- Table View
- List View
Built-in Fault-Tolerant Computing Paradigm for Resilient Large-Scale Chip Design: A Self-Test, Self-Diagnosis, and Self-Repair-Based Approach
by Xiaowei Li Cheng Liu Guihai YanWith the end of Dennard scaling and Moore’s law, IC chips, especially large-scale ones, now face more reliability challenges, and reliability has become one of the mainstay merits of VLSI designs. In this context, this book presents a built-in on-chip fault-tolerant computing paradigm that seeks to combine fault detection, fault diagnosis, and error recovery in large-scale VLSI design in a unified manner so as to minimize resource overhead and performance penalties. Following this computing paradigm, we propose a holistic solution based on three key components: self-test, self-diagnosis and self-repair, or “3S” for short. We then explore the use of 3S for general IC designs, general-purpose processors, network-on-chip (NoC) and deep learning accelerators, and present prototypes to demonstrate how 3S responds to in-field silicon degradation and recovery under various runtime faults caused by aging, process variations, or radical particles. Moreover, we demonstrate that 3S not only offers a powerful backbone for various on-chip fault-tolerant designs and implementations, but also has farther-reaching implications such as maintaining graceful performance degradation, mitigating the impact of verification blind spots, and improving chip yield. This book is the outcome of extensive fault-tolerant computing research pursued at the State Key Lab of Processors, Institute of Computing Technology, Chinese Academy of Sciences over the past decade. The proposed built-in on-chip fault-tolerant computing paradigm has been verified in a broad range of scenarios, from small processors in satellite computers to large processors in HPCs. Hopefully, it will provide an alternative yet effective solution to the growing reliability challenges for large-scale VLSI designs.
Bullies and the Beast (Freestylers: Data Beast #1)
by Andrew Fusek PetersA short thriller that's high on suspense! This is a perfect page turner if you want to finish a story in one sitting, especially for reluctant and struggling readers. Cool, edgy computer hackers, Kiran and Roz are teens who set out to fight crime and injustice with the help of a shape-shifting data beast they've created.In Bully and the Beast, Kiran and Roz first encounter the data beast as it emerges from their computer. Initially terrified of it, they become friends with the beast and see it become more than a match for the bullies that are terrorising their school.Reading level for this book:-ATOS: 2.7Lexile ® Measure: 360LBook Band: White
Bully: An Action Plan for Teachers, Parents, and Communities to Combat the Bullying Crisis
by Lee Hirsch Cynthia LowenA companion book to the acclaimed documentary film that inspired a national conversation, BULLY is packed with information and resources for teachers, parents, and anyone who cares about the more than 13 million children who will be bullied in the United States this year. From commentary about life after BULLY by the filmmakers and the families in the film, to the story of how Katy ButlerOCOs petition campaign helped defeat the MPAAOCOs OC ROCO rating, BULLY takes the story of the film beyond the closing credits. Celebrity contributions combine with essays from experts, authors, government officials, and educators to offer powerful insights and concrete steps to take, making the book an essential part of an action plan to combat the bullying epidemic in America.
Bunker 10
by Jan-Andrew HendersonAt eight o'clock in the evening, 24 December 2007, Pinewood Military Installation exploded. The blast ripped apart acres of forest and devastated the remote highland valley where the base was located. No official cause was given for the incident. Inside Pinewood were 185 male and female personnel--a mixture of scientists and soldiers. There were also seven teenagers. This is the story of their last day . . . Bunker 10 is a high-octane thriller perfect for fans of video games, science fiction, and television shows like 24.
