Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die
Eric Siegel - 2013
Rather than a "how to" for hands-on techies, the book entices lay-readers and experts alike by covering new case studies and the latest state-of-the-art techniques.You have been predicted — by companies, governments, law enforcement, hospitals, and universities. Their computers say, "I knew you were going to do that!" These institutions are seizing upon the power to predict whether you're going to click, buy, lie, or die.Why? For good reason: predicting human behavior combats financial risk, fortifies healthcare, conquers spam, toughens crime fighting, and boosts sales.How? Prediction is powered by the world's most potent, booming unnatural resource: data. Accumulated in large part as the by-product of routine tasks, data is the unsalted, flavorless residue deposited en masse as organizations churn away. Surprise! This heap of refuse is a gold mine. Big data embodies an extraordinary wealth of experience from which to learn.Predictive analytics unleashes the power of data. With this technology, the computer literally learns from data how to predict the future behavior of individuals. Perfect prediction is not possible, but putting odds on the future — lifting a bit of the fog off our hazy view of tomorrow — means pay dirt.In this rich, entertaining primer, former Columbia University professor and Predictive Analytics World founder Eric Siegel reveals the power and perils of prediction: -What type of mortgage risk Chase Bank predicted before the recession. -Predicting which people will drop out of school, cancel a subscription, or get divorced before they are even aware of it themselves. -Why early retirement decreases life expectancy and vegetarians miss fewer flights. -Five reasons why organizations predict death, including one health insurance company. -How U.S. Bank, European wireless carrier Telenor, and Obama's 2012 campaign calculated the way to most strongly influence each individual. -How IBM's Watson computer used predictive modeling to answer questions and beat the human champs on TV's Jeopardy! -How companies ascertain untold, private truths — how Target figures out you're pregnant and Hewlett-Packard deduces you're about to quit your job. -How judges and parole boards rely on crime-predicting computers to decide who stays in prison and who goes free. -What's predicted by the BBC, Citibank, ConEd, Facebook, Ford, Google, IBM, the IRS, Match.com, MTV, Netflix, Pandora, PayPal, Pfizer, and Wikipedia. A truly omnipresent science, predictive analytics affects everyone, every day. Although largely unseen, it drives millions of decisions, determining whom to call, mail, investigate, incarcerate, set up on a date, or medicate.Predictive analytics transcends human perception. This book's final chapter answers the riddle: What often happens to you that cannot be witnessed, and that you can't even be sure has happened afterward — but that can be predicted in advance?Whether you are a consumer of it — or consumed by it — get a handle on the power of Predictive Analytics.
The Six Conversations of a Brilliant Manager
Alan J. Sears - 2019
Sears distils over 20 years’ experience as a management consultant and coach into six simple conversational structures that cover every management situation. A natural storyteller with a great narrative gift, Sears delivers his message in an entirely unique manner – as a work of business fiction. In this compelling and highly instructive tale you can follow the journey of newly promoted Operations Manager Sam Mitchell as he faces the everyday pressures and challenges of managing a team, and then relate his experiences to real life scenarios in your workplace. Conversation #1 – What can you do about that? Conversation #2 – Who should really own this? Conversation #3 – How should we be behaving? Conversation #4 – Who’s really doing this? Conversation #5 – Where are we heading? Conversation #6 – How are we doing? This highly practical guide concludes with a simple how-to chapter, explaining why and how each conversation works, and when to use them, as well as providing accompanying tips and techniques. The Six Conversations of a Brilliant Manager is an instantly-applicable and hugely powerful toolkit for every manager and HR department looking to get the very best out of their people.
10 Management Models
Fons Trompenaars - 2015
The way we think about leadership, for instance, has shifted radically from the genius of great entrepreneurs like Rockefeller, Carnegie and Ford, through leadership as a science, leadership that releases human potential, the leader as strategist and warrior, customer champion, globalist and shareholder advocate, to, more recently, leadership as stewardship of the environment. Hundreds of models have been developed to track, measure and forecast business solutions, but as fashions shift how can we apply them in real organizations that have to succeed outside the classroom? 10 Management Models is taken from the book, 100+ Management Models by the same authors.
