Credit Scoring - Simple Steps to Win, Insights and Opportunities for Maxing Out Success by Gerard Blokdijk

Credit Scoring - Simple Steps to Win, Insights and Opportunities for Maxing Out Success
  • Title : Credit Scoring - Simple Steps to Win, Insights and Opportunities for Maxing Out Success
  • Author : Gerard Blokdijk
  • Publisher : Complete Publishing
  • ISBN Code : 9781488898563
  • Pages : 160
  • Format : Pdf - ePub
  • Language : English
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Summary:

The one-stop-source powering Credit Scoring success, jam-packed with ready to use insights for results, loaded with all the data you need to decide how to gain and move ahead. Based on extensive research, this lays out the thinking of the most successful Credit Scoring knowledge experts, those who are adept at continually innovating and seeing opportunities. This is the first place to go for Credit Scoring innovation - INCLUDED are numerous real-world Credit Scoring blueprints, presentations and templates ready for you to access and use. Also, if you are looking for answers to one or more of these questions then THIS is the title for you: What are the publicly available data sets for credit scoring? What does positive credit scoring mean? What is the history of credit scoring? What companies have been successful with social credit scoring system for loans? What makes a credit scoring methodology robust? What are the costs associated with setting up a credit scoring company? How can a new credit scoring system/startup become an alternative standard? What are the most interesting new credit scoring methodologies? What are the most interesting startups in the credit scoring space now? What are possible approaches for variable binning techniques in credit scoring? What are good ways to create SME credit scoring model based on information available on corporate websites? How does personal credit scoring work? P2P Lending: Is there any open source credit scoring from P2P lending marketplaces? Whats the best model (or) combination of models for credit scoring using data mining techniques? ...and much more..."


Bulletin of the Atomic Scientists by N.A

Bulletin of the Atomic Scientists
  • Title : Bulletin of the Atomic Scientists
  • Author : N.A
  • Publisher :
  • ISBN Code :
  • Pages : 104
  • Format : Pdf - ePub
  • Language : English
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Summary:

The Bulletin of the Atomic Scientists is the premier public resource on scientific and technological developments that impact global security. Founded by Manhattan Project Scientists, the Bulletin's iconic "Doomsday Clock" stimulates solutions for a safer world.


Best Life by N.A

Best Life
  • Title : Best Life
  • Author : N.A
  • Publisher :
  • ISBN Code :
  • Pages : 140
  • Format : Pdf - ePub
  • Language : English
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Summary:

Best Life magazine empowers men to continually improve their physical, emotional and financial well-being to better enjoy the most rewarding years of their life.


Kiplinger's Personal Finance by N.A

Kiplinger's Personal Finance
  • Title : Kiplinger's Personal Finance
  • Author : N.A
  • Publisher :
  • ISBN Code :
  • Pages : 116
  • Format : Pdf - ePub
  • Language : English
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Summary:

The most trustworthy source of information available today on savings and investments, taxes, money management, home ownership and many other personal finance topics.


Bulletin of the Atomic Scientists by N.A

Bulletin of the Atomic Scientists
  • Title : Bulletin of the Atomic Scientists
  • Author : N.A
  • Publisher :
  • ISBN Code :
  • Pages : 64
  • Format : Pdf - ePub
  • Language : English
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Summary:

The Bulletin of the Atomic Scientists is the premier public resource on scientific and technological developments that impact global security. Founded by Manhattan Project Scientists, the Bulletin's iconic "Doomsday Clock" stimulates solutions for a safer world.


Bulletin of the Atomic Scientists by N.A

Bulletin of the Atomic Scientists
  • Title : Bulletin of the Atomic Scientists
  • Author : N.A
  • Publisher :
  • ISBN Code :
  • Pages : 116
  • Format : Pdf - ePub
  • Language : English
  • GET EBOOK

Summary:

The Bulletin of the Atomic Scientists is the premier public resource on scientific and technological developments that impact global security. Founded by Manhattan Project Scientists, the Bulletin's iconic "Doomsday Clock" stimulates solutions for a safer world.


Data Mining for the Masses, Second Edition by Matthew North

Data Mining for the Masses, Second Edition
  • Title : Data Mining for the Masses, Second Edition
  • Author : Matthew North
  • Publisher :
  • ISBN Code : 9781523321438
  • Pages : 312
  • Format : Pdf - ePub
  • Language : English
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Summary:

We live in a world that generates tremendous amounts of data-more than ever before. In business, and in our personal lives, we use smartphones and tablets, web sites and watches; with dozens of apps and interfaces to shop, learn, entertain and inform. Businesses increasingly use technology to interact with consumers to provide marketing, customer service, product information and more. All of this technological activity generates data-data that can be useful in many ways. Data mining can help to identify interesting patterns and messages that exist, often hidden beneath the surface. In this modern age of information systems, it is easier than ever before to extract meaning from data. From classification to prediction, data mining can help. In Data Mining for the Masses, Second Edition, professor Matt North-a former risk analyst and software engineer at eBay-uses simple examples and clear explanations with free, powerful software tools to teach you the basics of data mining. In this Second Edition, implementations of these examples are offered in both an updated version of the RapidMiner software, and in the popular R Statistical Package. You've got more data than ever before and you know it's got value, if only you can figure out how to get to it. This book can show you how. Let's start digging! Author's Note: The first edition of this text continues to be available for download, free of charge as a PDF file, from the GlobalText online library.


