A User S Guide To Business Analytics

Author : Ayanendranath Basu,Srabashi Basu
Publisher : CRC Press
Page : 366 pages
File Size : 54,5 Mb
Release : 2016-08-19
Category : Business & Economics
ISBN : 9781315356495

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A User's Guide to Business Analytics by Ayanendranath Basu,Srabashi Basu Pdf

A User's Guide to Business Analytics provides a comprehensive discussion of statistical methods useful to the business analyst. Methods are developed from a fairly basic level to accommodate readers who have limited training in the theory of statistics. A substantial number of case studies and numerical illustrations using the R-software package are provided for the benefit of motivated beginners who want to get a head start in analytics as well as for experts on the job who will benefit by using this text as a reference book. The book is comprised of 12 chapters. The first chapter focuses on business analytics, along with its emergence and application, and sets up a context for the whole book. The next three chapters introduce R and provide a comprehensive discussion on descriptive analytics, including numerical data summarization and visual analytics. Chapters five through seven discuss set theory, definitions and counting rules, probability, random variables, and probability distributions, with a number of business scenario examples. These chapters lay down the foundation for predictive analytics and model building. Chapter eight deals with statistical inference and discusses the most common testing procedures. Chapters nine through twelve deal entirely with predictive analytics. The chapter on regression is quite extensive, dealing with model development and model complexity from a user’s perspective. A short chapter on tree-based methods puts forth the main application areas succinctly. The chapter on data mining is a good introduction to the most common machine learning algorithms. The last chapter highlights the role of different time series models in analytics. In all the chapters, the authors showcase a number of examples and case studies and provide guidelines to users in the analytics field.

Author : Ayanennath Basu,Srabashi Basu
Publisher : Unknown
Page : 384 pages
File Size : 43,9 Mb
Release : 2013
Category : Commercial statistics
ISBN : OCLC:1244076840

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A User's Guide to Business Analytics by Ayanennath Basu,Srabashi Basu Pdf

Author : Randy Bartlett
Publisher : McGraw Hill Professional
Page : 289 pages
File Size : 51,6 Mb
Release : 2013-01-25
Category : Business & Economics
ISBN : 9780071807609

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A Practitioner's Guide to Business Analytics (PB) by Randy Bartlett Pdf

Gain the competitive edge with the smart use of business analytics In today’s volatile business environment, the strategic use of business analytics is more important than ever. A Practitioners Guide to Business Analytics helps you get the organizational commitment you need to get business analytics up and running in your company. It provides solutions for meeting the strategic challenges of applying analytics, such as: Integrating analytics into decision making, corporate culture, and business strategy Leading and organizing analytics within the corporation Applying statistical qualifications, statistical diagnostics, and statistical review Providing effective building blocks to support analytics—statistical software, data collection, and data management Randy Bartlett, Ph.D., is Chief Statistical Officer of the consulting company Blue Sigma Analytics. He currently works with Infosys, where he has helped build their new Business Analytics practice.

Author : Iiba
Publisher : Unknown
Page : 172 pages
File Size : 54,7 Mb
Release : 2020-08-07
Category : Computers
ISBN : 1927584205

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Guide to Business Data Analytics by Iiba Pdf

The Guide to Business Data Analytics provides a foundational understanding of business data analytics concepts and includes how to develop a framework; key techniques and application; how to identify, communicate and integrate results; and more. This guide acts as a reference for the practice of business data analytics and is a companion resource for the Certification in Business Data Analytics (IIBA(R)- CBDA). Explore more information about the Certification in Business Data Analytics at IIBA.org/CBDA. About International Institute of Business Analysis International Institute of Business Analysis(TM) (IIBA(R)) is a professional association dedicated to supporting business analysis professionals deliver better business outcomes. IIBA connects almost 30,000 Members, over 100 Chapters, and more than 500 training, academic, and corporate partners around the world. As the global voice of the business analysis community, IIBA supports recognition of the profession, networking and community engagement, standards and resource development, and comprehensive certification programs. IIBA Publications IIBA publications offer a wide variety of knowledge and insights into the profession and practice of business analysis for the entire business community. Standards such as A Guide to the Business Analysis Body of Knowledge(R) (BABOK(R) Guide), the Agile Extension to the BABOK(R) Guide, and the Global Business Analysis Core Standard represent the most commonly accepted practices of business analysis around the globe. IIBA's reports, research, whitepapers, and studies provide guidance and best practices information to address the practice of business analysis beyond the global standards and explore new and evolving areas of practice to deliver better business outcomes. Learn more at iiba.org.

