Informs Analytics Body Of Knowledge

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INFORMS Analytics Body of Knowledge

James J. Cochran
INFORMS Analytics Body of Knowledge Book PDF

Author : James J. Cochran
Publisher : John Wiley & Sons
Page : 400 pages
File Size : 49,9 Mb
Release : 2018-10-23
Category : Mathematics
ISBN : 9781119483212

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INFORMS Analytics Body of Knowledge by James J. Cochran Pdf

Standardizes the definition and framework of analytics #2 on Book Authority’s list of the Best New Analytics Books to Read in 2019 (January 2019) We all want to make a difference. We all want our work to enrich the world. As analytics professionals, we are fortunate - this is our time! We live in a world of pervasive data and ubiquitous, powerful computation. This convergence has inspired and accelerated the development of both analytic techniques and tools and this potential for analytics to have an impact has been a huge call to action for organizations, universities, and governments. This title from Institute for Operations Research and the Management Sciences (INFORMS) represents the perspectives of some of the most respected experts on analytics. Readers with various backgrounds in analytics – from novices to experienced professionals – will benefit from reading about and implementing the concepts and methods covered here. Peer reviewed chapters provide readers with in-depth insights and a better understanding of the dynamic field of analytics The INFORMS Analytics Body of Knowledge documents the core concepts and skills with which an analytics professional should be familiar; establishes a dynamic resource that will be used by practitioners to increase their understanding of analytics; and, presents instructors with a framework for developing academic courses and programs in analytics.

INFORMS Analytics Body of Knowledge

James J. Cochran
INFORMS Analytics Body of Knowledge Book PDF

Author : James J. Cochran
Publisher : John Wiley & Sons
Page : 427 pages
File Size : 53,9 Mb
Release : 2018-09-21
Category : Mathematics
ISBN : 9781119488255

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INFORMS Analytics Body of Knowledge by James J. Cochran Pdf

Standardizes the definition and framework of analytics #2 on Book Authority’s list of the Best New Analytics Books to Read in 2019 (January 2019) We all want to make a difference. We all want our work to enrich the world. As analytics professionals, we are fortunate - this is our time! We live in a world of pervasive data and ubiquitous, powerful computation. This convergence has inspired and accelerated the development of both analytic techniques and tools and this potential for analytics to have an impact has been a huge call to action for organizations, universities, and governments. This title from Institute for Operations Research and the Management Sciences (INFORMS) represents the perspectives of some of the most respected experts on analytics. Readers with various backgrounds in analytics – from novices to experienced professionals – will benefit from reading about and implementing the concepts and methods covered here. Peer reviewed chapters provide readers with in-depth insights and a better understanding of the dynamic field of analytics The INFORMS Analytics Body of Knowledge documents the core concepts and skills with which an analytics professional should be familiar; establishes a dynamic resource that will be used by practitioners to increase their understanding of analytics; and, presents instructors with a framework for developing academic courses and programs in analytics.

The Analytics Lifecycle Toolkit

Gregory S. Nelson
The Analytics Lifecycle Toolkit Book PDF

Author : Gregory S. Nelson
Publisher : John Wiley & Sons
Page : 464 pages
File Size : 53,6 Mb
Release : 2018-03-07
Category : Business & Economics
ISBN : 9781119425090

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The Analytics Lifecycle Toolkit by Gregory S. Nelson Pdf

An evidence-based organizational framework for exceptional analytics team results The Analytics Lifecycle Toolkit provides managers with a practical manual for integrating data management and analytic technologies into their organization. Author Gregory Nelson has encountered hundreds of unique perspectives on analytics optimization from across industries; over the years, successful strategies have proven to share certain practices, skillsets, expertise, and structural traits. In this book, he details the concepts, people and processes that contribute to exemplary results, and shares an organizational framework for analytics team functions and roles. By merging analytic culture with data and technology strategies, this framework creates understanding for analytics leaders and a toolbox for practitioners. Focused on team effectiveness and the design thinking surrounding product creation, the framework is illustrated by real-world case studies to show how effective analytics team leadership works on the ground. Tools and templates include best practices for process improvement, workforce enablement, and leadership support, while guidance includes both conceptual discussion of the analytics life cycle and detailed process descriptions. Readers will be equipped to: Master fundamental concepts and practices of the analytics life cycle Understand the knowledge domains and best practices for each stage Delve into the details of analytical team processes and process optimization Utilize a robust toolkit designed to support analytic team effectiveness The analytics life cycle includes a diverse set of considerations involving the people, processes, culture, data, and technology, and managers needing stellar analytics performance must understand their unique role in the process of winnowing the big picture down to meaningful action. The Analytics Lifecycle Toolkit provides expert perspective and much-needed insight to managers, while providing practitioners with a new set of tools for optimizing results.