Frequent Pattern Mining by Charu C. Aggarwal,Jiawei Han

Frequent Pattern Mining
  • Title : Frequent Pattern Mining
  • Author : Charu C. Aggarwal,Jiawei Han
  • Publisher : Springer
  • ISBN Code : 3319078216
  • Pages : 471
  • Format : Pdf - ePub
  • Language : English
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Summary:

This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained, and synthesizes one aspect of frequent pattern mining. An emphasis is placed on simplifying the content, so that students and practitioners can benefit from the book. Each chapter contains a survey describing key research on the topic, a case study and future directions. Key topics include: Pattern Growth Methods, Frequent Pattern Mining in Data Streams, Mining Graph Patterns, Big Data Frequent Pattern Mining, Algorithms for Data Clustering and more. Advanced-level students in computer science, researchers and practitioners from industry will find this book an invaluable reference.


Data Mining and Big Data by Ying Tan,Hideyuki Takagi,Yuhui Shi

Data Mining and Big Data
  • Title : Data Mining and Big Data
  • Author : Ying Tan,Hideyuki Takagi,Yuhui Shi
  • Publisher : Springer
  • ISBN Code : 3319618458
  • Pages : 546
  • Format : Pdf - ePub
  • Language : English
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Summary:

This book constitutes the refereed proceedings of the Second International Conference on Data Mining and Big Data, DMBD 2017, held in Fukuoka, Japan, in July/August 2017. The 53 papers presented in this volume were carefully reviewed and selected from 96 submissions. They were organized in topical sections named: association analysis; clustering; prediction; classification; schedule and sequence analysis; big data; data analysis; data mining; text mining; deep learning; high performance computing; knowledge base and its framework; and fuzzy control.


Predictive Analytics and Data Mining by Vijay Kotu,Bala Deshpande

Predictive Analytics and Data Mining
  • Title : Predictive Analytics and Data Mining
  • Author : Vijay Kotu,Bala Deshpande
  • Publisher : Morgan Kaufmann
  • ISBN Code : 0128016507
  • Pages : 446
  • Format : Pdf - ePub
  • Language : English
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Summary:

Put Predictive Analytics into Action Learn the basics of Predictive Analysis and Data Mining through an easy to understand conceptual framework and immediately practice the concepts learned using the open source RapidMiner tool. Whether you are brand new to Data Mining or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships to aid important decisions and predictions. Data Mining has become an essential tool for any enterprise that collects, stores and processes data as part of its operations. This book is ideal for business users, data analysts, business analysts, business intelligence and data warehousing professionals and for anyone who wants to learn Data Mining. You’ll be able to: 1. Gain the necessary knowledge of different data mining techniques, so that you can select the right technique for a given data problem and create a general purpose analytics process. 2. Get up and running fast with more than two dozen commonly used powerful algorithms for predictive analytics using practical use cases. 3. Implement a simple step-by-step process for predicting an outcome or discovering hidden relationships from the data using RapidMiner, an open source GUI based data mining tool Predictive analytics and Data Mining techniques covered: Exploratory Data Analysis, Visualization, Decision trees, Rule induction, k-Nearest Neighbors, Naïve Bayesian, Artificial Neural Networks, Support Vector machines, Ensemble models, Bagging, Boosting, Random Forests, Linear regression, Logistic regression, Association analysis using Apriori and FP Growth, K-Means clustering, Density based clustering, Self Organizing Maps, Text Mining, Time series forecasting, Anomaly detection and Feature selection. Implementation files can be downloaded from the book companion site at www.LearnPredictiveAnalytics.com Demystifies data mining concepts with easy to understand language Shows how to get up and running fast with 20 commonly used powerful techniques for predictive analysis Explains the process of using open source RapidMiner tools Discusses a simple 5 step process for implementing algorithms that can be used for performing predictive analytics Includes practical use cases and examples


Becoming a Knowledge-Sharing Organization by Steffen Soulejman Janus

Becoming a Knowledge-Sharing Organization
  • Title : Becoming a Knowledge-Sharing Organization
  • Author : Steffen Soulejman Janus
  • Publisher :
  • ISBN Code : 9781464809439
  • Pages : 197
  • Format : Pdf - ePub
  • Language : English
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Summary:

This volume offers a simple, systematic guide to creating a knowledge sharing practice in your organization. It shows how to build the enabling environment and develop the skills needed to capture and share knowledge gained from operational experiences to improve performance and scale-up successes. Its recommendations are grounded on the insights gained from the past seven years of collaboration between the World Bank and its clients around the world ministries and national agencies operating in various sectors who are working to strengthen their operations through robust knowledge sharing. While informed by the academic literature on knowledge management and organizational learning, this handbook s operational background and many real-world examples and tips provide a missing, practical foundation for public sector officials in developing countries and for development practitioners. However, though written with a public sector audience in mind, the overall concepts and approaches will also hold true for most organizations in the private sector and the developed world."


