Business Analytics

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Business Analytics

Jay Liebowitz
Business Analytics Book PDF

Author : Jay Liebowitz
Publisher : CRC Press
Page : 288 pages
File Size : 49,9 Mb
Release : 2013-12-19
Category : Business & Economics
ISBN : 9781466596108

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Business Analytics by Jay Liebowitz Pdf

Together, Big Data, high-performance computing, and complex environments create unprecedented opportunities for organizations to generate game-changing insights that are based on hard data. Business Analytics: An Introduction explains how to use business analytics to sort through an ever-increasing amount of data and improve the decision-making capabilities of an organization. Covering the key areas of business analytics, the book explores the concepts, techniques, applications, and emerging trends that professionals across a wide range of industries need to be aware of. Better detection of fraud through visual analytics or better prediction of the likelihood of someone getting an infection while in the hospital are just a few examples of where analytics can play a positive role. As the field of business analytics continues to emerge rapidly, there is a need for a reliable textbook and reference on the subject. Filling this need, this book is suitable for graduate-level students and undergraduate seniors. It maintains a focus on only the key areas so the material can be covered adequately in a one-semester or one-quarter course. Each chapter includes software-generic exercises, labs, and associated answers to the exercises/labs. Author Jay Liebowitz recently had an article published in The World Financial Review. www.worldfinancialreview.com/?p=1904

Data Mining and Business Analytics with R

Johannes Ledolter
Data Mining and Business Analytics with R Book PDF

Author : Johannes Ledolter
Publisher : John Wiley & Sons
Page : 368 pages
File Size : 44,5 Mb
Release : 2013-05-28
Category : Computers
ISBN : 9781118572153

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Data Mining and Business Analytics with R by Johannes Ledolter Pdf

Collecting, analyzing, and extracting valuable information froma large amount of data requires easily accessible, robust,computational and analytical tools. Data Mining and BusinessAnalytics with R utilizes the open source software R for theanalysis, exploration, and simplification of large high-dimensionaldata sets. As a result, readers are provided with the neededguidance to model and interpret complicated data and become adeptat building powerful models for prediction and classification. Highlighting both underlying concepts and practicalcomputational skills, Data Mining and Business Analytics withR begins with coverage of standard linear regression and theimportance of parsimony in statistical modeling. The book includesimportant topics such as penalty-based variable selection (LASSO);logistic regression; regression and classification trees;clustering; principal components and partial least squares; and theanalysis of text and network data. In addition, the bookpresents: • A thorough discussion and extensive demonstration of thetheory behind the most useful data mining tools • Illustrations of how to use the outlined concepts inreal-world situations • Readily available additional data sets and related Rcode allowing readers to apply their own analyses to the discussedmaterials • Numerous exercises to help readers with computing skillsand deepen their understanding of the material Data Mining and Business Analytics with R is an excellentgraduate-level textbook for courses on data mining and businessanalytics. The book is also a valuable reference for practitionerswho collect and analyze data in the fields of finance, operationsmanagement, marketing, and the information sciences.

Business Analytics

Walter R. Paczkowski
Business Analytics Book PDF

Author : Walter R. Paczkowski
Publisher : Springer Nature
Page : 416 pages
File Size : 48,8 Mb
Release : 2022-01-03
Category : Business & Economics
ISBN : 9783030870232

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Business Analytics by Walter R. Paczkowski Pdf

This book focuses on three core knowledge requirements for effective and thorough data analysis for solving business problems. These are a foundational understanding of: 1. statistical, econometric, and machine learning techniques; 2. data handling capabilities; 3. at least one programming language. Practical in orientation, the volume offers illustrative case studies throughout and examples using Python in the context of Jupyter notebooks. Covered topics include demand measurement and forecasting, predictive modeling, pricing analytics, customer satisfaction assessment, market and advertising research, and new product development and research. This volume will be useful to business data analysts, data scientists, and market research professionals, as well as aspiring practitioners in business data analytics. It can also be used in colleges and universities offering courses and certifications in business data analytics, data science, and market research.