An Introduction to Business Analytics

Ger Koole
An Introduction to Business Analytics Book PDF

Author : Ger Koole
Publisher : Lulu.com
Page : 174 pages
File Size : 53,8 Mb
Release : 2019-03-13
Category : Computers
ISBN : 9789082017939

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An Introduction to Business Analytics by Ger Koole Pdf

Business Analytics (BA) is about turning data into decisions. This book covers the full range of BA topics, including statistics, machine learning and optimization, in a way that makes them accessible to a broader audience. Decision makers will gain enough insight into the subject to have meaningful discussions with machine learning specialists, and those starting out as data scientists will benefit from an overview of the field and take their first steps as business analytics specialist. Through this book and the various exercises included, you will be equipped with an understanding of BA, while learning R, a popular tool for statistics and machine learning.

Storage Area Networks For Dummies

Christopher Poelker,Alex Nikitin
Storage Area Networks For Dummies Book PDF

Author : Christopher Poelker,Alex Nikitin
Publisher : John Wiley & Sons
Page : 467 pages
File Size : 46,7 Mb
Release : 2009-01-09
Category : Computers
ISBN : 9780470385135

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Storage Area Networks For Dummies by Christopher Poelker,Alex Nikitin Pdf

If you’ve been charged with setting up storage area networks for your company, learning how SANs work and managing data storage problems might seem challenging. Storage Area Networks For Dummies, 2nd Edition comes to the rescue with just what you need to know. Whether you already a bit SAN savvy or you’re a complete novice, here’s the scoop on how SANs save money, how to implement new technologies like data de-duplication, iScsi, and Fibre Channel over Ethernet, how to develop SANs that will aid your company’s disaster recovery plan, and much more. For example, you can: Understand what SANs are, whether you need one, and what you need to build one Learn to use loops, switches, and fabric, and design your SAN for peak performance Create a disaster recovery plan with the appropriate guidelines, remote site, and data copy techniques Discover how to connect or extend SANs and how compression can reduce costs Compare tape and disk backups and network vs. SAN backup to choose the solution you need Find out how data de-duplication makes sense for backup, replication, and retention Follow great troubleshooting tips to help you find and fix a problem Benefit from a glossary of all those pesky acronyms From the basics for beginners to advanced features like snapshot copies, storage virtualization, and heading off problems before they happen, here’s what you need to do the job with confidence!

Analytics Across the Enterprise

Brenda L. Dietrich,Emily C. Plachy,Maureen F. Norton
Analytics Across the Enterprise Book PDF

Author : Brenda L. Dietrich,Emily C. Plachy,Maureen F. Norton
Publisher : IBM Press
Page : 223 pages
File Size : 47,9 Mb
Release : 2014-05-15
Category : Business & Economics
ISBN : 9780133835885

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Analytics Across the Enterprise by Brenda L. Dietrich,Emily C. Plachy,Maureen F. Norton Pdf

How to Transform Your Organization with Analytics: Insider Lessons from IBM’s Pioneering Experience Analytics is not just a technology: It is a better way to do business. Using analytics, you can systematically inform human judgment with data-driven insight. This doesn’t just improve decision-making: It also enables greater innovation and creativity in support of strategy. Your transformation won’t happen overnight; however, it is absolutely achievable, and the rewards are immense. This book demystifies your analytics journey by showing you how IBM has successfully leveraged analytics across the enterprise, worldwide. Three of IBM’s pioneering analytics practitioners share invaluable real-world perspectives on what does and doesn’t work and how you can start or accelerate your own transformation. This book provides an essential framework for becoming a smarter enterprise and shows through 31 case studies how IBM has derived value from analytics throughout its business. Coverage Includes Creating a smarter workforce through big data and analytics More effectively optimizing supply chain processes Systematically improving financial forecasting Managing financial risk, increasing operational efficiency, and creating business value Reaching more B2B or B2C customers and deepening their engagement Optimizing manufacturing and product management processes Deploying your sales organization to increase revenue and effectiveness Achieving new levels of excellence in services delivery and reducing risk Transforming IT to enable wider use of analytics “Measuring the immeasurable” and filling gaps in imperfect data Whatever your industry or role, whether a current or future leader, analytics can make you smarter and more competitive. Analytics Across the Enterprise shows how IBM did it--and how you can, too. Learn more about IBM Analytics