Author : Thomas H. Davenport,Babette E. Bensoussan,Craig S. Fleisher
Publisher : FT Press
Page : 1615 pages
File Size : 51,8 Mb
Release : 2012-10-14
Category : Business & Economics
ISBN : 9780133091250

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The Complete Guide to Business Analytics (Collection) by Thomas H. Davenport,Babette E. Bensoussan,Craig S. Fleisher Pdf

A brand new collection of business analytics insights and actionable techniques… 3 authoritative books, now in a convenient e-format, at a great price! 3 authoritative eBooks deliver comprehensive analytics knowledge and tools for optimizing every critical business decision! Use business analytics to drive maximum value from all your business data! This unique 3 eBook package will help you harness your information, discover hidden patterns, and successfully act on what you learn. In Enterprise Analytics, analytics pioneer Tom Davenport and the world-renowned experts at the International Institute for Analytics (IIA) bring together the latest techniques, best practices, and research on large-scale analytics strategy, technology, implementation, and management. Using real-world examples, they cover everything from building better analytics organizations to gathering data; implementing predictive analytics to linking analysis with organizational performance. You'll find specific insights for optimizing supply chains, online services, marketing, fraud detection, and many other business functions; plus chapter-length case studies from healthcare, retail, and financial services. Next, in the up-to-the-minute Analysis Without Paralysis, Second Edition, Babette E. Bensoussan and Craig S. Fleisher help you succeed with analysis without getting mired in advanced math or arcane theory. They walk you through the entire business analysis process, and guide you through using 12 core tools for making better decisions about strategy and operations -- including three powerful tools covered for the first time in this new Second Edition. Then, in Business and Competitive Analysis, Fleisher and Bensoussan help you apply 24 leading business analysis models to gain deep clarity about your business environment, answer tough questions, and make tough choices. They first walk you through defining problems, avoiding pitfalls, choosing tools, and communicating results. Next, they systematically address both “classic” techniques and the most promising new approaches from economics, finance, sociology, anthropology, and the intelligence and futurist communities. For the first time, one book covers Nine Forces, Competitive Positioning, Business Model, Supply Chain Analyses, Benchmarking, McKinsey 7S, Shadowing, Product Line, Win/Loss, Strategic Relationships, Corporate Reputation, Critical Success Factors, Driving Forces, Country Risk, Technology Forecasting, War Gaming, Event/Timeline, Indications, Warning Analyses, Competitor Cash Flow, ACH, Linchpin Analyses, and more. Whether you're an executive, strategist, analyst, marketer, or operations professional, this eBook collection will help you make more effective, data-driven, profitable decisions! From world-renowned analytics and competitive/business intelligence experts Thomas H. Davenport, Babette E. Bensoussan, and Craig S. Fleisher

Author : Shailendra Kadre,Venkat Reddy Konasani
Publisher : Apress
Page : 565 pages
File Size : 51,6 Mb
Release : 2015-02-07
Category : Computers
ISBN : 9781484200438

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Practical Business Analytics Using SAS by Shailendra Kadre,Venkat Reddy Konasani Pdf

