-on guidance this book provides, with its focus on identifying, analyzing and building networks of productive interdependence. Online resources include data appendices and statistical commands that can be used to conduct all these analyses in readers’ own organizations.

R for Data Science

Author : Hadley Wickham
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1491910364
Total Pages : 521 pages
Book Rating : 4.4/5 (919 download)

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Book Synopsis R for Data Science by : Hadley Wickham

Download or read book R for Data Science written by Hadley Wickham and published by "O'Reilly Media, Inc.". This book was released on 2016-12-12 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

Linked Open Data -- Creating Knowledge Out of Interlinked Data

Author : Sören Auer
Publisher : Springer
ISBN 13 : 3319098462
Total Pages : 218 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Linked Open Data -- Creating Knowledge Out of Interlinked Data by : Sören Auer

Download or read book Linked Open Data -- Creating Knowledge Out of Interlinked Data written by Sören Auer and published by Springer. This book was released on 2014-07-31 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Linked Open Data (LOD) is a pragmatic approach for realizing the Semantic Web vision of making the Web a global, distributed, semantics-based information system. This book presents an overview on the results of the research project “LOD2 -- Creating Knowledge out of Interlinked Data”. LOD2 is a large-scale integrating project co-funded by the European Commission within the FP7 Information and Communication Technologies Work Program. Commencing in September 2010, this 4-year project comprised leading Linked Open Data research groups, companies, and service providers from across 11 European countries and South Korea. The aim of this project was to advance the state-of-the-art in research and development in four key areas relevant for Linked Data, namely 1. RDF data management; 2. the extraction, creation, and enrichment of structured RDF data; 3. the interlinking and fusion of Linked Data from different sources and 4. the authoring, exploration and visualization of Linked Data.

The Relational Lens

Author : John Ashcroft
Publisher : Cambridge University Press
ISBN 13 : 1108108024
Total Pages : 253 pages
Book Rating : 4.1/5 (81 download)

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Book Synopsis The Relational Lens by : John Ashcroft

Download or read book The Relational Lens written by John Ashcroft and published by Cambridge University Press. This book was released on 2016-10-19 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing on the authors' combined years of experience in both private and public-sector organisations, this practical book highlights the importance of relationship building between individuals, groups and organisations in diverse contexts. It will make a valuable read for business professionals and graduate students in fields as varied as change management, leadership, organisational psychology, and organisational behaviour. Employing the Relational Proximity® framework, it provides tools for informing assessment of the relational impact of policy and management decisions, enabling evaluation of organisational relationships, providing a language for constructive discussion of strained relationships, and integrating a range of models and perspectives within one process. Using real-world case studies and models, the conditions within which people are more likely to form and conduct effective relationships are also examined. This combined approach provides the language and concepts to enable constructive discussion and actionable solutions in building trust and sustainable value.

SQL for Data Science

Author : Antonio Badia
Publisher : Springer Nature
ISBN 13 : 3030575926
Total Pages : 290 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis SQL for Data Science by : Antonio Badia

Download or read book SQL for Data Science written by Antonio Badia and published by Springer Nature. This book was released on 2020-11-09 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook explains SQL within the context of data science and introduces the different parts of SQL as they are needed for the tasks usually carried out during data analysis. Using the framework of the data life cycle, it focuses on the steps that are very often given the short shift in traditional textbooks, like data loading, cleaning and pre-processing. The book is organized as follows. Chapter 1 describes the data life cycle, i.e. the sequence of stages from data acquisition to archiving, that data goes through as it is prepared and then actually analyzed, together with the different activities that take place at each stage. Chapter 2 gets into databases proper, explaining how relational databases organize data. Non-traditional data, like XML and text, are also covered. Chapter 3 introduces SQL queries, but unlike traditional textbooks, queries and their parts are described around typical data analysis tasks like data exploration, cleaning and transformation. Chapter 4 introduces some basic techniques for data analysis and shows how SQL can be used for some simple analyses without too much complication. Chapter 5 introduces additional SQL constructs that are important in a variety of situations and thus completes the coverage of SQL queries. Lastly, chapter 6 briefly explains how to use SQL from within R and from within Python programs. It focuses on how these languages can interact with a database, and how what has been learned about SQL can be leveraged to make life easier when using R or Python. All chapters contain a lot of examples and exercises on the way, and readers are encouraged to install the two open-source database systems (MySQL and Postgres) that are used throughout the book in order to practice and work on the exercises, because simply reading the book is much less useful than actually using it. This book is for anyone interested in data science and/or databases. It just demands a bit of computer fluency, but no specific background on databases or data analysis. All concepts are introduced intuitively and with a minimum of specialized jargon. After going through this book, readers should be able to profitably learn more about data mining, machine learning, and database management from more advanced textbooks and courses.

