Business Intelligence Techniques
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Business Intelligence Techniques
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Author : Murugan Anandarajan
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-11-02
Business Intelligence Techniques written by Murugan Anandarajan and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-11-02 with Business & Economics categories.
Modern businesses generate huge volumes of accounting data on a daily basis. The recent advancements in information technology have given organizations the ability to capture and store these data in an efficient and effective manner. However, there is a widening gap between this data storage and usage of the data. Business intelligence techniques can help an organization obtain and process relevant accounting data quickly and cost efficiently. Such techniques include, query and reporting tools, online analytical processing (OLAP), statistical analysis, text mining, data mining, and visualization. Business Intelligence Techniques is a compilation of chapters written by experts in the various areas. While these chapters stand of their own, taken together they provide a comprehensive overview of how to exploit accounting data in the business environment.
Data Mining For Business Intelligence
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Author : Galit Shmueli
language : en
Publisher: John Wiley & Sons
Release Date : 2011-09-28
Data Mining For Business Intelligence written by Galit Shmueli and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-09-28 with Mathematics categories.
Praise for the First Edition " full of vivid and thought-provoking anecdotes needs to be read by anyone with a serious interest in research and marketing." —Research magazine "Shmueli et al. have done a wonderful job in presenting the field of data mining a welcome addition to the literature." —computingreviews.com Incorporating a new focus on data visualization and time series forecasting, Data Mining for Business Intelligence, Second Edition continues to supply insightful, detailed guidance on fundamental data mining techniques. This new edition guides readers through the use of the Microsoft Office Excel add-in XLMiner for developing predictive models and techniques for describing and finding patterns in data. From clustering customers into market segments and finding the characteristics of frequent flyers to learning what items are purchased with other items, the authors use interesting, real-world examples to build a theoretical and practical understanding of key data mining methods, including classification, prediction, and affinity analysis as well as data reduction, exploration, and visualization. The Second Edition now features: Three new chapters on time series forecasting, introducing popular business forecasting methods including moving average, exponential smoothing methods; regression-based models; and topics such as explanatory vs. predictive modeling, two-level models, and ensembles A revised chapter on data visualization that now features interactive visualization principles and added assignments that demonstrate interactive visualization in practice Separate chapters that each treat k-nearest neighbors and Naïve Bayes methods Summaries at the start of each chapter that supply an outline of key topics The book includes access to XLMiner, allowing readers to work hands-on with the provided data. Throughout the book, applications of the discussed topics focus on the business problem as motivation and avoid unnecessary statistical theory. Each chapter concludes with exercises that allow readers to assess their comprehension of the presented material. The final chapter includes a set of cases that require use of the different data mining techniques, and a related Web site features data sets, exercise solutions, PowerPoint slides, and case solutions. Data Mining for Business Intelligence, Second Edition is an excellent book for courses on data mining, forecasting, and decision support systems at the upper-undergraduate and graduate levels. It is also a one-of-a-kind resource for analysts, researchers, and practitioners working with quantitative methods in the fields of business, finance, marketing, computer science, and information technology.
Business Intelligence And Analytics Concepts Techniques And Applications
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Author : Samuel Brooks
language : en
Publisher: Murphy & Moore Publishing
Release Date : 2021-11-16
Business Intelligence And Analytics Concepts Techniques And Applications written by Samuel Brooks and has been published by Murphy & Moore Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-16 with Business & Economics categories.
Business intelligence and analytics refers to the set of techniques and strategies which are used by enterprises to convert raw data into meaningful information which drive profitable business actions. These techniques can give insights into historical, current and predictive views of business operations. Some common features of business intelligence technologies are analytics, reporting, benchmarking, data mining, business performance management, predictive analytics, complex event processing and prescriptive analytics. Technologies used in business intelligence are capable of handling both structured and unstructured data. While understanding the long-term perspectives of the topics, the book makes an effort in highlighting their impact as a modern tool for the growth of this discipline business intelligence. The topics included herein on business intelligence are of utmost significance and bound to provide incredible insights to readers. Those in search of information to further their knowledge will be greatly assisted by this book.
Business Analytics For Managers
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Author : Gert Laursen
language : en
Publisher: John Wiley & Sons
Release Date : 2010-07-13
Business Analytics For Managers written by Gert Laursen and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-07-13 with Business & Economics categories.
"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.
The Art And Science Of Business Intelligence Analysis
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Author : Benjamin Gilad
language : en
Publisher:
Release Date : 1996
The Art And Science Of Business Intelligence Analysis written by Benjamin Gilad and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Business intelligence categories.
Business Intelligence Techniques Using Microsoft Sql Server
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Author : Norton N.
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2016-11-06
Business Intelligence Techniques Using Microsoft Sql Server written by Norton N. and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-06 with categories.
