Stopping Churn in Its Tracks – Proactive Retention Strategies for Mobile Operators

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Author :
Publisher : Forte Consultancy
ISBN 13 :
Total Pages : 5 pages
Book Rating : 4./5 ( download)

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Book Synopsis Stopping Churn in Its Tracks – Proactive Retention Strategies for Mobile Operators by : Forte Consultancy Group

Download or read book Stopping Churn in Its Tracks – Proactive Retention Strategies for Mobile Operators written by Forte Consultancy Group and published by Forte Consultancy. This book was released on with total page 5 pages. Available in PDF, EPUB and Kindle. Book excerpt: While almost every mobile operator has a reactive retention strategy in place for preventing subscriber churn, few have developed proactive retention strategies for doing so, failing to benefit from this practice proven to stem the tide of customer loss…

Fighting Churn with Data

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Author :
Publisher : Manning Publications
ISBN 13 : 161729652X
Total Pages : 502 pages
Book Rating : 4.6/5 (172 download)

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Book Synopsis Fighting Churn with Data by : Carl S. Gold

Download or read book Fighting Churn with Data written by Carl S. Gold and published by Manning Publications. This book was released on 2020-12-22 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: The beating heart of any product or service business is returning clients. Don't let your hard-won customers vanish, taking their money with them. In Fighting Churn with Data you'll learn powerful data-driven techniques to maximize customer retention and minimize actions that cause them to stop engaging or unsubscribe altogether. Summary The beating heart of any product or service business is returning clients. Don't let your hard-won customers vanish, taking their money with them. In Fighting Churn with Data you'll learn powerful data-driven techniques to maximize customer retention and minimize actions that cause them to stop engaging or unsubscribe altogether. This hands-on guide is packed with techniques for converting raw data into measurable metrics, testing hypotheses, and presenting findings that are easily understandable to non-technical decision makers. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Keeping customers active and engaged is essential for any business that relies on recurring revenue and repeat sales. Customer turnover—or “churn”—is costly, frustrating, and preventable. By applying the techniques in this book, you can identify the warning signs of churn and learn to catch customers before they leave. About the book Fighting Churn with Data teaches developers and data scientists proven techniques for stopping churn before it happens. Packed with real-world use cases and examples, this book teaches you to convert raw data into measurable behavior metrics, calculate customer lifetime value, and improve churn forecasting with demographic data. By following Zuora Chief Data Scientist Carl Gold’s methods, you’ll reap the benefits of high customer retention. What's inside Calculating churn metrics Identifying user behavior that predicts churn Using churn reduction tactics with customer segmentation Applying churn analysis techniques to other business areas Using AI for accurate churn forecasting About the reader For readers with basic data analysis skills, including Python and SQL. About the author Carl Gold (PhD) is the Chief Data Scientist at Zuora, Inc., the industry-leading subscription management platform. Table of Contents: PART 1 - BUILDING YOUR ARSENAL 1 The world of churn 2 Measuring churn 3 Measuring customers 4 Observing renewal and churn PART 2 - WAGING THE WAR 5 Understanding churn and behavior with metrics 6 Relationships between customer behaviors 7 Segmenting customers with advanced metrics PART 3 - SPECIAL WEAPONS AND TACTICS 8 Forecasting churn 9 Forecast accuracy and machine learning 10 Churn demographics and firmographics 11 Leading the fight against churn

Rock Breaks Scissors

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Publisher : Little, Brown
ISBN 13 : 0316228087
Total Pages : 320 pages
Book Rating : 4.3/5 (162 download)

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Book Synopsis Rock Breaks Scissors by : William Poundstone

Download or read book Rock Breaks Scissors written by William Poundstone and published by Little, Brown. This book was released on 2014-06-03 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical guide to outguessing everything from multiple-choice tests to the office football pool to the stock market. People are predictable even when they try not to be. William Poundstone demonstrates how to turn this fact to personal advantage in scores of everyday situations, from playing the lottery to buying a home. ROCK BREAKS SCISSORS is mind-reading for real life. Will the next tennis serve go right or left? Will the market go up or down? Most people are poor at that kind of predicting. We are hard-wired to make bum bets on "trends" and "winning streaks" that are illusions. Yet ultimately we're all in the business of anticipating the actions of others. Poundstone reveals how to overcome the errors and improve the accuracy of your own outguessing. ROCK BREAKS SCISSORS is a hands-on guide to turning life's odds in your favor.