International Pecking Orders

Author : Vincent Pouliot
Publisher : Cambridge University Press
ISBN 13 : 1107143438
Total Pages : 355 pages
Book Rating : 4.1/5 (71 download)

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Book Synopsis International Pecking Orders by : Vincent Pouliot

Download or read book International Pecking Orders written by Vincent Pouliot and published by Cambridge University Press. This book was released on 2016-03-10 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the establishment of international hierarchies in multilateral diplomacy. Vincent Pouliot observes that in any multilateral setting, some state representatives weigh much more heavily than others, and argues that the practice of diplomacy is structured by a largely unspoken hierarchy of standing, which practitioners refer to as the 'pecking order'.

Relational Data Clustering

Author : Bo Long
Publisher : CRC Press
ISBN 13 : 1420072625
Total Pages : 214 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Relational Data Clustering by : Bo Long

Download or read book Relational Data Clustering written by Bo Long and published by CRC Press. This book was released on 2010-05-19 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt: A culmination of the authors' years of extensive research on this topic, Relational Data Clustering: Models, Algorithms, and Applications addresses the fundamentals and applications of relational data clustering. It describes theoretic models and algorithms and, through examples, shows how to apply these models and algorithms to solve real-world problems. After defining the field, the book introduces different types of model formulations for relational data clustering, presents various algorithms for the corresponding models, and demonstrates applications of the models and algorithms through extensive experimental results. The authors cover six topics of relational data clustering: Clustering on bi-type heterogeneous relational data Multi-type heterogeneous relational data Homogeneous relational data clustering Clustering on the most general case of relational data Individual relational clustering framework Recent research on evolutionary clustering This book focuses on both practical algorithm derivation and theoretical framework construction for relational data clustering. It provides a complete, self-contained introduction to advances in the field.

Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data

Author : Paul Zikopoulos
Publisher : McGraw Hill Professional
ISBN 13 : 0071790543
Total Pages : 176 pages
Book Rating : 4.0/5 (717 download)

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Book Synopsis Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data by : Paul Zikopoulos

Download or read book Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data written by Paul Zikopoulos and published by McGraw Hill Professional. This book was released on 2011-10-22 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data represents a new era in data exploration and utilization, and IBM is uniquely positioned to help clients navigate this transformation. This book reveals how IBM is leveraging open source Big Data technology, infused with IBM technologies, to deliver a robust, secure, highly available, enterprise-class Big Data platform. The three defining characteristics of Big Data--volume, variety, and velocity--are discussed. You'll get a primer on Hadoop and how IBM is hardening it for the enterprise, and learn when to leverage IBM InfoSphere BigInsights (Big Data at rest) and IBM InfoSphere Streams (Big Data in motion) technologies. Industry use cases are also included in this practical guide. Learn how IBM hardens Hadoop for enterprise-class scalability and reliability Gain insight into IBM's unique in-motion and at-rest Big Data analytics platform Learn tips and tricks for Big Data use cases and solutions Get a quick Hadoop primer

Professional C# 7 and .NET Core 2.0

Author : Christian Nagel
Publisher : John Wiley & Sons
ISBN 13 : 1119449278
Total Pages : 1440 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis Professional C# 7 and .NET Core 2.0 by : Christian Nagel