A BI solution enables business leaders to use the right tools to proactively make informed decisions about their business. Sophisticated reporting and analytics allow information workers and leaders to look beyond the history of their business data. By examining the past and present, you can spot trends and patterns. You can use reliable business analytics to forecast future trends, to plan for improved business processes, and to make informed decisions.Once upon a time, businesses ran reports to keep track of simple things such as sales totals, invoices, inventory, and production runs. As an industry, we had reached a point where we were quite proficient at gathering and storing data. Most businesses had gigabytes or terabytes of data to report on. With the current set of Microsoft reporting and BI technologies (namely, SQL Server and SharePoint), you have some choices. These are discussed in appropriate detail in later chapters. Simply put, the data source for a report could be the relational database used to manage transactional data, a data mart, or a data warehouse stored in a relational database management system (such as SQL Server or Oracle). For better performance and fl exible analysis over a large volume of data, data can be stored in a semantic model. This can be either a multidimensional structure (often called a cube) or a tabular semantic model that performs aggregations and calculations in-memory.
Data Mining For Business Intelligence
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Author : Galit Shmueli
language : en
Publisher: Wiley-Interscience
Release Date : 2008-03-14
Data Mining For Business Intelligence written by Galit Shmueli and has been published by Wiley-Interscience this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-03-14 with Mathematics categories.
This set contains: 9780470084854 Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel(R) with XL Miner(TM) by Galit Shmueli, Nitin R. Patel, Peter C. Bruce and 9780470074718 Making Sense of Data by Glenn J. Myatt
Data Mining For Business Analytics
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Author : Galit Shmueli
language : en
Publisher: John Wiley & Sons
Release Date : 2016-05-11
Data Mining For Business Analytics written by Galit Shmueli and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-11 with Mathematics categories.
Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro® presents an applied and interactive approach to data mining. Featuring hands-on applications with JMP Pro®, a statistical package from the SAS Institute, the book uses engaging, real-world examples to build a theoretical and practical understanding of key data mining methods, especially predictive models for classification and prediction. Topics include data visualization, dimension reduction techniques, clustering, linear and logistic regression, classification and regression trees, discriminant analysis, naive Bayes, neural networks, uplift modeling, ensemble models, and time series forecasting. Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro® also includes: Detailed summaries that supply an outline of key topics at the beginning of each chapter End-of-chapter examples and exercises that allow readers to expand their comprehension of the presented material Data-rich case studies to illustrate various applications of data mining techniques A companion website with over two dozen data sets, exercises and case study solutions, and slides for instructors www.dataminingbook.com Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro® is an excellent textbook for advanced undergraduate and graduate-level courses on data mining, predictive analytics, and business analytics. The book is also a one-of-a-kind resource for data scientists, analysts, researchers, and practitioners working with analytics in the fields of management, finance, marketing, information technology, healthcare, education, and any other data-rich field.
Business Intelligence With Power Bi And Tableau Cloud Based Data Warehousing Predictive Analytics And Artificial Intelligence Driven Decision Support
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Author : Sibaram Prasad Panda
language : en
Publisher: Deep Science Publishing
Release Date : 2025-08-15
Business Intelligence With Power Bi And Tableau Cloud Based Data Warehousing Predictive Analytics And Artificial Intelligence Driven Decision Support written by Sibaram Prasad Panda and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-15 with Computers categories.
The Advanced Business Intelligence- Tools and Techniques for Data-Driven Decision Making provides a comprehensive discovery of the modern ecosystem for business intelligence, which detects the development from stable reports to dynamic, real -time analysis A dedicated comparison considers each tool on important dimensions, including matrix prices, integration skills, scalability and purpose, which allows informed decisions. The book concludes by detecting practical, sector -specific applications of BI, showing how industries to reveal insights into health services from finance, to increase efficiency and maintain a competitive management to industries. Whether for IT subjects, data analysts or business executives, this guide acts as a reference and a roadmap to navigate in diverse BI tools.
Competitive Intelligence For The Competitive Edge
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Author : Alan F. Dutka
language : en
Publisher: NTC/Contemporary Publishing Company
Release Date : 2000
Competitive Intelligence For The Competitive Edge written by Alan F. Dutka and has been published by NTC/Contemporary Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Business & Economics categories.
Competitive Intelligence for the Competitive Edge unlocks the secrets to competitive intelligence - the process of collecting, analyzing, and acting upon information about your competitors and the competitive environment. This book shows you how to improve the effectiveness of your marketing efforts by understanding what your competitors are really up to and then making that knowledge work to your (and your company's) advantage. Apply, Competitive Intelligence for the Competitive Edge offers professional marketers, researchers, and account managers a detailed introduction to the professional practice of competitive intelligence and provides numerous examples of competitive. Plus, author Alan Dutka gives insight into the most effective data-gathering, analysis, and storage techniques; research strategies; and the latest tools available to business professionals for competitive intelligence pursuits.