Burdens of Proof
by Jean-François BlanchetteThe gradual disappearance of paper and its familiar evidential qualities affects almost every dimension of contemporary life. From health records to ballots, almost all documents are now digitized at some point of their life cycle, easily copied, altered, and distributed. In Burdens of Proof, Jean-François Blanchette examines the challenge of defining a new evidentiary framework for electronic documents, focusing on the design of a digital equivalent to handwritten signatures. From the blackboards of mathematicians to the halls of legislative assemblies, Blanchette traces the path of such an equivalent: digital signatures based on the mathematics of public-key cryptography. In the mid-1990s, cryptographic signatures formed the centerpiece of a worldwide wave of legal reform and of an ambitious cryptographic research agenda that sought to build privacy, anonymity, and accountability into the very infrastructure of the Internet. Yet markets for cryptographic products collapsed in the aftermath of the dot-com boom and bust along with cryptography's social projects. Blanchette describes the trials of French bureaucracies as they wrestled with the application of electronic signatures to real estate contracts, birth certificates, and land titles, and tracks the convoluted paths through which electronic documents acquire moral authority. These paths suggest that the material world need not merely succumb to the virtual but, rather, can usefully inspire it. Indeed, Blanchette argues, in renewing their engagement with the material world, cryptographers might also find the key to broader acceptance of their design goals.
Burdens of Proof: Cryptographic Culture and Evidence Law in the Age of Electronic Documents
by Jean-Francois BlanchetteAn examination of the challenges of establishing the authenticity of electronic documents—in particular the design of a cryptographic equivalent to handwritten signatures.The gradual disappearance of paper and its familiar evidential qualities affects almost every dimension of contemporary life. From health records to ballots, almost all documents are now digitized at some point of their life cycle, easily copied, altered, and distributed. In Burdens of Proof, Jean-François Blanchette examines the challenge of defining a new evidentiary framework for electronic documents, focusing on the design of a digital equivalent to handwritten signatures.From the blackboards of mathematicians to the halls of legislative assemblies, Blanchette traces the path of such an equivalent: digital signatures based on the mathematics of public-key cryptography. In the mid-1990s, cryptographic signatures formed the centerpiece of a worldwide wave of legal reform and of an ambitious cryptographic research agenda that sought to build privacy, anonymity, and accountability into the very infrastructure of the Internet. Yet markets for cryptographic products collapsed in the aftermath of the dot-com boom and bust along with cryptography's social projects.Blanchette describes the trials of French bureaucracies as they wrestled with the application of electronic signatures to real estate contracts, birth certificates, and land titles, and tracks the convoluted paths through which electronic documents acquire moral authority. These paths suggest that the material world need not merely succumb to the virtual but, rather, can usefully inspire it. Indeed, Blanchette argues, in renewing their engagement with the material world, cryptographers might also find the key to broader acceptance of their design goals.
Burn Book
by Kara SwisherFrom award-winning journalist Kara Swisher comes a witty, scathing, but fair accounting of the tech industry and its founders who wanted to change the world but broke it instead.While tech titans bragged they would 'move fast and break things', Kara Swisher was moving faster and breaking news. Covering the explosion of the digital sector in the early 1990s, she developed a long track record of digging up and reporting the truth of this new world order. Her consistent scoops drove one CEO to accuse her of "listening in the heating ducts" and for Facebook's Sheryl Sandberg to once say: 'It is a constant joke in the Valley when people write memos for them to say, "I hope Kara never sees this."'Burn Book is part memoir, part history and, most of all, a necessary recounting of tech's most powerful players. This is the inside story we've all been waiting for of modern Silicon Valley and the biggest boom in wealth creation in the history of the world.While still in college, Swisher got her start at The Washington Post, where she became one of the few people in journalism interested in the emerging field of tech. She was among the first to recognize the potential of the internet, accurately predicting that 'everything that could be digitized, would be digitized.' She went on to work for The Wall Story Journal, joining with Walt Mossberg to start the groundbreaking AllThingsD conference, as well as pioneering online tech sites.It's only a slight exaggeration to say Swisher has interviewed everyone. Steve Jobs, Jeff Bezos, Elon Musk, Bill Gates, Bob Iger, Larry Page and Sergey Brin, Meg Whitman, Peter Thiel, and Mark Zuckerberg are just a few who Swisher made sweat-figuratively and, in one famous case, literally.Despite the damage she chronicles, Swisher remains optimistic about tech's potential to help solve problems and not just create them. She calls upon the industry to make better, more thoughtful choices, even as a new set of powerful AI tools are poised to change the world yet again. At its heart, this book is a love story to, for, and about tech from someone who knows it better than anyone.Burn Book includes soaring tales of innovation and brilliant entrepreneurs, as well as Silicon Valley's much more complex history of striving, success, and failure. The book details how the commercial internet came into being and how, for all it has given the world, it now sits at the center of global power, creating a clear and present danger to humanity.