Download or read book Professional C# 7 and .NET Core 2.0 written by Christian Nagel and published by John Wiley & Sons. This book was released on 2018-04-17 with total page 1440 pages. Available in PDF, EPUB and Kindle. Book excerpt: The professional’s guide to C# 7, with expert guidance on the newest features Professional C# 7 and .NET Core 2.0 provides experienced programmers with the information they need to work effectively with the world’s leading programming language. The latest C# update added many new features that help you get more done in less time, and this book is your ideal guide for getting up to speed quickly. C# 7 focuses on data consumption, code simplification, and performance, with new support for local functions, tuple types, record types, pattern matching, non-nullable reference types, immutable types, and better support for variables. Improvements to Visual Studio will bring significant changes to the way C# developers interact with the space, bringing .NET to non-Microsoft platforms and incorporating tools from other platforms like Docker, Gulp, and NPM. Guided by a leading .NET expert and steeped in real-world practicality, this guide is designed to get you up to date and back to work. With Microsoft speeding up its release cadence while offering more significant improvement with each update, it has never been more important to get a handle on new tools and features quickly. This book is designed to do just that, and more—everything you need to know about C# is right here, in the single-volume resource on every developer’s shelf. Tour the many new and enhanced features packed into C# 7 and .NET Core 2.0 Learn how the latest Visual Studio update makes developers’ jobs easier Streamline your workflow with a new focus on code simplification and performance enhancement Delve into improvements made for localization, networking, diagnostics, deployments, and more Whether you’re entirely new to C# or just transitioning to C# 7, having a solid grasp of the latest features allows you to exploit the language’s full functionality to create robust, high -quality apps. Professional C# 7 and .NET Core 2.0 is the one-stop guide to everything you need to know.

Professional Sitecore Development

Author : John West
Publisher : John Wiley & Sons
ISBN 13 : 047093901X
Total Pages : 553 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Professional Sitecore Development by : John West

Download or read book Professional Sitecore Development written by John West and published by John Wiley & Sons. This book was released on 2012-05-29 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: Professional Sitecore Development offers comprehensive information for programmers learning the CMS and experienced Sitecore developers alike. This guidance can help your organization minimize implementation cost and time to web, increasing revenue while decreasing IT costs. With this book, you will learn how to implement solutions with Sitecore, how the Sitecore architecture enhances the ASP.NET development process, how to use Sitecore’s extensive Application Programming Interfaces, and how to deploy the website. Professional Sitecore Development provides coverage on a range of topics including: • Installing and configuring Sitecore • Implementing an information architecture and transforming content into web pages • Using the Sitecore security infrastructure, managing errors, and testing automatically • Managing Sitecore projects, optimizing performance, and scaling Sitecore solutions • Tips, tricks, and best practices for working with the CMS • Extending Sitecore and integrating external systems, including coverage of configuration, events, pipelines, and Sitecore’s user interface technology If you're looking for a solution for web content management, then Sitecore is your answer and this book will get you started using this valuable software today.

Money Supply, Analytics and Methodology of Compilation

Author : Reserve Bank of India. Working Group on Money Supply: Analytics and Methodology of Compilation
Publisher :
ISBN 13 :
Total Pages : 128 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Money Supply, Analytics and Methodology of Compilation by : Reserve Bank of India. Working Group on Money Supply: Analytics and Methodology of Compilation

Download or read book Money Supply, Analytics and Methodology of Compilation written by Reserve Bank of India. Working Group on Money Supply: Analytics and Methodology of Compilation and published by . This book was released on 1998 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Using Strategy Analytics to Measure Corporate Performance and Business Value Creation

Author : Kautish, Sandeep
Publisher : IGI Global
ISBN 13 : 1799877183
Total Pages : 287 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Using Strategy Analytics to Measure Corporate Performance and Business Value Creation by : Kautish, Sandeep