Customer Churn Reduction and Retention for Telecoms

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Author :
Publisher : Racom Communications
ISBN 13 : 9781933199085
Total Pages : 281 pages
Book Rating : 4.1/5 (99 download)

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Book Synopsis Customer Churn Reduction and Retention for Telecoms by : Arthur Middleton Hughes

Download or read book Customer Churn Reduction and Retention for Telecoms written by Arthur Middleton Hughes and published by Racom Communications. This book was released on 2007-10 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: For the past quarter-century the Telecom industry in the US has been a veritable laboratory of business and marketing practice. The truth of such well-known ideas as ""Creative Destruction"" are being borne out as companies rise and fall in wave after wave of innovation, while the limits of others, such as product bundling, are also demonstrated every day. The result has been a Wild West of marketing activity that only intensifies as the changes continue. Intense competition is forcing prices down and will certainly eventually lead to the destruction of several large household-word telecom companies. Who will survive? Industry expert Arthur Middleton Hughes explains what these Telecom enterprises can do to continue to exist. Their salvation rests not in their technologies, Hughes explains, but in their marketing strategies. In highly readable, everyday language, Hughes provides a strategic marketing map for every player in the industry, showing how to apply sophisticated marketing tools to each industry sector and each technology.

Predictive Marketing

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Publisher : John Wiley & Sons
ISBN 13 : 1119037336
Total Pages : 284 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Predictive Marketing by : Omer Artun

Download or read book Predictive Marketing written by Omer Artun and published by John Wiley & Sons. This book was released on 2015-08-06 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Make personalized marketing a reality with this practical guide to predictive analytics Predictive Marketing is a predictive analytics primer for organizations large and small, offering practical tips and actionable strategies for implementing more personalized marketing immediately. The marketing paradigm is changing, and this book provides a blueprint for navigating the transition from creative- to data-driven marketing, from one-size-fits-all to one-on-one, and from marketing campaigns to real-time customer experiences. You'll learn how to use machine-learning technologies to improve customer acquisition and customer growth, and how to identify and re-engage at-risk or lapsed customers by implementing an easy, automated approach to predictive analytics. Much more than just theory and testament to the power of personalized marketing, this book focuses on action, helping you understand and actually begin using this revolutionary approach to the customer experience. Predictive analytics can finally make personalized marketing a reality. For the first time, predictive marketing is accessible to all marketers, not just those at large corporations — in fact, many smaller organizations are leapfrogging their larger counterparts with innovative programs. This book shows you how to bring predictive analytics to your organization, with actionable guidance that get you started today. Implement predictive marketing at any size organization Deliver a more personalized marketing experience Automate predictive analytics with machine learning technology Base marketing decisions on concrete data rather than unproven ideas Marketers have long been talking about delivering personalized experiences across channels. All marketers want to deliver happiness, but most still employ a one-size-fits-all approach. Predictive Marketing provides the information and insight you need to lift your organization out of the campaign rut and into the rarefied atmosphere of a truly personalized customer experience.

Kellogg on Marketing

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Publisher : John Wiley & Sons
ISBN 13 : 0471054046
Total Pages : 448 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Kellogg on Marketing by : Dawn Iacobucci

Download or read book Kellogg on Marketing written by Dawn Iacobucci and published by John Wiley & Sons. This book was released on 2001-06-18 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for Kellogg on Marketing "The Kellogg Graduate School of Management at Northwestern University has always been at the forefront of cutting-edge marketing. What a treasure to find such a complete anthology of today's best strategic marketers all in one place. Kellogg on Marketing provides a unique combination of new and proven marketing theories that the reader can translate into business success." —Betsy D. Holden, President and CEO, Kraft Foods "Kellogg on Marketing presents a comprehensive look at marketing today, combining well-founded theory with relevant, contemporary examples in the marketplace. This should be mandatory reading for all students of marketing." —Robert S. Morrison, Chairman, President and CEO, The Quaker Oats Company "The Who's Who write on the what's what of marketing. Now, these preeminent marketing doctors are making house calls. Enjoy." —Robert A. Eckert, Chairman and CEO, Mattel, Inc. "This volume is a fascinating collection of perspectives on what it takes to dominate a marketspace in the New Economy. . . . A clear demonstration of why Kellogg is Kellogg-one of the thought leaders in the discipline of marketing." —Mel Bergstein, Chairman and CEO, Diamond Technology Partners "New economy cases make this text appeal to old economy strategists. We shouldn't be suprised with the quality of this work, given its origin in the Kellogg School." —Ronald W. Dollens, President, Guidant Corporation