Applied Sport Business Analytics

Christopher Atwater,Robert E. Baker,Ted Kwartler
Applied Sport Business Analytics Book PDF

Author : Christopher Atwater,Robert E. Baker,Ted Kwartler
Publisher : Human Kinetics
Page : 218 pages
File Size : 55,6 Mb
Release : 2022-03-17
Category : Sports administration
ISBN : 9781492598534

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Applied Sport Business Analytics by Christopher Atwater,Robert E. Baker,Ted Kwartler Pdf

"This book addresses the fundamental use of analytical metrics to inform sport managers, framing sport analytics for practical use within organizations. The book is organized to present the background of sport analytics, why it is useful, selected techniques and tools employed, and its applications in sport organizations. The text guides the reader in selecting and communicating information in a useable format, and the translation of metrics in informing managers, guiding decisions, and maximizing efficiency in achieving desired outcomes"--

Business Analytics for Managers

Gert Laursen,Jesper Thorlund
Business Analytics for Managers Book PDF

Author : Gert Laursen,Jesper Thorlund
Publisher : John Wiley & Sons
Page : 272 pages
File Size : 43,8 Mb
Release : 2010-07-13
Category : Business & Economics
ISBN : 9780470890615

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Business Analytics for Managers by Gert Laursen,Jesper Thorlund Pdf

"While business analytics sounds like a complex subject, this book provides a clear and non-intimidating overview of the topic. Following its advice will ensure that your organization knows the analytics it needs to succeed, and uses them in the service of key strategies and business processes. You too can go beyond reporting!"—Thomas H. Davenport, President's Distinguished Professor of IT and Management, Babson College; coauthor, Analytics at Work: Smarter Decisions, Better Results Deliver the right decision support to the right people at the right time Filled with examples and forward-thinking guidance from renowned BA leaders Gert Laursen and Jesper Thorlund, Business Analytics for Managers offers powerful techniques for making increasingly advanced use of information in order to survive any market conditions. Take a look inside and find: Proven guidance on developing an information strategy Tips for supporting your company's ability to innovate in the future by using analytics Practical insights for planning and implementing BA How to use information as a strategic asset Why BA is the next stepping-stone for companies in the information age today Discussion on BA's ever-increasing role Improve your business's decision making. Align your business processes with your business's objectives. Drive your company into a prosperous future. Taking BA from buzzword to enormous value-maker, Business Analytics for Managers helps you do it all with workable solutions that will add tremendous value to your business.

Business Analytics

Jeffrey D. Camm,James J. Cochran,Michael J. Fry,Jeffrey W. Ohlmann,David R. Anderson
Business Analytics Book PDF

Author : Jeffrey D. Camm,James J. Cochran,Michael J. Fry,Jeffrey W. Ohlmann,David R. Anderson
Publisher : Cengage Learning
Page : 50 pages
File Size : 48,7 Mb
Release : 2018-03-08
Category : Business & Economics
ISBN : 1337406422

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Business Analytics by Jeffrey D. Camm,James J. Cochran,Michael J. Fry,Jeffrey W. Ohlmann,David R. Anderson Pdf

Build valuable skills that are in high demand in today’s businesses with Camm/Cochran/Fry/Ohlmann/Anderson/Sweeney/Williams' market-leading BUSINESS ANALYTICS, 3E. Readers master the full range of analytics while strengthening descriptive, predictive and prescriptive analytic skills. Real-world examples and visuals help illustrate data and results for each topic. Clear, step-by-step instructions guide readers through using various software programs, including Microsoft Excel, Analytic Solver, and JMP Pro, to perform the analyses discussed. Practical, relevant problems at all levels of difficulty reinforce and teach readers to apply the concepts learned. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

Predictive Business Analytics

Lawrence Maisel,Gary Cokins
Predictive Business Analytics Book PDF

Author : Lawrence Maisel,Gary Cokins
Publisher : John Wiley & Sons
Page : 272 pages
File Size : 55,9 Mb
Release : 2013-09-26
Category : Business & Economics
ISBN : 9781118240151

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Predictive Business Analytics by Lawrence Maisel,Gary Cokins Pdf