Download or read book Using Strategy Analytics to Measure Corporate Performance and Business Value Creation written by Kautish, Sandeep and published by IGI Global. This book was released on 2021-06-25 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: Strategic analytics is a relatively new field in conjunction with strategic management and business intelligence. Generally, the strategic management field deals with the enhancement of the decision-making capabilities of managers. Typically, such decision-making processes are heavily dependent upon various internal and external reports. Managers need to develop their strategies using clear strategy processes supported by the increasing availability of data. This situation calls for a different approach to strategy, including integration with analytics, as the science of extracting value from data and structuring complex problems. Using Strategy Analytics to Measure Corporate Performance and Business Value Creation discusses how to tackle complex business dynamics using optimization techniques and modern business analytics tools. It covers not only introductory concepts of strategic analytics but also provides strategic analytics applications in each area of management such as market dynamics, customer analysis, operations, and people management. It unveils the best industry practices and how managers can become expert strategists and analysts to better measure and enhance corporate performance and their businesses. This book is ideal for analysts, executives, managers, entrepreneurs, researchers, students, industry professionals, stakeholders, practitioners, academicians, and others interested in the strategic analytics domain and how it can be applied to complex business dynamics.

The Complete Guide to Business Analytics (Collection)

Author : Thomas H. Davenport
Publisher : FT Press
ISBN 13 : 0133091252
Total Pages : 1615 pages
Book Rating : 4.1/5 (33 download)

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Book Synopsis The Complete Guide to Business Analytics (Collection) by : Thomas H. Davenport

Download or read book The Complete Guide to Business Analytics (Collection) written by Thomas H. Davenport and published by FT Press. This book was released on 2012-10-14 with total page 1615 pages. Available in PDF, EPUB and Kindle. Book excerpt: A brand new collection of business analytics insights and actionable techniques… 3 authoritative books, now in a convenient e-format, at a great price! 3 authoritative eBooks deliver comprehensive analytics knowledge and tools for optimizing every critical business decision! Use business analytics to drive maximum value from all your business data! This unique 3 eBook package will help you harness your information, discover hidden patterns, and successfully act on what you learn. In Enterprise Analytics, analytics pioneer Tom Davenport and the world-renowned experts at the International Institute for Analytics (IIA) bring together the latest techniques, best practices, and research on large-scale analytics strategy, technology, implementation, and management. Using real-world examples, they cover everything from building better analytics organizations to gathering data; implementing predictive analytics to linking analysis with organizational performance. You'll find specific insights for optimizing supply chains, online services, marketing, fraud detection, and many other business functions; plus chapter-length case studies from healthcare, retail, and financial services. Next, in the up-to-the-minute Analysis Without Paralysis, Second Edition, Babette E. Bensoussan and Craig S. Fleisher help you succeed with analysis without getting mired in advanced math or arcane theory. They walk you through the entire business analysis process, and guide you through using 12 core tools for making better decisions about strategy and operations -- including three powerful tools covered for the first time in this new Second Edition. Then, in Business and Competitive Analysis, Fleisher and Bensoussan help you apply 24 leading business analysis models to gain deep clarity about your business environment, answer tough questions, and make tough choices. They first walk you through defining problems, avoiding pitfalls, choosing tools, and communicating results. Next, they systematically address both “classic” techniques and the most promising new approaches from economics, finance, sociology, anthropology, and the intelligence and futurist communities. For the first time, one book covers Nine Forces, Competitive Positioning, Business Model, Supply Chain Analyses, Benchmarking, McKinsey 7S, Shadowing, Product Line, Win/Loss, Strategic Relationships, Corporate Reputation, Critical Success Factors, Driving Forces, Country Risk, Technology Forecasting, War Gaming, Event/Timeline, Indications, Warning Analyses, Competitor Cash Flow, ACH, Linchpin Analyses, and more. Whether you're an executive, strategist, analyst, marketer, or operations professional, this eBook collection will help you make more effective, data-driven, profitable decisions! From world-renowned analytics and competitive/business intelligence experts Thomas H. Davenport, Babette E. Bensoussan, and Craig S. Fleisher

People Analytics For Dummies

Author : Mike West
Publisher : John Wiley & Sons
ISBN 13 : 1119434769
Total Pages : 471 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis People Analytics For Dummies by : Mike West

Download or read book People Analytics For Dummies written by Mike West and published by John Wiley & Sons. This book was released on 2019-03-19 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: Maximize performance with better data Developing a successful workforce requires more than a gut check. Data can help guide your decisions on everything from where to seat a team to optimizing production processes to engaging with your employees in ways that ring true to them. People analytics is the study of your number one business asset—your people—and this book shows you how to collect data, analyze that data, and then apply your findings to create a happier and more engaged workforce. Start a people analytics project Work with qualitative data Collect data via communications Find the right tools and approach for analyzing data If your organization is ready to better understand why high performers leave, why one department has more personnel issues than another, and why employees violate, People Analytics For Dummies makes it easier.