Product-Led Growth

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Publisher :
ISBN 13 : 9781777119317
Total Pages : 276 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis Product-Led Growth by : Bush Wes

Download or read book Product-Led Growth written by Bush Wes and published by . This book was released on 2019-05 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Product-Led Growth is about helping your customers experience the ongoing value your product provides. It is a critical step in successful product design and this book shows you how it's done." - Nir Eyal, Wall Street Journal Bestselling Author of "Hooked"

Customer Success

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Publisher : John Wiley & Sons
ISBN 13 : 1119167965
Total Pages : 256 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Customer Success by : Nick Mehta

Download or read book Customer Success written by Nick Mehta and published by John Wiley & Sons. This book was released on 2016-02-29 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your business success is now forever linked to the success of your customers Customer Success is the groundbreaking guide to the exciting new model of customer management. Business relationships are fundamentally changing. In the world B.C. (Before Cloud), companies could focus totally on sales and marketing because customers were often 'stuck' after purchasing. Therefore, all of the 'post-sale' experience was a cost center in most companies. In the world A.B. (After Benioff), with granular per-year, per-month or per-use pricing models, cloud deployments and many competitive options, customers now have the power. As such, B2B vendors must deliver success for their clients to achieve success for their own businesses. Customer success teams are being created in companies to quarterback the customer lifecycle and drive adoption, renewals, up-sell and advocacy. The Customer Success philosophy is invading the boardroom and impacting the way CEOs think about their business. Today, Customer Success is the hottest B2B movement since the advent of the subscription business model, and this book is the one-of-a-kind guide that shows you how to make it work in your company. From the initial planning stages through execution, you'll have expert guidance to help you: Understand the context that led to the start of the Customer Success movement Build a Customer Success strategy proven by the most competitive companies in the world Implement an action plan for structuring the Customer Success organization, tiering your customers, and developing the right cross-functional playbooks Customers want products that help them achieve their own business outcomes. By enabling your customers to realize value in your products, you're protecting recurring revenue and creating a customer for life. Customer Success shows you how to kick start your customer-centric revolution, and make it stick for the long term.

Rules to Break and Laws to Follow

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Author :
Publisher : Wiley
ISBN 13 : 9780470227541
Total Pages : 0 pages
Book Rating : 4.2/5 (275 download)

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Book Synopsis Rules to Break and Laws to Follow by : Don Peppers

Download or read book Rules to Break and Laws to Follow written by Don Peppers and published by Wiley. This book was released on 2008-02-08 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for Rules to Break & Laws to Follow: How Your Business Can Beat the Crisis of Short-Termism "A fascinating, highly readable synthesis of business principles, technology, sociology and common sense, Rules to Break and Laws to Follow persuasively shows the connection between customer trust and business profits, and then explains how to make it happen. As a bonus, you'll learn how to make your company more innovative, how to ensure your employees actually enjoy what they're doing, and how to deal with the kinds of service and quality breakdowns that occasionally plague any company, even a well-managed one. This book should be on your required reading list." —Stephen M. R. Covey, bestselling author of The Speed of Trust: The One Thing That Changes Everything "Over the years, Peppers and Rogers have given me valuable advice about navigating the changing business landscape. This book is a must-read for managers who want to empower their employees and customers to?make change their ally." —Jim McCann, founder and CEO of 1-800-FLOWERS.COM "Highly readable and entertaining. Make sure everybody in your firm reads this book by last Friday." —Dror Pockard, CEO of eglue "In a time when most companies are built to flip, Peppers and Rogers have planted a stake in the ground to help you survive past the next round of financing or consumer fad. Knowing what rules to break is arguably even more important than what laws to follow, and this book imparts knowledge for both." —Guy Kawasaki, cofounder of Truemors and author of The Art of the Start "Peppers and Rogers have created the unthinkable: an enjoyable wake-up call! Their book serves up one compelling and provocative idea after another, and the authors enjoy debunking some of our most deeply ingrained business beliefs. Read this book and your customers will thank you." —Dan Heath, coauthor of Made to Stick: Why Some Ideas Survive and Others Die

