Using R To Unlock The Value Of Big Data

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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
ISBN : 9780071824385
Genre : Computers
File Size : 67.83 MB
Format : PDF, ePub, Mobi
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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.
Category: Computers

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
ISBN : 9780071826273
Genre : Computers
File Size : 37.18 MB
Format : PDF, Kindle
Download : 764
Read : 215

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.
Category: Computers

Oracle R Enterprise Harnessing The Power Of R In Oracle Database

Author : Brendan Tierney
ISBN : 9781259585647
Genre : Computers
File Size : 62.48 MB
Format : PDF, ePub
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Master the Big Data Capabilities of Oracle R Enterprise Effectively manage your enterprise’s big data and keep complex processes running smoothly using the hands-on information contained in this Oracle Press guide. Oracle R Enterprise: Harnessing the Power of R in Oracle Database shows, step-by-step, how to create and execute large-scale predictive analytics and maintain superior performance. Discover how to explore and prepare your data, accurately model business processes, generate sophisticated graphics, and write and deploy powerful scripts. You will also find out how to effectively incorporate Oracle R Enterprise features in APEX applications, OBIEE dashboards, and Apache Hadoop systems. Learn to: • Install, configure, and administer Oracle R Enterprise • Establish connections and move data to the database • Create Oracle R Enterprise packages and functions • Use the R language to work with data in Oracle Database • Build models using ODM, ORE, and other algorithms • Develop and deploy R scripts and use the R script repository • Execute embedded R scripts and employ ORE SQL API functions • Map and manipulate data using Oracle R Advanced Analytics for Hadoop • Use ORE in Oracle Data Miner, OBIEE, and other applications
Category: Computers

Big Data

Author : Bernard Marr
ISBN : 9781118965825
Genre : Business & Economics
File Size : 78.54 MB
Format : PDF, ePub
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Convert the promise of big data into real world results There is so much buzz around big data. We all need to know what it is and how it works - that much is obvious. But is a basic understanding of the theory enough to hold your own in strategy meetings? Probably. But what will set you apart from the rest is actually knowing how to USE big data to get solid, real-world business results - and putting that in place to improve performance. Big Data will give you a clear understanding, blueprint, and step-by-step approach to building your own big data strategy. This is a well-needed practical introduction to actually putting the topic into practice. Illustrated with numerous real-world examples from a cross section of companies and organisations, Big Data will take you through the five steps of the SMART model: Start with Strategy, Measure Metrics and Data, Apply Analytics, Report Results, Transform. Discusses how companies need to clearly define what it is they need to know Outlines how companies can collect relevant data and measure the metrics that will help them answer their most important business questions Addresses how the results of big data analytics can be visualised and communicated to ensure key decisions-makers understand them Includes many high-profile case studies from the author's work with some of the world's best known brands
Category: Business & Economics

Ict Policy Research And Innovation

Author : Svetlana Klessova
ISBN : 9781119632528
Genre : Technology & Engineering
File Size : 84.42 MB
Format : PDF, Kindle
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A comprehensive discussion of the findings of the PICASSO initiative on ICT policy ICT Policy, Research, and Innovation: Perspectives and Prospects for EU-US Collaboration provides a clearly readable overview of selected information and communication technology (ICT) and policy topics. Rather than deluge the reader with technical details, the distinguished authors provide just enough technical background to make sense of the underlying policy discussions. The book covers policy, research, and innovation topics on technologies as wide-ranging as: Internet of Things Cyber physical systems 5G Big data ICT Policy, Research, and Innovation compares and contrasts the policy approaches taken by the EU and the US in a variety of areas. The potential for future cooperation is outlined as well. Later chapters provide policy perspectives about some major issues affecting EU/US development cooperation, while the book closes with a discussion of how the development of these new technologies is changing our conceptions of fundamental aspects of society.
Category: Technology & Engineering