Burn Book
by Kara SwisherFrom award-winning journalist Kara Swisher comes a witty, scathing, but fair accounting of the tech industry and its founders who wanted to change the world but broke it instead.While tech titans bragged they would 'move fast and break things', Kara Swisher was moving faster and breaking news. Covering the explosion of the digital sector in the early 1990s, she developed a long track record of digging up and reporting the truth of this new world order. Her consistent scoops drove one CEO to accuse her of "listening in the heating ducts" and for Facebook's Sheryl Sandberg to once say: 'It is a constant joke in the Valley when people write memos for them to say, "I hope Kara never sees this."'Burn Book is part memoir, part history and, most of all, a necessary recounting of tech's most powerful players. This is the inside story we've all been waiting for of modern Silicon Valley and the biggest boom in wealth creation in the history of the world.While still in college, Swisher got her start at The Washington Post, where she became one of the few people in journalism interested in the emerging field of tech. She was among the first to recognize the potential of the internet, accurately predicting that 'everything that could be digitized, would be digitized.' She went on to work for The Wall Story Journal, joining with Walt Mossberg to start the groundbreaking AllThingsD conference, as well as pioneering online tech sites.It's only a slight exaggeration to say Swisher has interviewed everyone. Steve Jobs, Jeff Bezos, Elon Musk, Bill Gates, Bob Iger, Larry Page and Sergey Brin, Meg Whitman, Peter Thiel, and Mark Zuckerberg are just a few who Swisher made sweat-figuratively and, in one famous case, literally.Despite the damage she chronicles, Swisher remains optimistic about tech's potential to help solve problems and not just create them. She calls upon the industry to make better, more thoughtful choices, even as a new set of powerful AI tools are poised to change the world yet again. At its heart, this book is a love story to, for, and about tech from someone who knows it better than anyone.Burn Book includes soaring tales of innovation and brilliant entrepreneurs, as well as Silicon Valley's much more complex history of striving, success, and failure. The book details how the commercial internet came into being and how, for all it has given the world, it now sits at the center of global power, creating a clear and present danger to humanity.
Burn Book: A Tech Love Story
by Kara SwisherNow including a new afterword! An instant New York Times bestseller from award-winning journalist Kara Swisher, Burn Book is a &“highly readable…bawdy, brash, and compulsively thought-provoking&” (Booklist, starred review) account of the tech industry and its founders who wanted to change the world but broke it instead.Part memoir, part history, Burn Book is a necessary chronicle of tech&’s most powerful players. From &“the queen of all media&” (Walt Mossberg, The Wall Street Journal), this is the inside story we&’ve all been waiting for about modern Silicon Valley and the biggest boom in wealth creation in the history of the world. When tech titans crowed that they would &“move fast and break things,&” Kara Swisher was moving faster and breaking news. While covering the explosion of the digital sector in the early 1990s, she developed a long track record of digging up and reporting the facts about this new world order. Her consistent scoops drove one CEO to accuse her of &“listening in the heating ducts&” and prompted Facebook&’s Sheryl Sandberg to once observe: &“It is a constant joke in the Valley when people write memos for them to say, &‘I hope Kara never sees this.&’&” While still in college, Swisher got her start at The Washington Post, where she became one of the few people in journalism interested in covering the nascent internet. She went on to work for The Wall Street Journal, joining with Walt Mossberg to start the groundbreaking D: All Things Digital conference, as well as pioneering tech news sites. Swisher has interviewed everyone who matters in tech over three decades, right when they presided over an explosion of world-changing innovations that has both helped and hurt our world. Steve Jobs, Jeff Bezos, Elon Musk, Bill Gates, Sheryl Sandberg, Bob Iger, Larry Page and Sergey Brin, Meg Whitman, Peter Thiel, Sam Altman, and Mark Zuckerberg are just a few of whom Swisher made sweat—figuratively and, in Zuckerberg&’s case, literally. Despite the damage she chronicles, Swisher remains optimistic about tech&’s potential to help solve problems and not just create them. She calls upon the industry to make better, more thoughtful choices, even as a new set of powerful AI tools are poised to change the world yet again. At its heart, this book is a love story to, for, and about tech from someone who knows it better than anyone.