Business Analytics Principles, Concepts, and Applications with SAS

Marc J. Schniederjans,Dara G. Schniederjans,Christopher M. Starkey
Business Analytics Principles Concepts and Applications with SAS Book PDF

Author : Marc J. Schniederjans,Dara G. Schniederjans,Christopher M. Starkey
Publisher : Pearson Education
Page : 353 pages
File Size : 45,7 Mb
Release : 2014-09-12
Category : Business & Economics
ISBN : 9780133989571

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Business Analytics Principles, Concepts, and Applications with SAS by Marc J. Schniederjans,Dara G. Schniederjans,Christopher M. Starkey Pdf

Learn everything you need to know to start using business analytics and integrating it throughout your organization. Business Analytics Principles, Concepts, and Applications with SAS brings together a complete, integrated package of knowledge for newcomers to the subject. The authors present an up-to-date view of what business analytics is, why it is so valuable, and most importantly, how it is used. They combine essential conceptual content with clear explanations of the tools, techniques, and methodologies actually used to implement modern business analytics initiatives. They offer a proven step-wise approach to designing an analytics program, and successfully integrating it into your organization, so it effectively provides intelligence for competitive advantage in decision making. Using step-by-step examples, the authors identify common challenges that can be addressed by business analytics, illustrate each type of analytics (descriptive, prescriptive, and predictive), and guide users in undertaking their own projects. Illustrating the real-world use of statistical, information systems, and management science methodologies, these examples help readers successfully apply the methods they are learning. Unlike most competitive guides, this text demonstrates the use of SAS software, permitting instructors to spend less time teaching software and more time focusing on business analytics itself. Business Analytics Principles, Concepts, and Applications with SAS will be a valuable resource for all beginning-to-intermediate level business analysts and business analytics managers; for MBA/Masters' degree students in the field; and for advanced undergraduates majoring in statistics, applied mathematics, or engineering/operations research.

The Tacit Dimension

Lara Schrijver
The Tacit Dimension Book PDF

Author : Lara Schrijver
Publisher : Leuven University Press
Page : 129 pages
File Size : 47,8 Mb
Release : 2021-05-03
Category : Architecture
ISBN : 9789462702714

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The Tacit Dimension by Lara Schrijver Pdf

In architecture, tacit knowledge plays a substantial role in both the design process and its reception. The essays in this book explore the tacit dimension of architecture in its aesthetic, material, cultural, design-based, and reflexive understanding of what we build. Tacit knowledge, described in 1966 by Michael Polanyi as what we ‘can know but cannot tell’, often denotes knowledge that escapes quantifiable dimensions of research. Much of architecture’s knowledge resides beneath the surface, in nonverbal instruments such as drawings and models that articulate the spatial imagination of the design process. Awareness of the tacit dimension helps to understand the many facets of the spaces we inhabit, from the ideas of the architect to the more hidden assumptions of our cultures. Beginning in the studio, where students are guided into becoming architects, the book follows a path through the tacit knowledge present in materials, conceptual structures, and the design process, revealing how the tacit dimension leads to craftsmanship and the situated knowledge of architecture-in-the-world. Contributors: Tom Avermaete (ETH Zürich), Margitta Buchert (Leibniz-Universität Hannover), Christoph Grafe (Bergische Universität Wuppertal), Mari Lending (The Oslo School of Architecture and Design), Angelika Schnell (Academy of Fine Arts Vienna), Eireen Schreurs (Delft University of Technology), Lara Schrijver (University of Antwerp)

Deleuze and Research Methodologies

Rebecca Coleman
Deleuze and Research Methodologies Book PDF

Author : Rebecca Coleman
Publisher : Edinburgh University Press
Page : 280 pages
File Size : 48,5 Mb
Release : 2013-02-25
Category : Reference
ISBN : 9780748644124

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Deleuze and Research Methodologies by Rebecca Coleman Pdf

Shows how Deleuze's philosophy is shaking up research in the humanities and social sciences. Deleuzian thinking is having a significant impact on research practices in the Social Sciences not least because one of its key implications is the demand to break down the false divide between theory and practice. This book brings together international academics from a range of Social Science and Humanities disciplines to reflect on how Deleuze's philosophy is opening up and shaping methodologies and practices of empirical research.