UNESCO General History of Africa, Vol. VI, Abridged Edition by J. F. Ade Ajayi

UNESCO General History of Africa, Vol. VI, Abridged Edition
  • Title : UNESCO General History of Africa, Vol. VI, Abridged Edition
  • Author : J. F. Ade Ajayi
  • Publisher : Univ of California Press
  • ISBN Code : 9780520067011
  • Pages : 356
  • Format : Pdf - ePub
  • Language : English
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Summary:

Volume VI of this acclaimed series is now available in an abridged paperback edition. The result of years of work by scholars from all over the world, The UNESCO General History of Africa reflects how the different peoples of Africa view their civilizations and shows the historical relationships between the various parts of the continent. Historical connections with other continents demonstrate Africa's contribution to the development of human civilization. Each volume is lavishly illustrated and contains a comprehensive bibliography. Volume VI covers the period from the beginning of the nineteenth century to the onset of the European "scramble" for colonial territory in the 1880s. In spite of a growing European commercial, religious, and political presence during the first three quarters of the century, outside influences were felt indirectly by most African societies, and they made a number of culturally distinctive attempts to modernize, expand, and develop. These are detailed in four thematic chapters, twenty-three chapters detailing developments in specific areas, and two concluding chapters tracing the African diaspora and assessing the state of the Continent's political, economic, and cultural development on the eve of the European conquest.


OECD Insights From Crisis to Recovery The Causes, Course and Consequences of the Great Recession by Keeley Brian,Love Patrick

OECD Insights From Crisis to Recovery The Causes, Course and Consequences of the Great Recession
  • Title : OECD Insights From Crisis to Recovery The Causes, Course and Consequences of the Great Recession
  • Author : Keeley Brian,Love Patrick
  • Publisher : OECD Publishing
  • ISBN Code : 9264077073
  • Pages : 146
  • Format : Pdf - ePub
  • Language : English
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Summary:

From Crisis to Recovery traces the causes, course and consequences of the “Great Recession”. It explains how a global build up of liquidity, coupled with poor regulation, created a financial crisis that quickly began to make itself felt in the real economy.


Machine Learning for Decision Makers by Patanjali Kashyap

Machine Learning for Decision Makers
  • Title : Machine Learning for Decision Makers
  • Author : Patanjali Kashyap
  • Publisher : Apress
  • ISBN Code : 1484229886
  • Pages : 355
  • Format : Pdf - ePub
  • Language : English
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Summary:

Take a deep dive into the concepts of machine learning as they apply to contemporary business and management. You will learn how machine learning techniques are used to solve fundamental and complex problems in society and industry. Machine Learning for Decision Makers serves as an excellent resource for establishing the relationship of machine learning with IoT, big data, and cognitive and cloud computing to give you an overview of how these modern areas of computing relate to each other. This book introduces a collection of the most important concepts of machine learning and sets them in context with other vital technologies that decision makers need to know about. These concepts span the process from envisioning the problem to applying machine-learning techniques to your particular situation. This discussion also provides an insight to help deploy the results to improve decision-making. The book uses case studies and jargon busting to help you grasp the theory of machine learning quickly. You'll soon gain the big picture of machine learning and how it fits with other cutting-edge IT services. This knowledge will give you confidence in your decisions for the future of your business. What You Will Learn Discover the machine learning, big data, and cloud and cognitive computing technology stack Gain insights into machine learning concepts and practices Understand business and enterprise decision-making using machine learning Absorb machine-learning best practices Who This Book Is For Managers tasked with making key decisions who want to learn how and when machine learning and related technologies can help them.


Mastering the Information Age - Solving Problems with Visual Analytics by Daniel A. Keim,Jörn Kohlhammer,Geoffrey Ellis,Florian Mansmann

Mastering the Information Age - Solving Problems with Visual Analytics
  • Title : Mastering the Information Age - Solving Problems with Visual Analytics
  • Author : Daniel A. Keim,Jörn Kohlhammer,Geoffrey Ellis,Florian Mansmann
  • Publisher : Florian Mansmann
  • ISBN Code : 9783905673777
  • Pages : 168
  • Format : Pdf - ePub
  • Language : English
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Summary:


Strategic Modelling and Business Dynamics by John D. W. Morecroft

Strategic Modelling and Business Dynamics
  • Title : Strategic Modelling and Business Dynamics
  • Author : John D. W. Morecroft
  • Publisher : John Wiley & Sons
  • ISBN Code : 1118994817
  • Pages : 500
  • Format : Pdf - ePub
  • Language : English
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Summary:

Insightful modelling of dynamic systems for better business strategy The business environment is constantly changing and organisations need the ability to rehearse alternative futures. By mimicking the interlocking operations of firms and industries, modelling serves as a ‘dry run’ for testing ideas, anticipating consequences, avoiding strategic pitfalls and improving future performance. Strategic Modelling and Business Dynamics is an essential guide to credible models; helping you to understand modelling as a creative process for distilling and communicating those factors that drive business success and sustainability. Written by an internationally regarded authority, the book covers all stages of model building, from conceptual to analytical. The book demonstrates a range of in-depth practical examples that vividly illustrate important or puzzling dynamics in firm operations, strategy, public policy, and everyday life. This updated new edition also offers a rich Learners' website with models, articles and videos, as well as a separate Instructors' website resource, with lecture slides and other course materials (see Related Websites/Extra section below). Together the book and websites deliver a powerful package of blended learning materials that: Introduce the system dynamics approach of modelling strategic problems in business and society Include industry examples and public sector applications with interactive simulators and contemporary visual modelling software Provide the latest state-of-the-art thinking, concepts and techniques for systems modelling The comprehensive Learners' website features models, microworlds, journal articles and videos. Easy-to-use simulators enable readers to experience dynamic complexity in business and society. Like would-be CEOs, readers can re-design operations and then re-simulate in the quest for well-coordinated strategy and better performance. The simulators include a baffling hotel shower, a start-up low-cost airline, an international radio broadcaster, a diversifying tyre maker, commercial fisheries and the global oil industry. "Much more than an introduction, John Morecroft’s Strategic Modelling and Business Dynamics uses interactive ‘mini-simulators and microworlds’ to create an engaging and effective learning environment in which readers, whatever their background, can develop their intuition about complex dynamic systems." John Sterman, Jay W. Forrester Professor of Management, MIT Sloan School of Management "Illustrated by examples from everyday life, business and policy, John Morecroft expertly demonstrates how systems thinking aided by system dynamics can improve our understanding of the world around us." Stewart Robinson, Associate Dean Research, President of the Operational Research Society, Professor of Management Science, School of Business and Economics, Loughborough University


The United Nations world water development report, 2017 by WWAP,UNESCO

The United Nations world water development report, 2017
  • Title : The United Nations world water development report, 2017
  • Author : WWAP,UNESCO
  • Publisher : UNESCO Publishing
  • ISBN Code : 9231002015
  • Pages : 180
  • Format : Pdf - ePub
  • Language : English
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Summary:


Data Scientists at Work by Sebastian Gutierrez

Data Scientists at Work
  • Title : Data Scientists at Work
  • Author : Sebastian Gutierrez
  • Publisher : Apress
  • ISBN Code : 143026599X
  • Pages : 364
  • Format : Pdf - ePub
  • Language : English
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Summary:

Data Scientists at Work is a collection of interviews with sixteen of the world's most influential and innovative data scientists from across the spectrum of this hot new profession. "Data scientist is the sexiest job in the 21st century," according to the Harvard Business Review. By 2018, the United States will experience a shortage of 190,000 skilled data scientists, according to a McKinsey report. Through incisive in-depth interviews, this book mines the what, how, and why of the practice of data science from the stories, ideas, shop talk, and forecasts of its preeminent practitioners across diverse industries: social network (Yann LeCun, Facebook); professional network (Daniel Tunkelang, LinkedIn); venture capital (Roger Ehrenberg, IA Ventures); enterprise cloud computing and neuroscience (Eric Jonas, formerly Salesforce.com); newspaper and media (Chris Wiggins, The New York Times); streaming television (Caitlin Smallwood, Netflix); music forecast (Victor Hu, Next Big Sound); strategic intelligence (Amy Heineike, Quid); environmental big data (André Karpištšenko, Planet OS); geospatial marketing intelligence (Jonathan Lenaghan, PlaceIQ); advertising (Claudia Perlich, Dstillery); fashion e-commerce (Anna Smith, Rent the Runway); specialty retail (Erin Shellman, Nordstrom); email marketing (John Foreman, MailChimp); predictive sales intelligence (Kira Radinsky, SalesPredict); and humanitarian nonprofit (Jake Porway, DataKind). The book features a stimulating foreword by Google's Director of Research, Peter Norvig. Each of these data scientists shares how he or she tailors the torrent-taming techniques of big data, data visualization, search, and statistics to specific jobs by dint of ingenuity, imagination, patience, and passion. Data Scientists at Work parts the curtain on the interviewees’ earliest data projects, how they became data scientists, their discoveries and surprises in working with data, their thoughts on the past, present, and future of the profession, their experiences of team collaboration within their organizations, and the insights they have gained as they get their hands dirty refining mountains of raw data into objects of commercial, scientific, and educational value for their organizations and clients.


Big Data by N.A

Big Data
  • Title : Big Data
  • Author : N.A
  • Publisher :
  • ISBN Code :
  • Pages : 156
  • Format : Pdf - ePub
  • Language : English
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Summary:


Philosophy a School of Freedom by Moufida Goucha

Philosophy a School of Freedom
  • Title : Philosophy a School of Freedom
  • Author : Moufida Goucha
  • Publisher : UNESCO
  • ISBN Code : 9231040707
  • Pages : 279
  • Format : Pdf - ePub
  • Language : English
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Summary:

Originally published in French as "La Philosophie, une Ecole de la Liberte. Enseignement de la philosophie et apprentissage du philosopher : Etat des lieux et regards pour l'avenir." - This study is dedicated to all those who engaged themselves, with vigour and conviction, in the defence of the teaching of philosophy a fertile guarantor of liberty and autonomy. This publication is also dedicated to the young spirits of today, bound to become the active citizens of tomorrow.