Recent Trends In Data Science And Soft Computing

Author : Faisal Saeed
ISBN : 9783319990071
Genre : Computers
File Size : 33.63 MB
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This book presents the proceedings of the 3rd International Conference of Reliable Information and Communication Technology 2018 (IRICT 2018), which was held in Kuala Lumpur, Malaysia, on July 23–24, 2018. The main theme of the conference was “Data Science, AI and IoT Trends for the Fourth Industrial Revolution.” A total of 158 papers were submitted to the conference, of which 103 were accepted and considered for publication in this book. Several hot research topics are covered, including Advances in Data Science and Big Data Analytics, Artificial Intelligence and Soft Computing, Business Intelligence, Internet of Things (IoT) Technologies and Applications, Intelligent Communication Systems, Advances in Computer Vision, Health Informatics, Reliable Cloud Computing Environments, Recent Trends in Knowledge Management, Security Issues in the Cyber World, and Advances in Information Systems Research, Theories and Methods.
Category: Computers

Advances In Through Life Engineering Services

Author : Louis Redding
ISBN : 9783319499383
Genre : Technology & Engineering
File Size : 71.53 MB
Format : PDF
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This edited book offers further advances, new perspectives, and developments from world leaders in the field of through-life engineering services (TES). It builds up on the earlier book by the same authors entitled: “Through-life Engineering Services: Motivation, Theory and Practice.” This compendium introduces and discusses further, the developments in workshop-based and 'in situ' maintenance and support of high-value engineering products, as well as the application of drone technology for autonomous and self-healing product support. The links between ‘integrated planning’ and planned obsolescence, risk and cost modelling are also examined. The role of data, information, and knowledge management relative to component and system degradation and failure is also presented. This is supported by consideration of the effects upon the maintenance and support decision by the presence of 'No Fault Found' error signals within system data. Further to this the role of diagnostics and prognostics is also discussed. In addition, this text presents the fundamental information required to deliver an effective TES solution/strategy and identification of core technologies. The book contains reference and discussion relative to automotive. rail, and several other industrial case studies to highlight the potential of TES to redefine the product creation and development process. Additionally the role of warranty and service data in the product creation and delivery system is also introduced. ​This book offers a valuable reference resource for academics, practitioners and students of TES and the associated supporting technologies and business models that underpin whole-life product creation and delivery systems through the harvesting and application of condition and use based data.
Category: Technology & Engineering

Big Data And Machine Learning In Quantitative Investment

Author : Tony Guida
ISBN : 9781119522089
Genre : Business & Economics
File Size : 39.45 MB
Format : PDF, Docs
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Get to know the ‘why’ and ‘how’ of machine learning and big data in quantitative investment Big Data and Machine Learning in Quantitative Investment is not just about demonstrating the maths or the coding. Instead, it’s a book by practitioners for practitioners, covering the questions of why and how of applying machine learning and big data to quantitative finance. The book is split into 13 chapters, each of which is written by a different author on a specific case. The chapters are ordered according to the level of complexity; beginning with the big picture and taxonomy, moving onto practical applications of machine learning and finally finishing with innovative approaches using deep learning. • Gain a solid reason to use machine learning • Frame your question using financial markets laws • Know your data • Understand how machine learning is becoming ever more sophisticated Machine learning and big data are not a magical solution, but appropriately applied, they are extremely effective tools for quantitative investment — and this book shows you how.
Category: Business & Economics

Very Large Data Bases

Author : Guy M. Lohman
ISBN : UCSC:32106009187136
Genre : Computers
File Size : 52.82 MB
Format : PDF, ePub, Mobi
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Category: Computers