Advances in Intelligent Systems, Computer Science and Digital Economics III

Zhengbing Hu,Sergei Gavriushin,Sergey Petoukhov,Matthew He
Advances in Intelligent Systems Computer Science and Digital Economics III Book PDF

Author : Zhengbing Hu,Sergei Gavriushin,Sergey Petoukhov,Matthew He
Publisher : Springer Nature
Page : 265 pages
File Size : 46,7 Mb
Release : 2022-03-10
Category : Technology & Engineering
ISBN : 9783030970574

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Advances in Intelligent Systems, Computer Science and Digital Economics III by Zhengbing Hu,Sergei Gavriushin,Sergey Petoukhov,Matthew He Pdf

The book comprises high-quality refereed research papers presented at the Third International Symposium on Computer Science, Digital Economy, and Intelligent Systems (CSDEIS2021), held in Moscow, Russia, on December 25-26, 2021, organized jointly by the Mechanical Engineering Research Institute of the Russian Academy of Sciences,Moscow State Technical University, and the International Research Association of Modern Education and Computer Science. The topics discussed in the book includes state-of-the-art papers in computer science and their technological applications; intelligent systems and intellectual approaches; digital economics and methodological approaches. It is an excellent source of references for researchers, graduate students, engineers, management practitioners, and undergraduate students interested in computer science and its applications in engineering and management.

Trade-off Analytics

Gregory S. Parnell
Trade off Analytics Book PDF

Author : Gregory S. Parnell
Publisher : John Wiley & Sons
Page : 640 pages
File Size : 45,5 Mb
Release : 2016-10-25
Category : Technology & Engineering
ISBN : 9781119238300

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Trade-off Analytics by Gregory S. Parnell Pdf

Presents information to create a trade-off analysis framework for use in government and commercial acquisition environments This book presents a decision management process based on decision theory and cost analysis best practices aligned with the ISO/IEC 15288, the Systems Engineering Handbook, and the Systems Engineering Body of Knowledge. It provides a sound trade-off analysis framework to generate the tradespace and evaluate value and risk to support system decision-making throughout the life cycle. Trade-off analysis and risk analysis techniques are examined. The authors present an integrated value trade-off and risk analysis framework based on decision theory. These trade-off analysis concepts are illustrated in the different life cycle stages using multiple examples from defense and commercial domains. Provides techniques to identify and structure stakeholder objectives and creative, doable alternatives Presents the advantages and disadvantages of tradespace creation and exploration techniques for trade-off analysis of concepts, architectures, design, operations, and retirement Covers the sources of uncertainty in the system life cycle and examines how to identify, assess, and model uncertainty using probability Illustrates how to perform a trade-off analysis using the INCOSE Decision Management Process using both deterministic and probabilistic techniques Trade-off Analytics: Creating and Exploring the System Tradespace is written for upper undergraduate students and graduate students studying systems design, systems engineering, industrial engineering and engineering management. This book also serves as a resource for practicing systems designers, systems engineers, project managers, and engineering managers. Gregory S. Parnell, PhD, is a Research Professor in the Department of Industrial Engineering at the University of Arkansas. He is also a senior principal with Innovative Decisions, Inc., a decision and risk analysis firm and has served as Chairman of the Board. Dr. Parnell has published more than 100 papers and book chapters and was lead editor of Decision Making for Systems Engineering and Management, Wiley Series in Systems Engineering (2nd Ed, Wiley 2011) and lead author of the Handbook of Decision Analysis (Wiley 2013). He is a fellow of INFORMS, the INCOSE, MORS, and the Society for Decision Professionals.