Databases, Improving Usability and Responsiveness

Author : Ben Shneiderman
Publisher :
ISBN 13 :
Total Pages : 456 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Databases, Improving Usability and Responsiveness by : Ben Shneiderman

Download or read book Databases, Improving Usability and Responsiveness written by Ben Shneiderman and published by . This book was released on 1978 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Query languages; Simplifying design and implementation; Data quality, integrity, and security; Improving performance; Distributed systems.

Next Generation of Data-Mining Applications

Author : Mehmed Kantardzic
Publisher : Wiley-IEEE Press
ISBN 13 :
Total Pages : 704 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Next Generation of Data-Mining Applications by : Mehmed Kantardzic

Download or read book Next Generation of Data-Mining Applications written by Mehmed Kantardzic and published by Wiley-IEEE Press. This book was released on 2005-03-08 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the next generation of data-mining tools and technology This book brings together an international team of eighty experts to present readers with the next generation of data-mining applications. Unlike other publications that take a strictly academic and theoretical approach, this book features authors who have successfully developed data-mining solutions for a variety of customer types. Presenting their state-of-the-art methodologies and techniques, the authors show readers how they can analyze enormous quantities of data and make new discoveries by connecting key pieces of data that may be spread across several different databases and file servers. The latest data-mining techniques that will revolutionize research across a wide variety of fields including business, science, healthcare, and industry are all presented. Organized by application, the twenty-five chapters cover applications in: Industry and business Science and engineering Bioinformatics and biotechnology Medicine and pharmaceuticals Web and text-mining Security New trends in data-mining technology And much more . . . Readers from a variety of disciplines will learn how the next generation of data-mining applications can radically enhance their ability to analyze data and open the doors to new opportunities. Readers will discover: New data-mining tools to automate the evaluation and qualification of sales opportunities The latest tools needed for gene mapping and proteomic data analysis Sophisticated techniques that can be engaged in crime fighting and prevention With its coverage of the most advanced applications, Next Generation of Data-Mining Applications is essential reading for all researchers working in data mining or who are tasked with making sense of an ever-growing quantity of data. The publication also serves as an excellent textbook for upper-level undergraduate and graduate courses in computer science, information management, and statistics.

Using R to Unlock the Value of Big Data: Big Data Analytics with Oracle R Enterprise and Oracle R Connector for Hadoop

Author : Mark Hornick
Publisher : McGraw Hill Professional
ISBN 13 : 0071826270
Total Pages : 83 pages
Book Rating : 4.0/5 (718 download)

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Book Synopsis Using R to Unlock the Value of Big Data: Big Data Analytics with Oracle R Enterprise and Oracle R Connector for Hadoop by : Mark Hornick

Download or read book Using R to Unlock the Value of Big Data: Big Data Analytics with Oracle R Enterprise and Oracle R Connector for Hadoop written by Mark Hornick and published by McGraw Hill Professional. This book was released on 2013-06-14 with total page 83 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Oracle Press Guide to Big Data Analytics using R Cowritten by members of the Big Data team at Oracle, this Oracle Press book focuses on analyzing data with R while making it scalable using Oracle’s R technologies. Using R to Unlock the Value of Big Data provides an introduction to open source R and describes issues with traditional R and database interaction. The book then offers in-depth coverage of Oracle’s strategic R offerings: Oracle R Enterprise, Oracle R Distribution, ROracle, and Oracle R Connector for Hadoop. You can practice your new skills using the end-of-chapter exercises.