Decision Support Systems for Sustainable Development by Gregory E. Kersten,Zbigniew Mikolajuk,Anthony Gar-On Yeh

Decision Support Systems for Sustainable Development
  • Title : Decision Support Systems for Sustainable Development
  • Author : Gregory E. Kersten,Zbigniew Mikolajuk,Anthony Gar-On Yeh
  • Publisher : Springer Science & Business Media
  • ISBN Code : 0306475421
  • Pages : 423
  • Format : Pdf - ePub
  • Language : English
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Summary:

In recent years, much work has been done in formulating and clarifying the concept of sustainable development and related theoretical and research issues. Now, the challenge has shifted to designing and stimulating processes of effective planning and decision-making, at all levels of human activity, in such a way as to achieve local and global sustainable development. Information technology can help a great deal in achieving sustainable development by providing well-designed and useful tools for decision makers. One such tool is the decision support system, or DSS. This book explores the area of DSS in the context of sustainable development. As DSS is a very new technique, especially in the developing world, this book will serve as a reference text, primarily for managers, government officials, and information professionals in developing countries. It covers the concept of sustainable development, defines DSS and how it can be used in the planning and management of sustainable development, and examines the state of the art in DSS use. Other interested readers will include students, teachers, and analysts in information sciences; DSS designers, developers, and implementors; and international development agencies.


Data Mining with Rattle and R by Graham Williams

Data Mining with Rattle and R
  • Title : Data Mining with Rattle and R
  • Author : Graham Williams
  • Publisher : Springer Science & Business Media
  • ISBN Code : 144199890X
  • Pages : 374
  • Format : Pdf - ePub
  • Language : English
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Summary:

Data mining is the art and science of intelligent data analysis. By building knowledge from information, data mining adds considerable value to the ever increasing stores of electronic data that abound today. In performing data mining many decisions need to be made regarding the choice of methodology, the choice of data, the choice of tools, and the choice of algorithms. Throughout this book the reader is introduced to the basic concepts and some of the more popular algorithms of data mining. With a focus on the hands-on end-to-end process for data mining, Williams guides the reader through various capabilities of the easy to use, free, and open source Rattle Data Mining Software built on the sophisticated R Statistical Software. The focus on doing data mining rather than just reading about data mining is refreshing. The book covers data understanding, data preparation, data refinement, model building, model evaluation, and practical deployment. The reader will learn to rapidly deliver a data mining project using software easily installed for free from the Internet. Coupling Rattle with R delivers a very sophisticated data mining environment with all the power, and more, of the many commercial offerings.


Commercial Data Mining by David Nettleton

Commercial Data Mining
  • Title : Commercial Data Mining
  • Author : David Nettleton
  • Publisher : Elsevier
  • ISBN Code : 012416658X
  • Pages : 304
  • Format : Pdf - ePub
  • Language : English
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Summary:

Whether you are brand new to data mining or working on your tenth predictive analytics project, Commercial Data Mining will be there for you as an accessible reference outlining the entire process and related themes. In this book, you'll learn that your organization does not need a huge volume of data or a Fortune 500 budget to generate business using existing information assets. Expert author David Nettleton guides you through the process from beginning to end and covers everything from business objectives to data sources, and selection to analysis and predictive modeling. Commercial Data Mining includes case studies and practical examples from Nettleton's more than 20 years of commercial experience. Real-world cases covering customer loyalty, cross-selling, and audience prediction in industries including insurance, banking, and media illustrate the concepts and techniques explained throughout the book. Illustrates cost-benefit evaluation of potential projects Includes vendor-agnostic advice on what to look for in off-the-shelf solutions as well as tips on building your own data mining tools Approachable reference can be read from cover to cover by readers of all experience levels Includes practical examples and case studies as well as actionable business insights from author's own experience


Ten Strategies of a World-Class Cybersecurity Operations Center by Carson Zimmerman

Ten Strategies of a World-Class Cybersecurity Operations Center
  • Title : Ten Strategies of a World-Class Cybersecurity Operations Center
  • Author : Carson Zimmerman
  • Publisher :
  • ISBN Code : 9780692243107
  • Pages : N.A
  • Format : Pdf - ePub
  • Language : English
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Summary:

Ten Strategies of a World-Class Cyber Security Operations Center conveys MITRE's accumulated expertise on enterprise-grade computer network defense. It covers ten key qualities of leading Cyber Security Operations Centers (CSOCs), ranging from their structure and organization, to processes that best enable smooth operations, to approaches that extract maximum value from key CSOC technology investments. This book offers perspective and context for key decision points in structuring a CSOC, such as what capabilities to offer, how to architect large-scale data collection and analysis, and how to prepare the CSOC team for agile, threat-based response. If you manage, work in, or are standing up a CSOC, this book is for you. It is also available on MITRE's website, www.mitre.org.


Heuristic and Optimization for Knowledge Discovery by Abbass, Hussein A.,Newton, Charles S.,Sarker, Ruhul

Heuristic and Optimization for Knowledge Discovery
  • Title : Heuristic and Optimization for Knowledge Discovery
  • Author : Abbass, Hussein A.,Newton, Charles S.,Sarker, Ruhul
  • Publisher : IGI Global
  • ISBN Code : 9781591400172
  • Pages : 296
  • Format : Pdf - ePub
  • Language : English
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Summary:

With the large amount of data stored by many organizations, capitalists have observed that this information is an intangible asset. Unfortunately, handling large databases is a very complex process and traditional learning techniques are expensive to use. Heuristic techniques provide much help in this arena, although little is known about heuristic techniques. Heuristic and Optimization for Knowledge Discovery addresses the foundation of this topic, as well as its practical uses, and aims to fill in the gap that exists in current literature.