Prince2 Study Guide
David Hinde - 2012
Everything you need to be fully prepared to take the PRINCE2Foundation and Practitioner examAs an internationally recognized certification which focuses onthe Foundation and Practitioner levels along with being recommendedby the Project Management Institute, the PRINCE2 accreditationgives a bolster to any resume.The author, David Hinde, has trained hundreds of individualsfrom many different backgrounds to prepare for the PRINCE2 exams.The book provides explanations of all parts of the PRINCE2approach, lots of practical examples, and a whole range of mockexamination questions to test your knowledge.Explains all the PRINCE2 themes, processes, principles, rolesand management products for the very latest version of PRINCE2(PRINCE2 2009 Edition)Features full coverage of all Foundation and Practitioner levelexam objectivesPresents real-world scenarios, showing how the method isused in business and the public sectorIncludes challenging review questions and electronic flashcardsto sharpen your knowledgeCovers tips and techniques for tackling the PRINCE2accreditation examinations and shows you how and where to take theexamsIncorporates over 300 sample Foundation-level and over 100sample Practitioner-level questions, with answers and fullexplanationsContains a glossary of all PRINCE2 terminology and a quickreference to all the PRINCE2 management productsGives a web link to a set of on-line tools with more bonusexamsPRINCE2 Study Guide covers all the necessary topics youneed to know in order to confidently take the PRINCE2 Foundationand Practitioner exams.
Power Pivot and Power BI: The Excel User's Guide to DAX, Power Query, Power BI & Power Pivot in Excel 2010-2016
Rob Collie - 2016
Written by the world’s foremost PowerPivot blogger and practitioner, the book’s concepts and approach are introduced in a simple, step-by-step manner tailored to the learning style of Excel users everywhere. The techniques presented allow users to produce, in hours or even minutes, results that formerly would have taken entire teams weeks or months to produce. It includes lessons on the difference between calculated columns and measures; how formulas can be reused across reports of completely different shapes; how to merge disjointed sets of data into unified reports; how to make certain columns in a pivot behave as if the pivot were filtered while other columns do not; and how to create time-intelligent calculations in pivot tables such as “Year over Year” and “Moving Averages” whether they use a standard, fiscal, or a complete custom calendar. The “pattern-like” techniques and best practices contained in this book have been developed and refined over two years of onsite training with Excel users around the world, and the key lessons from those seminars costing thousands of dollars per day are now available to within the pages of this easy-to-follow guide. This updated second edition covers new features introduced with Office 2015.
How to Lie with Statistics
Darrell Huff - 1954
Darrell Huff runs the gamut of every popularly used type of statistic, probes such things as the sample study, the tabulation method, the interview technique, or the way the results are derived from the figures, and points up the countless number of dodges which are used to fool rather than to inform.
Disrupting Digital Business: Create an Authentic Experience in the Peer-to-Peer Economy
R "Ray" Wang - 2015
The digital transformation demands that we focus our attention on experiences and outcomes. Business leaders and their organizations must shift to keeping promises—no matter how their customers interact with them.But organizations no longer control the conversation. In this era of social and mobile technology, customers, employees, suppliers, and partners are in direct communication with one another. Those personal networks and the brands they’re passionate about influence their decision making and their spending.The workforce has changed too. Employees expect to be able to determine when and how they will work, the technology they’ll use, and the values their company will espouse.Organizations can take part in this conversation only if they recognize how and where it’s happening. Resisting these changes will leave executives, managers, and their companies powerless. Organizations must pivot with and ahead of these social, organizational, and technological shifts or risk being left behind.Technology guru Ray Wang shows how organizations can surf the waves of change—how they can keep their promises. Current trends, when taken seriously, require a new way of thinking about business that includes five key areas:1. Consumerization of technology and the new C-suite2. Data’s influence in driving decisions3. Digital marketing transformation4. The future of work5. Matrix commerceDigital disruption has changed how we do our work. But by mastering these trends you’ll delight your customers with every interaction.
The Winning Way 2.0Learnings from Sport for Managers
Anita Bhogle - 2017
In doing so, they considerably enhance this book which continues at its core to be about the subject that Anita and Harsha are best-equipped to write on: Winning!As has been proven many times over, ability is not a major distinguishing factor in success, especially as the level of competition increases. But if you combine your ability with the right attitude and the passion to excel, you too can become the best that you can be; which is indeed what winning is all about and is the universal formula for winning that The Winning Way 2.0 explores.
Data Strategy: How to Profit from a World of Big Data, Analytics and the Internet of Things
Bernard Marr - 2017
However, business leaders and managers cannot afford to be unconcerned or sceptical about data. Data is revolutionizing the way we work and it is the companies that view data as a strategic asset that will survive and thrive. Bernard Marr's
Data Strategy
is a must-have guide to creating a robust data strategy. Explaining how to identify your strategic data needs, what methods to use to collect the data and, most importantly, how to translate your data into organizational insights for improved business decision-making and performance, this is essential reading for anyone aiming to leverage the value of their business data and gain competitive advantage.Packed with case studies and real-world examples, advice on how to build data competencies in an organization and crucial coverage of how to ensure your data doesn't become a liability,
Data Strategy
will equip any organization with the tools and strategies it needs to profit from big data, analytics and the Internet of Things.