Discover the breakthrough tool your company can use to makewinning decisions This forward-thinking book addresses the emergence of predictivebusiness analytics, how it can help redefine the way yourorganization operates, and many of the misconceptions that impedethe adoption of this new management capability. Filled with caseexamples, Predictive Business Analytics defines ways inwhich specific industries have applied these techniques and toolsand how predictive business analytics can complement otherfinancial applications such as budgeting, forecasting, andperformance reporting. Examines how predictive business analytics can help yourorganization understand its various drivers of performance, theirrelationship to future outcomes, and improve managerialdecision-making Looks at how to develop new insights and understand businessperformance based on extensive use of data, statistical andquantitative analysis, and explanatory and predictive modeling Written for senior financial professionals, as well as generaland divisional senior management Visionary and effective, Predictive Business Analyticsreveals how you can use your business's skills, technologies,tools, and processes for continuous analysis of past businessperformance to gain forward-looking insight and drive businessdecisions and actions.

Business Analytics, Global Edition

James R. Evans
Business Analytics Global Edition Book PDF

Author : James R. Evans
Publisher : Unknown
Page : 656 pages
File Size : 50,5 Mb
Release : 2016-01-29
Category : Business planning
ISBN : 129209544X

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Business Analytics, Global Edition by James R. Evans Pdf

A balanced and holistic approach to business analytics 'Business Analytics', teaches the fundamental concepts of the emerging field of business analytics and provides vital tools in understanding how data analysis works in today's organizations. Students will learn to apply basic business analytics principles, communicate with analytics professionals, and effectively use and interpret analytic models to make better business decisions.

Customer and Business Analytics

Daniel S. Putler,Robert E. Krider
Customer and Business Analytics Book PDF

Author : Daniel S. Putler,Robert E. Krider
Publisher : CRC Press
Page : 315 pages
File Size : 40,6 Mb
Release : 2012-05-07
Category : Business & Economics
ISBN : 9781466503984

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Customer and Business Analytics by Daniel S. Putler,Robert E. Krider Pdf

Customer and Business Analytics: Applied Data Mining for Business Decision Making Using R explains and demonstrates, via the accompanying open-source software, how advanced analytical tools can address various business problems. It also gives insight into some of the challenges faced when deploying these tools. Extensively classroom-tested, the tex

R for Business Analytics

A Ohri
R for Business Analytics Book PDF

Author : A Ohri
Publisher : Springer Science & Business Media
Page : 322 pages
File Size : 46,6 Mb
Release : 2012-09-14
Category : Business & Economics
ISBN : 9781461443421

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R for Business Analytics by A Ohri Pdf

This book examines common tasks performed by business analysts and helps the reader navigate the wealth of information in R and its 4000 packages to create useful analytics applications. Includes interviews with corporate users of R, and easy-to-use examples.

Business Analytics

Jeffrey D. Camm,James J. Cochran,Michael J. Fry,Jeffrey W. Ohlmann
Business Analytics Book PDF

Author : Jeffrey D. Camm,James J. Cochran,Michael J. Fry,Jeffrey W. Ohlmann
Publisher : Cengage AU
Page : 882 pages
File Size : 49,8 Mb
Release : 2020-03-10
Category : Business & Economics
ISBN : 9780357131787

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Business Analytics by Jeffrey D. Camm,James J. Cochran,Michael J. Fry,Jeffrey W. Ohlmann Pdf

Present the full range of analytics -- from descriptive and predictive to prescriptive analytics -- with Camm/Cochran/Fry/Ohlmann's market-leading BUSINESS ANALYTICS, 4E. Clear, step-by-step instructions teach students how to use Excel, Tableau, R and JMP Pro to solve more advanced analytics concepts. As instructor, you have the flexibility to choose your preferred software for teaching concepts. Extensive solutions to problems and cases save grading time, while providing students with critical practice. This edition covers topics beyond the traditional quantitative concepts, such as data visualization and data mining, which are increasingly important in today's analytical problem solving. In addition, MindTap and WebAssign customizable digital course solutions offer an interactive eBook, auto-graded exercises from the printed book, algorithmic practice problems with solutions and Exploring Analytics visualizations to strengthen students' understanding of course concepts.