Foundations and Advances in Data Mining by Wesley Chu,Tsau Young Lin

Foundations and Advances in Data Mining
  • Title : Foundations and Advances in Data Mining
  • Author : Wesley Chu,Tsau Young Lin
  • Publisher : Springer Science & Business Media
  • ISBN Code : 9783540250579
  • Pages : 342
  • Format : Pdf - ePub
  • Language : English
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Summary:

With the growing use of information technology and the recent advances in web systems, the amount of data available to users has increased exponentially. Thus, there is a critical need to understand the content of the data. As a result, data-mining has become a popular research topic in recent years for the treatment of the "data rich and information poor" syndrome. In this carefully edited volume a theoretical foundation as well as important new directions for data-mining research are presented. It brings together a set of well respected data mining theoreticians and researchers with practical data mining experiences. The presented theories will give data mining practitioners a scientific perspective in data mining and thus provide more insight into their problems, and the provided new data mining topics can be expected to stimulate further research in these important directions.


The Taxation of Petroleum and Minerals by Philip Daniel,Michael Keen,Charles McPherson

The Taxation of Petroleum and Minerals
  • Title : The Taxation of Petroleum and Minerals
  • Author : Philip Daniel,Michael Keen,Charles McPherson
  • Publisher : Routledge
  • ISBN Code : 1136966943
  • Pages : 480
  • Format : Pdf - ePub
  • Language : English
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Summary:

There are few areas of economic policy-making in which the returns to good decisions are so high—and the punishment of bad decisions so cruel—as in the management of natural resource wealth. Rich endowments of oil, gas and minerals have set some countries on courses of sustained and robust prosperity; but they have left others riddled with corruption and persistent poverty, with little of lasting value to show for squandered wealth. And amongst the most important of these decisions are those relating to the tax treatment of oil, gas and minerals. This book will be of interest to Economics postgraduates and researchers working on resource issues, as well as professionals working on taxation of oil, gas and minerals/mining.


Data Mining Applications for Empowering Knowledge Societies by Rahman, Hakikur

Data Mining Applications for Empowering Knowledge Societies
  • Title : Data Mining Applications for Empowering Knowledge Societies
  • Author : Rahman, Hakikur
  • Publisher : IGI Global
  • ISBN Code : 1599046598
  • Pages : 356
  • Format : Pdf - ePub
  • Language : English
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Summary:

Presents an overview of the main issues of data mining, including its classification, regression, clustering, and ethical issues. Provides readers with knowledge enhancing processes as well as a wide spectrum of data mining applications.


Cover Letter Magic by Wendy S. Enelow,Louise Kursmark

Cover Letter Magic
  • Title : Cover Letter Magic
  • Author : Wendy S. Enelow,Louise Kursmark
  • Publisher : Jist Works
  • ISBN Code : 9781563709869
  • Pages : 412
  • Format : Pdf - ePub
  • Language : English
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Summary:

Professional resume and cover letter writers reveal their inside secrets for creating phenomenal cover letters that get attention and land interviews. Features more than 150 sample cover letters written for all types of job seekers, including the Before-and-After transformations that can make boring letters fabulous.


Issues in Pharmacology, Pharmacy, Drug Research, and Drug Innovation: 2011 Edition by N.A

Issues in Pharmacology, Pharmacy, Drug Research, and Drug Innovation: 2011 Edition
  • Title : Issues in Pharmacology, Pharmacy, Drug Research, and Drug Innovation: 2011 Edition
  • Author : N.A
  • Publisher : ScholarlyEditions
  • ISBN Code : 1464963444
  • Pages : 4229
  • Format : Pdf - ePub
  • Language : English
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Summary:

Issues in Pharmacology, Pharmacy, Drug Research, and Drug Innovation: 2011 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Pharmacology, Pharmacy, Drug Research, and Drug Innovation. The editors have built Issues in Pharmacology, Pharmacy, Drug Research, and Drug Innovation: 2011 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Pharmacology, Pharmacy, Drug Research, and Drug Innovation in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Issues in Pharmacology, Pharmacy, Drug Research, and Drug Innovation: 2011 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.


Data Mining by Ian H. Witten,Eibe Frank,Mark A. Hall,Christopher J. Pal

Data Mining
  • Title : Data Mining
  • Author : Ian H. Witten,Eibe Frank,Mark A. Hall,Christopher J. Pal
  • Publisher : Morgan Kaufmann
  • ISBN Code : 0128043571
  • Pages : 654
  • Format : Pdf - ePub
  • Language : English
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Summary:

Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches. Extensive updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including substantial new chapters on probabilistic methods and on deep learning. Accompanying the book is a new version of the popular WEKA machine learning software from the University of Waikato. Authors Witten, Frank, Hall, and Pal include today's techniques coupled with the methods at the leading edge of contemporary research. Please visit the book companion website at http://www.cs.waikato.ac.nz/ml/weka/book.html It contains Powerpoint slides for Chapters 1-12. This is a very comprehensive teaching resource, with many PPT slides covering each chapter of the book Online Appendix on the Weka workbench; again a very comprehensive learning aid for the open source software that goes with the book Table of contents, highlighting the many new sections in the 4th edition, along with reviews of the 1st edition, errata, etc. Provides a thorough grounding in machine learning concepts, as well as practical advice on applying the tools and techniques to data mining projects Presents concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods Includes a downloadable WEKA software toolkit, a comprehensive collection of machine learning algorithms for data mining tasks-in an easy-to-use interactive interface Includes open-access online courses that introduce practical applications of the material in the book


FAO: Challenges and Opportunities in a Global World by Food and Agriculture Organization of the United Nations

FAO: Challenges and Opportunities in a Global World
  • Title : FAO: Challenges and Opportunities in a Global World
  • Author : Food and Agriculture Organization of the United Nations
  • Publisher : Food & Agriculture Org.
  • ISBN Code : 925131411X
  • Pages : 325
  • Format : Pdf - ePub
  • Language : English
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Summary:

This illustrated volume identifies the challenges and opportunities facing food and agriculture in the context of the 2030 Agenda, presents solutions for a more sustainable world and shows how FAO has been working in recent years to support its Member Nations in achieving the Sustainable Development Goals.