HBR Guide to Dealing with Conflict (HBR Guide Series)

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Author :
Publisher : Harvard Business Review Press
ISBN 13 : 1633692167
Total Pages : 224 pages
Book Rating : 4.6/5 (336 download)

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Book Synopsis HBR Guide to Dealing with Conflict (HBR Guide Series) by : Amy Gallo

Download or read book HBR Guide to Dealing with Conflict (HBR Guide Series) written by Amy Gallo and published by Harvard Business Review Press. This book was released on 2017-03-14 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: While some of us enjoy a lively debate with colleagues and others prefer to suppress our feelings over disagreements, we all struggle with conflict at work. Every day we navigate an office full of competing interests, clashing personalities, limited time and resources, and fragile egos. Sure, we share the same overarching goals as our colleagues, but we don't always agree on how to achieve them. We work differently. We rub each other the wrong way. We jockey for position. How can you deal with conflict at work in a way that is both professional and productive—where it improves both your work and your relationships? You start by understanding whether you generally seek or avoid conflict, identifying the most frequent reasons for disagreement, and knowing what approaches work for what scenarios. Then, if you decide to address a particular conflict, you use that information to plan and conduct a productive conversation. The HBR Guide to Dealing with Conflict will give you the advice you need to: Understand the most common sources of conflict Explore your options for addressing a disagreement Recognize whether you—and your counterpart—typically seek or avoid conflict Prepare for and engage in a difficult conversation Manage your and your counterpart's emotions Develop a resolution together Know when to walk away Arm yourself with the advice you need to succeed on the job, with the most trusted brand in business. Packed with how-to essentials from leading experts, the HBR Guides provide smart answers to your most pressing work challenges.

Handbook of Marketing Decision Models

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 0387782133
Total Pages : 621 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Handbook of Marketing Decision Models by : Berend Wierenga

Download or read book Handbook of Marketing Decision Models written by Berend Wierenga and published by Springer Science & Business Media. This book was released on 2008-09-05 with total page 621 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing models is a core component of the marketing discipline. The recent developments in marketing models have been incredibly fast with information technology (e.g., the Internet), online marketing (e-commerce) and customer relationship management (CRM) creating radical changes in the way companies interact with their customers. This has created completely new breeds of marketing models, but major progress has also taken place in existing types of marketing models. Handbook of Marketing Decision Models presents the state of the art in marketing decision models. The book deals with new modeling areas, such as customer relationship management, customer value and online marketing, as well as recent developments in other advertising, sales promotions, sales management, and competition are dealt with. New developments are in consumer decision models, models for return on marketing, marketing management support systems, and in special techniques such as time series and neural nets.

Discovering Knowledge in Data

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Publisher : John Wiley & Sons
ISBN 13 : 0471687537
Total Pages : 240 pages
Book Rating : 4.4/5 (716 download)

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Book Synopsis Discovering Knowledge in Data by : Daniel T. Larose

Download or read book Discovering Knowledge in Data written by Daniel T. Larose and published by John Wiley & Sons. This book was released on 2005-01-28 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn Data Mining by doing data mining Data mining can be revolutionary-but only when it's done right. The powerful black box data mining software now available can produce disastrously misleading results unless applied by a skilled and knowledgeable analyst. Discovering Knowledge in Data: An Introduction to Data Mining provides both the practical experience and the theoretical insight needed to reveal valuable information hidden in large data sets. Employing a "white box" methodology and with real-world case studies, this step-by-step guide walks readers through the various algorithms and statistical structures that underlie the software and presents examples of their operation on actual large data sets. Principal topics include: * Data preprocessing and classification * Exploratory analysis * Decision trees * Neural and Kohonen networks * Hierarchical and k-means clustering * Association rules * Model evaluation techniques Complete with scores of screenshots and diagrams to encourage graphical learning, Discovering Knowledge in Data: An Introduction to Data Mining gives students in Business, Computer Science, and Statistics as well as professionals in the field the power to turn any data warehouse into actionable knowledge. An Instructor's Manual presenting detailed solutions to all the problems in the book is available online.

