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.

Inbound Marketing: Attract, Engage, and Delight Customers Online


Brian Halligan - 2014
    Written by top marketing and startup bloggers, the book contains the latest information about customer behavior and preferred digital experiences. From the latest insights on lead nurturing and visual marketing to advice on producing remarkable content by building tools, readers will gain the information they need to transform their marketing online.With outbound marketing methods becoming less effective, the time to embrace inbound marketing is now. Cold calling, e-mail blasts, and direct mail are turning consumers off to an ever-greater extent, so consumers are increasingly doing research online to choose companies and products that meet their needs. "Inbound Marketing" recognizes these behavioral changes as opportunities, and explains how marketers can make the most of this shift online. This not only addresses turning strangers into website visitors, but explains how best to convert those visitors to leads, and to nurture those leads to the point of becoming delighted customers.Gain the insight that can increase marketing value with topics like: Inbound marketing - strategy, reputation, and tracking progressVisibility - getting found, and why content mattersConverting customers - turning prospects into leads and leads into customersBetter decisions - picking people, agencies, and campaignsThe book also contains essential tools and resources that help build an effective marketing strategy, and tips for organizations of all sizes looking to build a reputation. When consumer behaviors change, marketing must change with them."Inbound Marketing: Attract, Engage, and Delight Customers Online" is a complete guide to attracting, engaging, and delighting customers online.

Sams Teach Yourself C++ in One Hour a Day


Siddhartha Rao - 2008
    Master the fundamentals of C++ and object-oriented programming Understand how C++11 features help you write compact and efficient code using concepts such as lambda expressions, move constructors, and assignment operators Learn the Standard Template Library, including containers and algorithms used in most real-world C++ applications Test your knowledge and expertise using exercises at the end of every lesson Learn on your own time, at your own pace: No previous programming experience required Learn C++11, object-oriented programming, and analysis Write fast and powerful C++ programs, compile the source code with a gcc compiler, and create executable files Use the Standard Template Library's (STL) algorithms and containers to write feature-rich yet stable C++ applications Develop sophisticated programming techniques using lambda expressions, smart pointers, and move constructors Learn to expand your program's power with inheritance and polymorphism Master the features of C++ by learning from programming experts Learn C++11 features that allow you to program compact and high-performance C++ applications TABLE OF CONTENTSPART I: THE BASICS LESSON 1: Getting Started with C++11 LESSON 2: The Anatomy of a C++ Program LESSON 3: Using Variables, Declaring Constants LESSON 4: Managing Arrays and Strings LESSON 5: Working with Expressions, Statements, and Operators LESSON 6: Controlling Program Flow LESSON 7: Organizing Code with Functions LESSON 8: Pointers and References Explained PART II: FUNDAMENTALS OF OBJECT-ORIENTED C++ PROGRAMMING LESSON 9: Classes and Objects LESSON 10: Implementing Inheritance LESSON 11: Polymorphism LESSON 12: Operator Types and Operator Overloading LESSON 13: Casting Operators LESSON 14: An Introduction to Macros and Templates PART III: LEARNING THE STANDARD TEMPLATE LIBRARY (STL) LESSON 15: An Introduction to the Standard Template LibraryLESSON 16: The STL String ClassLESSON 17: STL Dynamic Array ClassesLESSON 18: STL list and forward_listLESSON 19: STL Set ClassesLESSON 20: STL Map ClassesPART IV: MORE STL LESSON 21: Understanding Function ObjectsLESSON 22: C++11 Lambda ExpressionsLESSON 23: STL AlgorithmsLESSON 24: Adaptive Containers: Stack and QueueLESSON 25: Working with Bit Flags Using STLPART V: ADVANCED C++ CONCEPTS LESSON 26: Understanding Smart PointersLESSON 27: Using Streams for Input and OutputLESSON 28: Exception HandlingLESSON 29: Going Forward APPENDIXES A: Working with Numbers: Binary and Hexadecimal B: C++ Keywords C: Operator Precedence D: Answers E: ASCII Codes

Cracking the PM Interview: How to Land a Product Manager Job in Technology


Gayle Laakmann McDowell - 2013
    Cracking the PM Interview is a comprehensive book about landing a product management role in a startup or bigger tech company. Learn how the ambiguously-named "PM" (product manager / program manager) role varies across companies, what experience you need, how to make your existing experience translate, what a great PM resume and cover letter look like, and finally, how to master the interview: estimation questions, behavioral questions, case questions, product questions, technical questions, and the super important "pitch."