Fighting Churn with Data by Carl S. Gold

Fighting Churn with Data
  • Title : Fighting Churn with Data
  • Author : Carl S. Gold
  • Publisher : Manning Publications
  • ISBN Code : 161729652X
  • Pages : 504
  • Format : Pdf - ePub
  • Language : English
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Summary:

The beating heart of any product or service business is returning clients. Don't let your hard-won customers vanish, taking their money with them. In Fighting Churn with Data you'll learn powerful data-driven techniques to maximize customer retention and minimize actions that cause them to stop engaging or unsubscribe altogether. Summary The beating heart of any product or service business is returning clients. Don't let your hard-won customers vanish, taking their money with them. In Fighting Churn with Data you'll learn powerful data-driven techniques to maximize customer retention and minimize actions that cause them to stop engaging or unsubscribe altogether. This hands-on guide is packed with techniques for converting raw data into measurable metrics, testing hypotheses, and presenting findings that are easily understandable to non-technical decision makers. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Keeping customers active and engaged is essential for any business that relies on recurring revenue and repeat sales. Customer turnover—or “churn”—is costly, frustrating, and preventable. By applying the techniques in this book, you can identify the warning signs of churn and learn to catch customers before they leave. About the book Fighting Churn with Data teaches developers and data scientists proven techniques for stopping churn before it happens. Packed with real-world use cases and examples, this book teaches you to convert raw data into measurable behavior metrics, calculate customer lifetime value, and improve churn forecasting with demographic data. By following Zuora Chief Data Scientist Carl Gold’s methods, you’ll reap the benefits of high customer retention. What's inside Calculating churn metrics Identifying user behavior that predicts churn Using churn reduction tactics with customer segmentation Applying churn analysis techniques to other business areas Using AI for accurate churn forecasting About the reader For readers with basic data analysis skills, including Python and SQL. About the author Carl Gold (PhD) is the Chief Data Scientist at Zuora, Inc., the industry-leading subscription management platform. Table of Contents: PART 1 - BUILDING YOUR ARSENAL 1 The world of churn 2 Measuring churn 3 Measuring customers 4 Observing renewal and churn PART 2 - WAGING THE WAR 5 Understanding churn and behavior with metrics 6 Relationships between customer behaviors 7 Segmenting customers with advanced metrics PART 3 - SPECIAL WEAPONS AND TACTICS 8 Forecasting churn 9 Forecast accuracy and machine learning 10 Churn demographics and firmographics 11 Leading the fight against churn


The Art of Opportunity by Marc Sniukas,Parker Lee,Matt Morasky

The Art of Opportunity
  • Title : The Art of Opportunity
  • Author : Marc Sniukas,Parker Lee,Matt Morasky
  • Publisher : John Wiley & Sons
  • ISBN Code : 1119151589
  • Pages : 288
  • Format : Pdf - ePub
  • Language : English
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Summary:

Acknowledgements -- Dedications -- Forward -- Welcome to the new world of strategic innovation&business design thinking -- Discover new growth opportunities -- Craft your strategy -- Launch your new growth business -- Mastering the art : business design thinking -- Index


From a Culture of Violence to a Culture of Peace by Unesco

From a Culture of Violence to a Culture of Peace
  • Title : From a Culture of Violence to a Culture of Peace
  • Author : Unesco
  • Publisher : UNESCO
  • ISBN Code :
  • Pages : 276
  • Format : Pdf - ePub
  • Language : English
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Summary:

Through this volume, UNESCO aims to further reflection on the major changes facing the international community today: how to replace the existing culture of violence with a culture of peace. The text presents contributions by eminent peace researchers, philosophers, jurists and educators on the multiple facets of a culture of peace. The contributors underline the universal nature of a culture of peace - some delve into its very concept, others analyze the manner in which it is achieved, while others concentrate on the global endeavour to which UNESCO is dedicated.