AI at War

Sam J Tangredi,George Galdorisi
AI at War Book PDF

Author : Sam J Tangredi,George Galdorisi
Publisher : Naval Institute Press
Page : 343 pages
File Size : 48,7 Mb
Release : 2021-03-15
Category : Political Science
ISBN : 9781682476345

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AI at War by Sam J Tangredi,George Galdorisi Pdf

Artificial intelligence (AI) may be the most beneficial technological development of the twenty-first century.Media hype and raised expectations for results, however, have clouded understanding of the true nature of AI—including its limitations and potential. AI at War provides a balanced and practical understanding of applying AI to national security and warfighting professionals as well as a wide array of other readers. Although the themes and findings of the chapters are relevant across the U.S. Department of Defense, to include all Services, the Joint Staff and defense agencies as well as allied and partner ministries of defense, this book is a case study of warfighting functions in the Naval Services—the U.S. Navy and U.S. Marine Corps. Sam J. Tangredi and George Galdorisi bring together over thirty experts, ranging from former DOD officials and retired flag officers to scientists and active duty junior officers. These contributors present views on a vast spectrum of subjects pertaining to the implementation of AI in modern warfare, including strategy, policy, doctrine, weapons, and ethical concerns.

The Poisonwood Bible

Barbara Kingsolver
The Poisonwood Bible Book PDF

Author : Barbara Kingsolver
Publisher : Harper Collins
Page : 578 pages
File Size : 41,9 Mb
Release : 2009-10-13
Category : Fiction
ISBN : 9780061804816

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The Poisonwood Bible by Barbara Kingsolver Pdf

New York Times Bestseller • Finalist for the Pulitzer Prize • An Oprah's Book Club Selection “Powerful . . . [Kingsolver] has with infinitely steady hands worked the prickly threads of religion, politics, race, sin and redemption into a thing of terrible beauty.” —Los Angeles Times Book Review The Poisonwood Bible, now celebrating its 25th anniversary, established Barbara Kingsolver as one of the most thoughtful and daring of modern writers. Taking its place alongside the classic works of postcolonial literature, it is a suspenseful epic of one family's tragic undoing and remarkable reconstruction over the course of three decades in Africa. The story is told by the wife and four daughters of Nathan Price, a fierce, evangelical Baptist who takes his family and mission to the Belgian Congo in 1959. They carry with them everything they believe they will need from home, but soon find that all of it—from garden seeds to Scripture—is calamitously transformed on African soil. The novel is set against one of the most dramatic political chronicles of the twentieth century: the Congo's fight for independence from Belgium, the murder of its first elected prime minister, the CIA coup to install his replacement, and the insidious progress of a world economic order that robs the fledgling African nation of its autonomy. Against this backdrop, Orleanna Price reconstructs the story of her evangelist husband's part in the Western assault on Africa, a tale indelibly darkened by her own losses and unanswerable questions about her own culpability. Also narrating the story, by turns, are her four daughters—the teenaged Rachel; adolescent twins Leah and Adah; and Ruth May, a prescient five-year-old. These sharply observant girls, who arrive in the Congo with racial preconceptions forged in 1950s Georgia, will be marked in surprisingly different ways by their father's intractable mission, and by Africa itself. Ultimately each must strike her own separate path to salvation. Their passionately intertwined stories become a compelling exploration of moral risk and personal responsibility.

The Book of R

Tilman M. Davies
The Book of R Book PDF

Author : Tilman M. Davies
Publisher : No Starch Press
Page : 833 pages
File Size : 48,8 Mb
Release : 2016-07-16
Category : Computers
ISBN : 9781593277796

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The Book of R by Tilman M. Davies Pdf

The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.

Data Driven

Thomas C. Redman
Data Driven Book PDF

Author : Thomas C. Redman
Publisher : Harvard Business Press
Page : 257 pages
File Size : 41,9 Mb
Release : 2008-09-22
Category : Business & Economics
ISBN : 9781422163641

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Data Driven by Thomas C. Redman Pdf

Your company's data has the potential to add enormous value to every facet of the organization -- from marketing and new product development to strategy to financial management. Yet if your company is like most, it's not using its data to create strategic advantage. Data sits around unused -- or incorrect data fouls up operations and decision making. In Data Driven, Thomas Redman, the "Data Doc," shows how to leverage and deploy data to sharpen your company's competitive edge and enhance its profitability. The author reveals: · The special properties that make data such a powerful asset · The hidden costs of flawed, outdated, or otherwise poor-quality data · How to improve data quality for competitive advantage · Strategies for exploiting your data to make better business decisions · The many ways to bring data to market · Ideas for dealing with political struggles over data and concerns about privacy rights Your company's data is a key business asset, and you need to manage it aggressively and professionally. Whether you're a top executive, an aspiring leader, or a product-line manager, this eye-opening book provides the tools and thinking you need to do that.