Practical Business Analytics Using SAS: A Hands-on Guide shows SAS users and businesspeople how to analyze data effectively in real-life business scenarios. The book begins with an introduction to analytics, analytical tools, and SAS programming. The authors—both SAS, statistics, analytics, and big data experts—first show how SAS is used in business, and then how to get started programming in SAS by importing data and learning how to manipulate it. Besides illustrating SAS basic functions, you will see how each function can be used to get the information you need to improve business performance. Each chapter offers hands-on exercises drawn from real business situations. The book then provides an overview of statistics, as well as instruction on exploring data, preparing it for analysis, and testing hypotheses. You will learn how to use SAS to perform analytics and model using both basic and advanced techniques like multiple regression, logistic regression, and time series analysis, among other topics. The book concludes with a chapter on analyzing big data. Illustrations from banking and other industries make the principles and methods come to life. Readers will find just enough theory to understand the practical examples and case studies, which cover all industries. Written for a corporate IT and programming audience that wants to upgrade skills or enter the analytics field, this book includes: More than 200 examples and exercises, including code and datasets for practice. Relevant examples for all industries. Case studies that show how to use SAS analytics to identify opportunities, solve complicated problems, and chart a course. Practical Business Analytics Using SAS: A Hands-on Guide gives you the tools you need to gain insight into the data at your fingertips, predict business conditions for better planning, and make excellent decisions. Whether you are in retail, finance, healthcare, manufacturing, government, or any other industry, this book will help your organization increase revenue, drive down costs, improve marketing, and satisfy customers better than ever before.

Author : Jean-Paul Isson,Jesse Harriott
Publisher : John Wiley & Sons
Page : 416 pages
File Size : 46,5 Mb
Release : 2012-09-25
Category : Business & Economics
ISBN : 9781118417089

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Win with Advanced Business Analytics by Jean-Paul Isson,Jesse Harriott Pdf

Plain English guidance for strategic business analytics and big data implementation In today's challenging economy, business analytics and big data have become more and more ubiquitous. While some businesses don't even know where to start, others are struggling to move from beyond basic reporting. In some instances management and executives do not see the value of analytics or have a clear understanding of business analytics vision mandate and benefits. Win with Advanced Analytics focuses on integrating multiple types of intelligence, such as web analytics, customer feedback, competitive intelligence, customer behavior, and industry intelligence into your business practice. Provides the essential concept and framework to implement business analytics Written clearly for a nontechnical audience Filled with case studies across a variety of industries Uniquely focuses on integrating multiple types of big data intelligence into your business Companies now operate on a global scale and are inundated with a large volume of data from multiple locations and sources: B2B data, B2C data, traffic data, transactional data, third party vendor data, macroeconomic data, etc. Packed with case studies from multiple countries across a variety of industries, Win with Advanced Analytics provides a comprehensive framework and applications of how to leverage business analytics/big data to outpace the competition.

Author : Adam Fleischhacker
Publisher : Unknown
Page : 298 pages
File Size : 44,6 Mb
Release : 2020-07-20
Category : Electronic
ISBN : 9798667128175

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A Business Analyst's Introduction to Business Analytics by Adam Fleischhacker Pdf

This up-to-date business analytics textbook (published in July 2020) will get you harnessing the power of the R programming language to: manipulate and model data, discover and communicate insight, to visually communicate that insight, and successfully advocate for change within an organization. Book Description A frequent teaching-award winning professor with an analytics-industry background shares his hands-on guide to learning business analytics. It is the first textbook addressing a complete and modern business analytics workflow that includes data manipulation, data visualization, modelling business problems with graphical models, translating graphical models into code, and presenting insights back to stakeholders. Book Highlights Content that is accessible to anyone, even most analytics beginners. If you have taken a stats course, you are good to go. Assumes no knowledge of the R programming language. Provides introduction to R, RStudio, and the Tidyverse. Provides a solid foundation and an implementable workflow for anyone wading into the Bayesian inference waters. Provides a complete workflow within the R-ecosystem; there is no need to learn several programming languages or work through clunky interfaces between software tools. First book introducing two powerful R-packages - `causact` for visual modelling of business problems and `greta` which is an R interface to `TensorFlow` used for Bayesian inference. Uses the intuitive coding practices of the `tidyverse` including using `dplyr` for data manipulation and `ggplot2` for data visualization. Datasets that are freely and easily accessible. Code for generating all results and almost every visualization used in the textbook. Do not learn statistical computation or fancy math in a vacuum, learn it through this guide within the context of solving business problems.