Burn Rate: How I Survived the Gold Rush Years on the Internet
by Michael WolffFrom the author of the #1 New York Times bestseller Fire and Fury and Siege: Trump Under Fire—Michael Wolff's wickedly funny chronicle of his rags-to-riches-to-rags adventure as a fledgling Internet entrepreneur exposes an industry powered by hype, celebrity, and billions of investment dollars, and notably devoid of profit-making enterprises.As he describes his efforts to control his company's burn rate—the amount of money the company consumes in excess of its income—Wolff offers a no-holds-barred portrait of unaccountable successes and major disasters, including the story behind Wired magazine and its fanatical founder, Louis Rossetto; the rise of America Online, perhaps the most dysfunctional successful company in history, and the humiliating inability of people such as Bill Gates to untangle the intricacies of the Web.
Burned: How Business Owners Can Overcome Burnout and Fuel Success
by Julie BeeA step-by-step, practical guide for business owners to overcome, prevent, and leverage burnout in ways that fuel their growth and success. Burnout is an epidemic in the business owner community, and the guidance to overcome it by taking a vacation, getting more exercise, and incorporating meditation into their days isn&’t the advice they need. During more than 15 years as a business owner and leader, Julie Bee has experienced firsthand this unique struggle—one that often requires that they continue working while overcoming their burnout. With this comprehensive guide, Bee helps readers: Understand the three types and two cycles of burnout, and learn how to identify signs of each in yourself Make space for addressing burnout, especially when taking a break isn&’t an option Fix any problems your burnout causes in your business and/or personal life Recover from burnout and prevent it from recurring Leverage breakthroughs uncovered in the process of dealing with burnout Ready to transform your struggle into success? Burned is an empowering and actionable playbook for burned-out business owners from a business owner who has been there.
Burp Suite Cookbook: Practical recipes to help you master web penetration testing with Burp Suite
by Sunny WearGet hands-on experience in using Burp Suite to execute attacks and perform web assessmentsKey FeaturesExplore the tools in Burp Suite to meet your web infrastructure security demandsConfigure Burp to fine-tune the suite of tools specific to the targetUse Burp extensions to assist with different technologies commonly found in application stacksBook DescriptionBurp Suite is a Java-based platform for testing the security of your web applications, and has been adopted widely by professional enterprise testers.The Burp Suite Cookbook contains recipes to tackle challenges in determining and exploring vulnerabilities in web applications. You will learn how to uncover security flaws with various test cases for complex environments. After you have configured Burp for your environment, you will use Burp tools such as Spider, Scanner, Intruder, Repeater, and Decoder, among others, to resolve specific problems faced by pentesters. You will also explore working with various modes of Burp and then perform operations on the web. Toward the end, you will cover recipes that target specific test scenarios and resolve them using best practices.By the end of the book, you will be up and running with deploying Burp for securing web applications.What you will learnConfigure Burp Suite for your web applicationsPerform authentication, authorization, business logic, and data validation testingExplore session management and client-side testingUnderstand unrestricted file uploads and server-side request forgeryExecute XML external entity attacks with BurpPerform remote code execution with BurpWho this book is forIf you are a security professional, web pentester, or software developer who wants to adopt Burp Suite for applications security, this book is for you.
Burp Suite Essentials
by Akash MahajanIf you are interested in learning how to test web applications and the web part of mobile applications using Burp, then this is the book for you. It is specifically designed to meet your needs if you have basic experience in using Burp and are now aiming to become a professional Burp user.