Customer Relationship Management and Customer Retention

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Author :
Publisher : GRIN Verlag
ISBN 13 : 3346054780
Total Pages : 89 pages
Book Rating : 4.3/5 (46 download)

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Book Synopsis Customer Relationship Management and Customer Retention by : Ama Achiaa Kankam Boadu

Download or read book Customer Relationship Management and Customer Retention written by Ama Achiaa Kankam Boadu and published by GRIN Verlag. This book was released on 2019-11-11 with total page 89 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research Paper (postgraduate) from the year 2019 in the subject Business economics - Customer Relationship Management, CRM, grade: 1.5, Kwame Nkrumah University of Science and Technology, language: English, abstract: Customer Relationship Management (CRM) practices are business strategies designed to reduce costs and increase profitability by solidifying customer loyalty. With intense competition among insurance companies in Ghana, this study sought to assess Customer Relationship Management practices and Customer Retention in NSIA Insurance. The study was conducted to identify critical factors necessary for customer retention in carrying out customer relationship management practices in the selected insurance company and to develop effective customer relationship management practices to manage customer retention for sustainability within the insurance industry using NSIA Insurance as a case study. Well structured questionnaires and face-to-face interview were the methods adopted for the investigation of the study. A sample size of 40 respondents was considered, they were made up of customers and the staff who are fully involved in customer relationship management of the insurance company. Data collected from the completed questionnaires and the interviews were grouped into frequency tables and expressed in percentages. The researcher relied on the SPSS in interpreting the collected data. The study shows that even though NSIA insurance has policies on customer relationship management practices, these policies are not carried out fully to accomplish the ultimate goal of customer retention. The study recommends that for the insurance company to command an adequate number of loyal customers, NSIA Insurance should consistently improve on its quality of service to address the preference of the customers and consider the five service quality constructs of reliability, assurance, tangibility, empathy and responsiveness.

Telecom Churn Management

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Author :
Publisher : Apdg Publishing
ISBN 13 : 9781893970052
Total Pages : 0 pages
Book Rating : 4.9/5 (7 download)

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Book Synopsis Telecom Churn Management by : Rob Mattison

Download or read book Telecom Churn Management written by Rob Mattison and published by Apdg Publishing. This book was released on 2001 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Telecom Churn Management, The Golden Opportunity explains how and why churn is managed today. It discusses the Tele-centric (Customer Centric Telecommunications) model for customer management. The book provides the key Analytics that can give your company the competitive advantage. The key first step is recombinant segmentation (identification). Using extended behavioral segmentation (categorization), carriers can produce a customer value function (valuation). Churn models and indexes can be used to determine the projected churn rates (Anticipation). Using key metrics and a WAR Gameboard, the profit levels for customers can be evaluated and maximized. Managers of successful telecom service providers need to understand why customers leaving and what makes telecom churn so special. Successful telecom managers have developed churn management strategies to help them making wise churn investment decisions that give them quick and effective churn response options. By understanding that customers have key telecom consumer shopping cycles and response models, churn management can be turned into an operational perspective. It is a well-known fact that telecommunication technology and services are continually changing. Industry veteran Rob Mattison shares his expertise typical interconnection arrangements for pubic and private telephone systems, data networks, inter-exchange systems, wireless, billing and customer care systems. If there were one book you could use to help understand and develop and telecom churn management programs, "Telecom Churn Management" is the best choice.