The Future of the Internet--And How to Stop It by Jonathan Zittrain

The Future of the Internet--And How to Stop It
  • Title : The Future of the Internet--And How to Stop It
  • Author : Jonathan Zittrain
  • Publisher : Yale University Press
  • ISBN Code : 9780300145342
  • Pages : 352
  • Format : Pdf - ePub
  • Language : English
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Summary:

This extraordinary book explains the engine that has catapulted the Internet from backwater to ubiquity—and reveals that it is sputtering precisely because of its runaway success. With the unwitting help of its users, the generative Internet is on a path to a lockdown, ending its cycle of innovation—and facilitating unsettling new kinds of control. IPods, iPhones, Xboxes, and TiVos represent the first wave of Internet-centered products that can't be easily modified by anyone except their vendors or selected partners. These “tethered appliances” have already been used in remarkable but little-known ways: car GPS systems have been reconfigured at the demand of law enforcement to eavesdrop on the occupants at all times, and digital video recorders have been ordered to self-destruct thanks to a lawsuit against the manufacturer thousands of miles away. New Web 2.0 platforms like Google mash-ups and Facebook are rightly touted—but their applications can be similarly monitored and eliminated from a central source. As tethered appliances and applications eclipse the PC, the very nature of the Internet—its “generativity,” or innovative character—is at risk. The Internet's current trajectory is one of lost opportunity. Its salvation, Zittrain argues, lies in the hands of its millions of users. Drawing on generative technologies like Wikipedia that have so far survived their own successes, this book shows how to develop new technologies and social structures that allow users to work creatively and collaboratively, participate in solutions, and become true “netizens.”


How to Write a Book in a Week by Marie Stern,Esther Jacobs

How to Write a Book in a Week
  • Title : How to Write a Book in a Week
  • Author : Marie Stern,Esther Jacobs
  • Publisher : Createspace Independent Publishing Platform
  • ISBN Code : 9781539954514
  • Pages : 94
  • Format : Pdf - ePub
  • Language : English
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Summary:

Is this the year you are finally going to share your message with the world? Don't let the idea of having to write a book hold you back. It's easier than you think, and you don't even have to actually write the book yourself... Never thought about writing a book? Maybe you should consider it! Publishing a book will give you expert status, help spread your message and increase sales of your other products and services. It may even kick-start or boost your public speaking career. Writing, publishing and promoting a book has never been easier. You can do it in a week. This guide will teach you: The best kept secrets to a quick start for writing, promotion and sales Smart writing process hacks Alternatives to writing the book yourself Self-publishing The keys to launching a successful book, superfast "I just published my book. What I haven't been able to achieve in the past three years I did in just 7 days!" Chris About the authors Esther Jacobs (The Netherlands, 1970) is an international (TEDx) speaker and author. Esther has given over 1000 keynotes and is (co)author of 21 books. Her workshops have helped over 400 entrepreneurs to write their book. The NO EXCUSES LADY helps leaders and entrepreneurs to transform their challenges into opportunities. Marie Stern (Germany, 1982) is an "Amazon Self-Publishing Ninja." She authored 7 bestselling Amazon books, even though she wasn't even good at writing in school. However, she spent many hours browsing and reading in bookstores, discovering the secret behind successful books. As a former data mining analyst, she knows how important research is and how to find structure in any process. Marie helped many non-writers have their book written and likes to share her best knowledge on how to self-publishing and sell books. Esther and Marie met at a conference, where they were giving a book writing workshop. They decided to write this book in just one day, using their own tested method. And now they're inviting you to try it, too!


Foundations of Data Mining and Knowledge Discovery by Tsau Young Lin,Setsuo Ohsuga,Churn-Jung Liau,Xiaohua Hu,Shusaku Tsumoto

Foundations of Data Mining and Knowledge Discovery
  • Title : Foundations of Data Mining and Knowledge Discovery
  • Author : Tsau Young Lin,Setsuo Ohsuga,Churn-Jung Liau,Xiaohua Hu,Shusaku Tsumoto
  • Publisher : Springer Science & Business Media
  • ISBN Code : 9783540262572
  • Pages : 378
  • Format : Pdf - ePub
  • Language : English
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Summary:

"Foundations of Data Mining and Knowledge Discovery" contains the latest results and new directions in data mining research. Data mining, which integrates various technologies, including computational intelligence, database and knowledge management, machine learning, soft computing, and statistics, is one of the fastest growing fields in computer science. Although many data mining techniques have been developed, further development of the field requires a close examination of its foundations. This volume presents the results of investigations into the foundations of the discipline, and represents the state of the art for much of the current research. This book will prove extremely valuable and fruitful for data mining researchers, no matter whether they would like to uncover the fundamental principles behind data mining, or apply the theories to practical applications.


Mining the Social Web by Matthew A. Russell,Matthew Russell

Mining the Social Web
  • Title : Mining the Social Web
  • Author : Matthew A. Russell,Matthew Russell
  • Publisher : \"O\'Reilly Media, Inc.\"
  • ISBN Code : 1449388345
  • Pages : 332
  • Format : Pdf - ePub
  • Language : English
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Summary:

Provides information on data analysis from a vareity of social networking sites, including Facebook, Twitter, and LinkedIn.


Human Development Report 2016 by United Nations Development Programme (UNDP)

Human Development Report 2016
  • Title : Human Development Report 2016
  • Author : United Nations Development Programme (UNDP)
  • Publisher : United Nations
  • ISBN Code : 9210600363
  • Pages : 286
  • Format : Pdf - ePub
  • Language : English
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Summary:

This report focuses on how human development can be ensured for everyone, now and in future. It starts with an account of the hopes and challenges of today’s world, envisioning where humanity wants to go. This vision draws from and builds on the 2030 Agenda and the Sustainable Development Goals. It explores who has been left behind in human development progress and why. It argues that to ensure that human development reaches everyone, some aspects of the human development framework and assessment perspectives have to be brought to the fore. The Report also identifies the national policies and key strategies to ensure that will enable every human being achieve at least basic human development and to sustain and protect the gains.