Bursting at the Seams
by Nancy Zhang Chloe TaylorZoey's aunt is throwing a surprise wedding, and wants Zoey to make her dress! Can Zoey keep it a secret until the big day? Includes "Sew Zoey" blog posts and fashion illustrations.In the tenth book in the Sew Zoey series, Zoey's aunt lets Zoey in on a very big secret: She and her fiancé are throwing a surprise wedding! She asks Zoey to make the wedding dress and be a junior bridesmaid. Zoey is so excited about the wedding she could burst--but can't say a word to anyone except her dad and Marcus. At school, Zoey has some new sewing competition: A boy in her new Home Economics unit is sewing circles around her, and is a strong competitor for a class sewing contest. For the sake of the wedding, can Zoey let go of her desire to win the competition?
Bursting the Big Data Bubble: The Case for Intuition-Based Decision Making
by Jay LiebowitzAs we get caught up in the quagmire of big data and analytics, it is important to be able to reflect and apply insights, experience, and intuition as part of the decision-making process. This book focuses on this intuition-based decision making. The first part of the book presents contributions from leading researchers worldwide on the topic of intuition-based decision making as applied to management. In the second part, executives and senior managers in industry, government, universities, and not-for-profits present vignettes that illustrate how they have used intuition in making key decisions.
Bursty Human Dynamics (SpringerBriefs in Complexity)
by Márton Karsai Hang-Hyun Jo Kimmo KaskiThis book provides a comprehensive overview on emergent bursty patterns in the dynamics of human behaviour. It presents common and alternative understanding of the investigated phenomena, and points out open questions worthy of further investigations. The book is structured as follows. In the introduction the authors discuss the motivation of the field, describe bursty phenomena in case of human behaviour, and relate it to other disciplines. The second chapter addresses the measures commonly used to characterise heterogeneous signals, bursty human dynamics, temporal paths, and correlated behaviour. These definitions are first introduced to set the basis for the discussion of the third chapter about the observations of bursty human patterns in the dynamics of individuals, dyadic interactions, and collective behaviour. The subsequent fourth chapter discusses the models of bursty human dynamics. Various mechanisms have been proposed about the source of the heterogeneities in human dynamics, which leads to the introduction of conceptually different modelling approaches. The authors address all of these perspectives objectively, highlight their strengths and shortcomings, and mention possible extensions to them. The fifth chapter addresses the effect of individual heterogeneous behaviour on collective dynamics. This question in particular has been investigated in various systems including spreading phenomena, random walks, and opinion formation dynamics. Here the main issues are whether burstiness speeds up or slows down the co-evolving processes, and how burstiness modifies time-dependent paths in the system that determine the spreading patterns of any kind of information or influence. Finally in the sixth chapter the authors end the review with a discussion and future perspectives. It is an ideal book for researchers and students who wish to enter the field of bursty human dynamics or want to expand their knowledge on such phenomena.
Business 101 for the Data Professional: What You Need to Know to Succeed in Business
by Jordan MorrowThis new book from bestselling author Jordan Morrow empowers data professionals to work and operate more effectively in an organizational setting, equipping them with key business knowledge and skills.It is vital for data professionals to understand the business needs and outcomes of the organizations they work for and collaborate effectively with non-technical colleagues. Business 101 for the Data Professional is the definitive guide for data professionals looking to upskill their organizational effectiveness and enhance their career prospects. From business strategy to different business areas such as product, marketing, sales and operations to data monetization and value, the book explains how these contribute to the business, and, crucially, the role that data plays in supporting them. Business 101 for the Data Professional explores how to navigate key challenges and pitfalls of data in business, such as bias, misuse of data and the balancing of data and technical debt. It shows how to build networking, influencing and relationship building skills and outlines the key principles of strong communication and data storytelling, explaining how these can be used to engage effectively with internal and external stakeholders such as clients. It is supported by examples, summaries of key learnings, and exercises at the end of each chapter to help readers detail their progress and map out their goals.