Machine Learning: Theoretical Foundations and Practical Applications

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Author :
Publisher : Springer Nature
ISBN 13 : 9813365188
Total Pages : 172 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Machine Learning: Theoretical Foundations and Practical Applications by : Manjusha Pandey

Download or read book Machine Learning: Theoretical Foundations and Practical Applications written by Manjusha Pandey and published by Springer Nature. This book was released on 2021-04-19 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book is a collection of chapters invited and presented by experts at 10th industry symposium held during 9–12 January 2020 in conjunction with 16th edition of ICDCIT. The book covers topics, like machine learning and its applications, statistical learning, neural network learning, knowledge acquisition and learning, knowledge intensive learning, machine learning and information retrieval, machine learning for web navigation and mining, learning through mobile data mining, text and multimedia mining through machine learning, distributed and parallel learning algorithms and applications, feature extraction and classification, theories and models for plausible reasoning, computational learning theory, cognitive modelling and hybrid learning algorithms.

Measure What Matters

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Author :
Publisher : Penguin
ISBN 13 : 052553623X
Total Pages : 322 pages
Book Rating : 4.5/5 (255 download)

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Book Synopsis Measure What Matters by : John Doerr

Download or read book Measure What Matters written by John Doerr and published by Penguin. This book was released on 2018-04-24 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: #1 New York Times Bestseller Legendary venture capitalist John Doerr reveals how the goal-setting system of Objectives and Key Results (OKRs) has helped tech giants from Intel to Google achieve explosive growth—and how it can help any organization thrive. In the fall of 1999, John Doerr met with the founders of a start-up whom he'd just given $12.5 million, the biggest investment of his career. Larry Page and Sergey Brin had amazing technology, entrepreneurial energy, and sky-high ambitions, but no real business plan. For Google to change the world (or even to survive), Page and Brin had to learn how to make tough choices on priorities while keeping their team on track. They'd have to know when to pull the plug on losing propositions, to fail fast. And they needed timely, relevant data to track their progress—to measure what mattered. Doerr taught them about a proven approach to operating excellence: Objectives and Key Results. He had first discovered OKRs in the 1970s as an engineer at Intel, where the legendary Andy Grove ("the greatest manager of his or any era") drove the best-run company Doerr had ever seen. Later, as a venture capitalist, Doerr shared Grove's brainchild with more than fifty companies. Wherever the process was faithfully practiced, it worked. In this goal-setting system, objectives define what we seek to achieve; key results are how those top-priority goals will be attained with specific, measurable actions within a set time frame. Everyone's goals, from entry level to CEO, are transparent to the entire organization. The benefits are profound. OKRs surface an organization's most important work. They focus effort and foster coordination. They keep employees on track. They link objectives across silos to unify and strengthen the entire company. Along the way, OKRs enhance workplace satisfaction and boost retention. In Measure What Matters, Doerr shares a broad range of first-person, behind-the-scenes case studies, with narrators including Bono and Bill Gates, to demonstrate the focus, agility, and explosive growth that OKRs have spurred at so many great organizations. This book will help a new generation of leaders capture the same magic.

Business Intelligence

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Publisher : John Wiley & Sons
ISBN 13 : 1119965470
Total Pages : 314 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Business Intelligence by : Carlo Vercellis

Download or read book Business Intelligence written by Carlo Vercellis and published by John Wiley & Sons. This book was released on 2011-08-10 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Business intelligence is a broad category of applications and technologies for gathering, providing access to, and analyzing data for the purpose of helping enterprise users make better business decisions. The term implies having a comprehensive knowledge of all factors that affect a business, such as customers, competitors, business partners, economic environment, and internal operations, therefore enabling optimal decisions to be made. Business Intelligence provides readers with an introduction and practical guide to the mathematical models and analysis methodologies vital to business intelligence. This book: Combines detailed coverage with a practical guide to the mathematical models and analysis methodologies of business intelligence. Covers all the hot topics such as data warehousing, data mining and its applications, machine learning, classification, supply optimization models, decision support systems, and analytical methods for performance evaluation. Is made accessible to readers through the careful definition and introduction of each concept, followed by the extensive use of examples and numerous real-life case studies. Explains how to utilise mathematical models and analysis models to make effective and good quality business decisions. This book is aimed at postgraduate students following data analysis and data mining courses. Researchers looking for a systematic and broad coverage of topics in operations research and mathematical models for decision-making will find this an invaluable guide.