Author : Anonim
Publisher : Project Management Institute
Page : 509 pages
File Size : 45,8 Mb
Release : 2017-12-22
Category : Business & Economics
ISBN : 9781628254730

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The PMI Guide to Business Analysis by Anonim Pdf

The Standard for Business Analysis – First Edition is a new PMI foundational standard, developed as a basis for business analysis for portfolio, program, and project management. This standard illustrates how project management processes and business analysis processes are complementary activities, where the primary focus of project management processes is the project and the primary focus of business analysis processes is the product. This is a process-based standard, aligned with A Guide to the Project Management Body of Knowledge (PMBOK® Guide) – Sixth Edition, and to be used as a standard framework contributing to the business analysis body of knowledge.

Author : Olivia Parr-Rud
Publisher : SAS Institute
Page : 182 pages
File Size : 55,6 Mb
Release : 2014-10
Category : Computers
ISBN : 9781629593272

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Business Analytics Using SAS Enterprise Guide and SAS Enterprise Miner by Olivia Parr-Rud Pdf

This tutorial for data analysts new to SAS Enterprise Guide and SAS Enterprise Miner provides valuable experience using powerful statistical software to complete the kinds of business analytics common to most industries. This beginnner's guide with clear, illustrated, step-by-step instructions will lead you through examples based on business case studies. You will formulate the business objective, manage the data, and perform analyses that you can use to optimize marketing, risk, and customer relationship management, as well as business processes and human resources. Topics include descriptive analysis, predictive modeling and analytics, customer segmentation, market analysis, share-of-wallet analysis, penetration analysis, and business intelligence. --

Author : Wouter Verbeke,Bart Baesens,Cristian Bravo
Publisher : John Wiley & Sons
Page : 420 pages
File Size : 49,9 Mb
Release : 2017-10-09
Category : Business & Economics
ISBN : 9781119286554

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Profit Driven Business Analytics by Wouter Verbeke,Bart Baesens,Cristian Bravo Pdf

Maximize profit and optimize decisions with advanced business analytics Profit-Driven Business Analytics provides actionable guidance on optimizing the use of data to add value and drive better business. Combining theoretical and technical insights into daily operations and long-term strategy, this book acts as a development manual for practitioners seeking to conceive, develop, and manage advanced analytical models. Detailed discussion delves into the wide range of analytical approaches and modeling techniques that can help maximize business payoff, and the author team draws upon their recent research to share deep insight about optimal strategy. Real-life case studies and examples illustrate these techniques at work, and provide clear guidance for implementation in your own organization. From step-by-step instruction on data handling, to analytical fine-tuning, to evaluating results, this guide provides invaluable guidance for practitioners seeking to reap the advantages of true business analytics. Despite widespread discussion surrounding the value of data in decision making, few businesses have adopted advanced analytic techniques in any meaningful way. This book shows you how to delve deeper into the data and discover what it can do for your business. Reinforce basic analytics to maximize profits Adopt the tools and techniques of successful integration Implement more advanced analytics with a value-centric approach Fine-tune analytical information to optimize business decisions Both data stored and streamed has been increasing at an exponential rate, and failing to use it to the fullest advantage equates to leaving money on the table. From bolstering current efforts to implementing a full-scale analytics initiative, the vast majority of businesses will see greater profit by applying advanced methods. Profit-Driven Business Analytics provides a practical guidebook and reference for adopting real business analytics techniques.