Apache Spark Machine Learning Blueprints

Author : Alex Liu
ISBN : 9781785887789
Genre : Computers
File Size : 39.88 MB
Format : PDF, ePub, Docs
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Develop a range of cutting-edge machine learning projects with Apache Spark using this actionable guide About This Book Customize Apache Spark and R to fit your analytical needs in customer research, fraud detection, risk analytics, and recommendation engine development Develop a set of practical Machine Learning applications that can be implemented in real-life projects A comprehensive, project-based guide to improve and refine your predictive models for practical implementation Who This Book Is For If you are a data scientist, a data analyst, or an R and SPSS user with a good understanding of machine learning concepts, algorithms, and techniques, then this is the book for you. Some basic understanding of Spark and its core elements and application is required. What You Will Learn Set up Apache Spark for machine learning and discover its impressive processing power Combine Spark and R to unlock detailed business insights essential for decision making Build machine learning systems with Spark that can detect fraud and analyze financial risks Build predictive models focusing on customer scoring and service ranking Build a recommendation systems using SPSS on Apache Spark Tackle parallel computing and find out how it can support your machine learning projects Turn open data and communication data into actionable insights by making use of various forms of machine learning In Detail There's a reason why Apache Spark has become one of the most popular tools in Machine Learning – its ability to handle huge datasets at an impressive speed means you can be much more responsive to the data at your disposal. This book shows you Spark at its very best, demonstrating how to connect it with R and unlock maximum value not only from the tool but also from your data. Packed with a range of project "blueprints" that demonstrate some of the most interesting challenges that Spark can help you tackle, you'll find out how to use Spark notebooks and access, clean, and join different datasets before putting your knowledge into practice with some real-world projects, in which you will see how Spark Machine Learning can help you with everything from fraud detection to analyzing customer attrition. You'll also find out how to build a recommendation engine using Spark's parallel computing powers. Style and approach This book offers a step-by-step approach to setting up Apache Spark, and use other analytical tools with it to process Big Data and build machine learning projects.The initial chapters focus more on the theory aspect of machine learning with Spark, while each of the later chapters focuses on building standalone projects using Spark.
Category: Computers

Business Week

Author :
ISBN : UCSD:31822033810714
Genre : Business
File Size : 21.60 MB
Format : PDF, ePub, Mobi
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Category: Business

Morningstar Stocks 500

Author : Morningstar Inc.
ISBN : 0471743348
Genre : Business & Economics
File Size : 21.42 MB
Format : PDF, Kindle
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Star Rating Indicates if the stock is overvalued, undervalued, or fairly priced Morningstar Fair Value Our analysts' estimate of the stock's fair value price Buy/Sell Prices Incorporating a margin of safety, we give our estimate of when you should buy—or sell Major Competitors How the company stacks up against its main rivals Business Risk Each stock's risk is rated as below average, average, or above average Moat Size A measure of the company's competitive advantages Morningstar Style Box A snapshot of the company's size and value or growth characteristics Expanded Management Section Even more information about the backgrounds and strategies of top management teams Stewardship Grade An easy way to tell if management is working for you or itself Price History Five years of price history and the stock's strength relative to the S&P 500 Five-Year Financial History Key measures for the past five years and trailing 12 months Valuation Ratios How the stock measures up to its industry and the S&P 500 Major Fund Holders Which funds have big percentages of their assets in this stock Morningstar Grades A snapshot of the company's growth, profitability, and financial health Thesis Our independent opinion of the company, including detailed analysis of its strengths and weaknesses Let our stock research help you find tomorrow's winners today Morningstar's independent analysis and exclusive tools can help you easily find the best companies at the best prices. The Morningstar Rating for stocks helps you spot companies that are undervalued. Our Consider Buying/Consider Selling prices provide the benchmarks you need in order to make informed buying and selling decisions. Our Stewardship Grades lead you to managers who value shareholders. And our easy-to-use one-page report format allows you to compare stocks head-to-head. This book can help you: Start a new portfolio Position your portfolio for a big 2006 Find this year's best values You'll also benefit from: Tips for picking great companies Guidance on the best and worst management Trends to watch in 2006 For nearly 20 years, Morningstar has helped individuals and financial planners make better investment decisions. Our information and analysis is trusted and independent, and provide a level of insight unavailable from other sources. For more information about other Morningstar products and services visit us online at www.morningstar.com.
Category: Business & Economics

Informationweek

Author :
ISBN : UOM:39015065054333
Genre : Computer service industry
File Size : 63.9 MB
Format : PDF
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Category: Computer service industry

The Wall Street Journal

Author :
ISBN : CORNELL:31924108429279
Genre : Barron's national business and financial weekly
File Size : 60.77 MB
Format : PDF, Kindle
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Category: Barron's national business and financial weekly

Business India

Author :
ISBN : UVA:X004500784
Genre : Business
File Size : 27.1 MB
Format : PDF, ePub, Mobi
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Category: Business

Master Visually Excel 2003 Vba Programming

Author : Julia Kelly
ISBN : UCLA:L0096860887
Genre : Computers
File Size : 66.77 MB
Format : PDF, Docs
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This is a unique visual guide for those who want to take the next step in VBA expertise.
Category: Computers