Big Data Now: Current Perspectives from O'Reilly Radar
O'Reilly Radar Team - 2011
Mike Loukides kicked things off in June 2010 with “What is data science?” and from there we’ve pursued the various threads and themes that naturally emerged. Now, roughly a year later, we can look back over all we’ve covered and identify a number of core data areas: Data issues -- The opportunities and ambiguities of the data space are evident in discussions around privacy, the implications of data-centric industries, and the debate about the phrase “data science” itself. The application of data: products and processes – A “data product” can emerge from virtually any domain, including everything from data startups to established enterprises to media/journalism to education and research. Data science and data tools -- The tools and technologies that drive data science are of course essential to this space, but the varied techniques being applied are also key to understanding the big data arena.The business of data – Take a closer look at the actions connected to data -- the finding, organizing, and analyzing that provide organizations of all sizes with the information they need to compete.
The New Science of Retailing: How Analytics are Transforming the Supply Chain and Improving Performance
Marshall Fisher - 2010
But they're unsure of how to sort through it and use it to make smart decisions. The result? They're struggling with profit-sapping supply chain problems including stock-outs, overstock, and discounting.It doesn't have to be that way. In The New Science of Retailing, supply chain experts Marshall Fisher and Ananth Raman explain how to use analytics to better manage your inventory for faster turns, fewer discounted offerings, and fatter profit margins.Featuring case studies of retailing exemplars from around the world, this practical new book shows you how to:· Mine your sales data to identify "homerun" products you're missing· Reinvent your forecasting and pricing strategies· Build end-to-end agility into your supply chain· Establish incentives that align your supply chain partners behind shared objectives· Extract maximum value from technologies such as point-of-sale scanners and customer loyalty cardsHighly readable and compelling, The New Science of Retailing is your playbook for turning all that data into a wellspring for new profits and unprecedented efficiency.
Advanced Web Metrics with Google Analytics
Brian Clifton - 2008
Its revised interface and new features will offer even more ways to increase the value of your web site, and this book will teach you how to use each one to best advantage. Featuring new content based on reader and client requests, the book helps you implement new methods and concepts, track social and mobile visitors, use the new multichannel funnel reporting features, understand which filters to use, and much more.Gets you up and running with all the new tools in the revamped Google Analytics, and includes content requested by readers and users especially for new GA users Covers social media analytics features, advanced segmentation displays, multi-dashboard configurations, and using Top 20 reports Provides a detailed best-practices implementation guide covering advanced topics, such as how to set up GA to track dynamic web pages, banners, outgoing links, and contact forms Includes case studies and demonstrates how to optimize pay-per-click accounts, integrate AdSense, work with new reports and reporting tools, use ad version testing, and more Make your web site a more effective business tool with the detailed information and advice about Google Analytics in Advanced Web Metrics with Google Analytics, 3nd Edition.
Organizational Behavior and Management
John M. Ivancevich - 1977
To accomplish this, OBM, 8E achieves the difficult goal of preserving its key strengths (i.e., thorough, current, good balance of research and practice) while streamlining its content by removing over 100 pages of readings that are now available on the Web. This reduction in page length makes the book more affordable, teachable, and efficient for students. Preserving Scholarship While Streamlining captures the spirit of what I/K/M used as the guiding principle while writing OBM 8E.
Data Science for Business: What you need to know about data mining and data-analytic thinking
Foster Provost - 2013
This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates
Business Analysis for Dummies
Kupe Kupersmith - 2013
Those engaged in business analysis are charged with identifying the activities that enable the company to define the business problem or opportunity, define what the solutions looks like, and define how it should behave in the end. As a BA, you lay out the plans for the process ahead."Business Analysis For Dummies" is the go to reference on how to make the complex topic of business analysis easy to understand. Whether you are new or have experience with business analysis, this book gives you the tools, techniques, tips and tricks to set your project's expectations and on the path to success.Offers guidance on how to make an impact in your organization by performing business analysisShows you the tools and techniques to be an effective business analysis professionalProvides a number of examples on how to perform business analysis regardless of your roleIf you're interested in learning about the tools and techniques used by successful business analysis professionals, "Business Analysis For Dummies" has you covered.