Business Analysis Done Right: Lessons Learned and Pitfalls Avoided
by Karolina ZmitrowiczThis book presents observations, experiences, and practices that work or don't work in different areas of business analysis – combining the lessons learned with how to avoid potential pitfalls. Four areas were identified that constitute the greatest project challenges and the most frequently occurring problems in the work of a business analyst: strategic analysis, business analysis process planning, requirements engineering, and solution implementation. These areas hence build the main chapters of this book. Each of them begins with a brief introduction explaining the essence of the respective area and presenting the most important information. They are further divided into sections describing specific topics, where tips and recommendations are presented. Most sections begin with a guiding thought - a quote provided by an expert or a short hint based on the author’s 20 years of experience. At the end of each chapter, case studies and/or checklists are provided facilitating the planning and implementation of business analysis practice in a project. This book provides readers with suggestions, ideas, and conclusions regarding selected aspects of business analysis - in particular, discussing challenges and recommendations regarding the application of specific methods, practices in specific usage contexts. It will be most beneficial to professionals who already have a basic understanding of the fundamentals of business analysis and will be able to relate theoretical knowledge to practical examples of project applications. Readers who are just entering the field of business analysis will also benefit by gaining insights how to avoid basic mistakes or risks.
Business Analysis for Business Intelligence
by Bert BrijsAligning business intelligence (BI) infrastructure with strategy processes not only improves your organization's ability to respond to change, but also adds significant value to your BI infrastructure and development investments. Until now, there has been a need for a comprehensive book on business analysis for BI that starts with a macro view and
Business Analysis with QuickBooks
by Conrad CarlbergManage your business and make sound decisions with the help of QuickBooksQuickbooks is a user-friendly accounting software program that can analyze data to help you make smart decisions for a small- or medium-sized business. However, few books explain how to maximize the features of QuickBooks reports for management purposes-until now. Author Conrad Carlberg guides you through the most beneficial ways to use and adapt QuickBooks reports by taking the summary data and placing it into a context that helps manage a business.By avoiding aiming the coverage to a specific version of QuickBooks, this book is a timeless resource that clearly explains how to bring financial data together in order to help make wise business decisions.Use the popular accounting software program QuickBooks to help you make wise business management decisionsIdentify specific weak points in a business and learn how to turn them aroundQuantify working capital and manage inventory valuation properlyLearn how to understand what QuickBook reports say about the state of your business now and for the futureQuickly get started converting QuickBooks accounting data into results that help you make informed business decisions and manage your business.
Business Analysis, Requirements, and Project Management: A Guide for Computing Students
by Karl CoxIT projects emerge from a business need. In practice, software developers must accomplish two big things before an IT project can begin: find out what you need to do (i.e., analyse business requirements) and plan out how to do it (i.e., project management). The biggest problem in IT projects is delivering the wrong product because IT people do not understand what business people require. This practical textbook teaches computer science students how to manage and deliver IT projects by linking business and IT requirements with project management in an incremental and straightforward approach. Business Analysis, Requirements, and Project Management: A Guide for Computing Students presents an approach to analysis management that scales the business perspective. It takes a business process view of a business proposal as a model and explains how to structure a technical problem into a recognisable pattern with problem frames. It shows how to identify core transactions and model them as use cases to create a requirements table useful to designers and coders. Linked to the analysis are three management tools: the product breakdown structure (PBS), the Gantt chart, and the Kanban board. The PBS is derived in part from the problem frame. The Gantt chart emerges from the PBS and ensures the key requirements are addressed by reference to use cases. The Kanban board is especially useful in Task Driven Development, which the text covers. This textbook consists of two interleaving parts and features a single case study. Part one addresses the business and requirements perspective. The second integrates core project management approaches and explains how both requirements and management are connected. The remainder of the book is appendices, the first of which provides solutions to the exercises presented in each chapter. The second appendix puts together much of the documentation for the case study into one place. The case study presents a real-word business scenario to expose students to professional practice.