Author : Marc J. Schniederjans,Dara G. Schniederjans,Christopher M. Starkey
Publisher : Pearson Education
Page : 353 pages
File Size : 52,7 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.

Author : Lane Bailey
Publisher : Unknown
Page : 69 pages
File Size : 54,8 Mb
Release : 2017-06-11
Category : Business analysts
ISBN : 152045029X

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Requirements Gathering for the New Business Analyst by Lane Bailey Pdf

BOOK DESCRIPTIONHave you recently taken on the role of Business Analyst, but have no clue where to start? Were you thrown into a project and given very little direction? How stressful! The entire project team is depending on you to deliver a critical requirements document that is the foundation for the entire project. But the problem is, you have no little to no training, very little direction, and and a very clear time-line of ASAP. What do you do? I've been in this situation, and it is no fun. In the early years of my career when I was a Business Analyst, I had to fumble my way through many projects to learn the tools that I needed to be an effective BA. And then as a manager, I saw many new employees struggle because they weren't properly equipped for the role. But I didn't have the time or budget to send any of them to training. That's when I developed a simple three step process that I taught every new Business Analyst that joined my team. This process allowed me to train all new Business Analysts in ONE DAY, and get them effectively gathering requirements IMMEDIATELY. The feedback that I received was astounding. The employees were more confident in their role, and the stakeholders were very impressed at the skill of the new Business Analysts. But most importantly, they were able to produce and be effective right away. You don't have to struggle any longer. This book will give you the tools and techniques you need to go from Newbie to Pro in one day. You will Learn * The role of the Business Analyst on a project * Systems Analysis and Design techniques * Requirements gathering techniques * Requirements Analysis techniques * How to develop use cases * How to develop a Business Requirements DocumentAs a result: * You will have more confidence in your skills * You will gain credibility with the project team because you will be equipped with the knowledge you need to be an effective team member * You will be able to easily identify who you need to work with to gather requirements * You will be able to deliver a set of requirements that exceeds the expectations of every member of the project teamjf;lsf;lsdjThis book will pay for itself by giving you the confidence needed to take on any software project immediately. What can I say? You NEED this book!Let's get started! Buy Requirements Gathering for the New Business Analyst today to get started on your project now!

Author : International Institute of Business Analysis,IIBA
Publisher : IIBA
Page : 273 pages
File Size : 44,5 Mb
Release : 2009
Category : Business & Economics
ISBN : 9780981129211

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A Guide to the Business Analysis Body of Knowledger by International Institute of Business Analysis,IIBA Pdf

The BABOK Guide contains a description of generally accepted practices in the field of business analysis. Recognised around the world as a key tool for the practice of business analysis and has become a widely-accepted standard for the profession.

Author : Helen Winter
Publisher : Kogan Page Publishers
Page : 283 pages
File Size : 43,5 Mb
Release : 2019-09-03
Category : Business & Economics
ISBN : 9780749497057

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The Business Analysis Handbook by Helen Winter Pdf

FINALIST: Business Book Awards 2020 - Specialist Book Category FINALIST: PMI UK National Project Awards 2019 - Project Management Literature Category The business analyst role can cover a wide range of responsibilities, including the elicitation and documenting of business requirements, upfront strategic work, design and implementation phases. Typical difficulties faced by analysts include stakeholders who disagree or don't know their requirements, handling estimates and project deadlines that conflict, and what to do if all the requirements are top priority. The Business Analysis Handbook offers practical solutions to these and other common problems which arise when uncovering requirements or conducting business analysis. Getting requirements right is difficult; this book offers guidance on delivering the right project results, avoiding extra cost and work, and increasing the benefits to the organization. The Business Analysis Handbook provides an understanding of the analyst role and the soft skills required, and outlines industry standard tools and techniques with guidelines on their use to suit the most appropriate situations. Covering numerous techniques such as Business Process Model and Notation (BPMN), use cases and user stories, this essential guide also includes standard templates to save time and ensure nothing important is missed.