Getting Started with Business Analytics

David Roi Hardoon,Galit Shmueli
Getting Started with Business Analytics Book PDF

Author : David Roi Hardoon,Galit Shmueli
Publisher : CRC Press
Page : 192 pages
File Size : 43,6 Mb
Release : 2013-03-26
Category : Business & Economics
ISBN : 9781439896532

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Getting Started with Business Analytics by David Roi Hardoon,Galit Shmueli Pdf

Assuming no prior knowledge or technical skills, Getting Started with Business Analytics: Insightful Decision-Making explores the contents, capabilities, and applications of business analytics. It bridges the worlds of business and statistics and describes business analytics from a non-commercial standpoint. The authors demystify the main concepts and terminologies and give many examples of real-world applications. The first part of the book introduces business data and recent technologies that have promoted fact-based decision-making. The authors look at how business intelligence differs from business analytics. They also discuss the main components of a business analytics application and the various requirements for integrating business with analytics. The second part presents the technologies underlying business analytics: data mining and data analytics. The book helps you understand the key concepts and ideas behind data mining and shows how data mining has expanded into data analytics when considering new types of data such as network and text data. The third part explores business analytics in depth, covering customer, social, and operational analytics. Each chapter in this part incorporates hands-on projects based on publicly available data. Helping you make sound decisions based on hard data, this self-contained guide provides an integrated framework for data mining in business analytics. It takes you on a journey through this data-rich world, showing you how to deploy business analytics solutions in your organization.

Essentials of Business Analytics

Bhimasankaram Pochiraju,Sridhar Seshadri
Essentials of Business Analytics Book PDF

Author : Bhimasankaram Pochiraju,Sridhar Seshadri
Publisher : Springer
Page : 971 pages
File Size : 54,6 Mb
Release : 2019-07-10
Category : Business & Economics
ISBN : 9783319688374

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Essentials of Business Analytics by Bhimasankaram Pochiraju,Sridhar Seshadri Pdf

This comprehensive edited volume is the first of its kind, designed to serve as a textbook for long-duration business analytics programs. It can also be used as a guide to the field by practitioners. The book has contributions from experts in top universities and industry. The editors have taken extreme care to ensure continuity across the chapters. The material is organized into three parts: A) Tools, B) Models and C) Applications. In Part A, the tools used by business analysts are described in detail. In Part B, these tools are applied to construct models used to solve business problems. Part C contains detailed applications in various functional areas of business and several case studies. Supporting material can be found in the appendices that develop the pre-requisites for the main text. Every chapter has a business orientation. Typically, each chapter begins with the description of business problems that are transformed into data questions; and methodology is developed to solve these questions. Data analysis is conducted using widely used software, the output and results are clearly explained at each stage of development. These are finally transformed into a business solution. The companion website provides examples, data sets and sample code for each chapter.

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 : 53,5 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.

Business Analysis For Dummies

Kupe Kupersmith,Paul Mulvey,Kate McGoey
Business Analysis For Dummies Book PDF

Author : Kupe Kupersmith,Paul Mulvey,Kate McGoey
Publisher : John Wiley & Sons
Page : 384 pages
File Size : 46,5 Mb
Release : 2013-07-01
Category : Business & Economics
ISBN : 9781118510636

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Business Analysis For Dummies by Kupe Kupersmith,Paul Mulvey,Kate McGoey Pdf

Your go-to guide on business analysis Business analysis refers to the set of tasks and activities thathelp companies determine their objectives for meeting certainopportunities or addressing challenges and then help them definesolutions to meet those objectives. Those engaged in businessanalysis are charged with identifying the activities that enablethe company to define the business problem or opportunity, definewhat the solutions looks like, and define how it should behave inthe end. As a BA, you lay out the plans for the processahead. Business Analysis For Dummies is the go to reference onhow to make the complex topic of business analysis easy tounderstand. Whether you are new or have experience with businessanalysis, this book gives you the tools, techniques, tips andtricks to set your project’s expectations and on the path tosuccess. Offers guidance on how to make an impact in your organizationby performing business analysis Shows you the tools and techniques to be an effective businessanalysis professional Provides a number of examples on how to perform businessanalysis regardless of your role If you're interested in learning about the tools and techniquesused by successful business analysis professionals, BusinessAnalysis For Dummies has you covered.