Business Analytical Capabilities and Artificial Intelligence-Enabled Analytics: Applications and Challenges in the Digital Era, Volume 1 (Studies in Computational Intelligence #1151)
by Abdalmuttaleb M. A. Musleh Al-Sartawi Arafat Salih Aydiner Mohammad KananThis book explores and discusses how businesses transit from big data and business analytics to artificial intelligence (AI), by examining advanced technologies and embracing challenges such as ethical issues, governance, security, privacy, and interoperability of capabilities. This book covers a range of topics including the application of cyber accounting and strategic objectives, financial inclusion, big data analytics in telecommunication sector, digital marketing strategies and sports brand loyalty, robotic processes automation in banks, and the applications of AI for decision-making in human resources, healthcare, banking, and many more. The book provides a comprehensive reference for scholars, students, managers, entrepreneurs, and policymakers by examining frameworks and business practice implications through its discussions which embrace a wide variety of unique topics on business analytics, AI, and how it can be applied together to address the challenges of the digital era.
Business Analytical Capabilities and Artificial Intelligence-enabled Analytics: Applications and Challenges in the Digital Era, Volume 2 (Studies in Computational Intelligence #1152)
by Abdalmuttaleb M. A. Musleh Al-Sartawi Arafat Salih Aydiner Mohammad KananThis book explores and discusses how businesses transit from big data and business analytics to artificial intelligence (AI), by examining advanced technologies and embracing challenges such as ethical issues, governance, security, privacy, and interoperability of capabilities. This book covers a range of topics including the application of cyber accounting and strategic objectives, financial inclusion, big data analytics in telecommunication sector, digital marketing strategies and sports brand loyalty, robotic processes automation in banks, and the applications of AI for decision-making in human resources, healthcare, banking, and many more. The book provides a comprehensive reference for scholars, students, managers, entrepreneurs, and policymakers by examining frameworks and business practice implications through its discussions which embrace a wide variety of unique topics on business analytics, AI, and how it can be applied together to address the challenges of the digital era.
Business Analytics Using R - A Practical Approach: A Practical Approach
by Umesh R. Hodeghatta Umesh NayakLearn the fundamental aspects of the business statistics, data mining, and machine learning techniques required to understand the huge amount of data generated by your organization. This book explains practical business analytics through examples, covers the steps involved in using it correctly, and shows you the context in which a particular technique does not make sense. Further, Practical Business Analytics using R helps you understand specific issues faced by organizations and how the solutions to these issues can be facilitated by business analytics. This book will discuss and explore the following through examples and case studies: An introduction to R: data management and R functions The architecture, framework, and life cycle of a business analytics project Descriptive analytics using R: descriptive statistics and data cleaning Data mining: classification, association rules, and clustering Predictive analytics: simple regression, multiple regression, and logistic regression This book includes case studies on important business analytic techniques, such as classification, association, clustering, and regression. The R language is the statistical tool used to demonstrate the concepts throughout the book. What You Will Learn * Write R programs to handle data * Build analytical models and draw useful inferences from them * Discover the basic concepts of data mining and machine learning * Carry out predictive modeling * Define a business issue as an analytical problem Who This Book Is For Beginners who want to understand and learn the fundamentals of analytics using R. Students, managers, executives, strategy and planning professionals, software professionals, and BI/DW professionals.
Business Analytics Value Chain: Text and Cases
by Tanushri Banerjee Arindam Banerjee Dhaval Maheta Vivek GuptaThis book is a comprehensive, step-by-step learning guide towards understanding an entire value chain of Business Analytics, its interrelated components and its role in business decision-making in India and globally. The book has been written with an interdisciplinary approach that triggers strategic as well as routine, thought-provoking ideas to cut across data from several business domains globally.Business Analytics Value Chain deals with the end-to-end journey from planning the approach to a data enriched decision-problem, to communicating results derived from analytics models to clients. Using current cases from all aspects of a business venture (finance, marketing, human resources, and operations), the book helps the readers to develop the capabilities of evaluating a business case scenario; understand the business problem; identify the data sources and data availability; logically think through problemsolving; use analytics techniques and application software to solve the problem; and be able to interpret the results. Case studies have been carefully designed to represent business scenarios from varied business domains, both local and global, such that they guide the students to making informed fact-based decisions during collaborative planning, analyzing, interpreting, and communicating outcomes for data-enriched problem scenarios.The book will be useful for students, researchers, and instructors from the fields of Business Management, Data Analytics, Commerce, and Economics. It will also be an indispensable companion to the professional working in the field of data analytics.