The Goal: A Process of Ongoing Improvement


Eliyahu M. Goldratt - 1984
    His factory is rapidly heading for disaster. So is his marriage. He has ninety days to save his plant—or it will be closed by corporate HQ, with hundreds of job losses. It takes a chance meeting with a colleague from student days—Jonah—to help him break out of conventional ways of thinking to see what needs to be done.The story of Alex's fight to save his plant is more than compulsive reading. It contains a serious message for all managers in industry and explains the ideas which underline the Theory of Constraints (TOC) developed by Eli Goldratt.

Managerial Economics: A Problem Solving Approach


Luke M. Froeb - 2007
    Froeb/McCann's MANAGERIAL ECONOMICS: A PROBLEM SOLVING APPROACH, 2E covers traditional material using a problem-based pedagogy built around common business mistakes. Models are used sparingly, and then only to the extent that they help students figure out why mistakes are made, and how to fix them. This edition's succinct, fast-paced presentation and challenging, interactive applications place students in the role of a decision maker who has to identify mistakes that reduce profits, and propose solutions to bring profits back up. The lively book provides an excellent ongoing reference for students pursuing business careers. New chapters and updates highlight mistakes that precipitated the financial crisis. With MANAGERIAL ECONOMICS, 2E your students are taught to use economics to not only identify profitable decisions, but also how to implement them within an organization.

Economics: Making Sense of the Modern Economy


Saugato Datta - 1999
    Economics, Third Edition: Making Sense of the Modern Economy takes complex concepts and makes them easy to understand, presenting the concepts in the context of today's economic environment.Details the sources of economic growth, and the role of central banks Explains both macro and microeconomics Analyzes why the recession of 2008 happened and how it was dealt with, as well as its short- and long-term effects Free of jargon and with few charts or tables to sort through and pore over, Economics, Third Edition helps everyone from students to statesmen quickly and easily grasp how the economy really works in the real world, and how it affects our daily lives.

A Stake in the Outcome: Building a Culture of Ownership for the Long-Term Success of Your Business


Jack Stack - 2002
    Southwest Airlines is perhaps the most visible practitioner, soaring through economic downturns while its competitors slash their budgets and order massive layoffs, but you can find other pioneers of the new approach in almost every industry and market niche. Their secret: a culture of ownership that allows them to tap into the most underutilized resource in business today–namely, the enthusiasm, intelligence, and creativity of working people everywhere.No one knows more about building a culture of ownership than CEO Jack Stack, who’s been working on one for the past twenty years with his colleagues at SRC Holdings Corporation (formerly Springfield ReManufacturing Corporation). Along the way, they’ve turned their company into what Business Week has called a “management Mecca,” attracting thousands of people representing hundreds of businesses to SRC’s home in Springfield, Missouri. There the visitors learn how to incorporate the ideals and values of SRC’s remarkable corporate culture into their own organizations–and then they go back and do it.Now, in A Stake in the Outcome, Stack offers a master class on creating a culture of ownership, presenting the hard-won lessons of his own twenty-year journey and explaining what it really takes to build for long-term success. The pioneer of “open-book management” (described in the best-selling classic The Great Game of Business), Stack and twelve other managers began their journey in 1982, when they purchased their factory from its struggling parent company. SRC grew 15 percent a year, while adding almost a thousand new jobs, and the company’s stock price rocketed from 10 cents to $81.60 per share. In the process, Stack discovered that long-term success required constant innovation–and that building a culture of ownership involved much more than paying bonuses, handing out stock options, or setting up an employee stock ownership plan. In a successful ownership culture, every employee had to take the fate of the company as personally as an individual owner would. Achieving that level of commitment was extraordinarily difficult, but Stack realized that the payoff would be enormous: a company that was consistently able to outperform the market.A Stake in the Outcome isn’t about theory–it’s about practice. Stack draws from his own successes and failures at SRC to show how any company can teach its employees to think and act like owners, including how to implement an effective equity-sharing program, how to promote continuous learning at every level of the organization, how to fire up employees’ competitive juices, how to broaden the concept of leadership and delegate responsibility for the business, and how to build a workforce that is fast on its feet and ready to take advantage of every opportunity. You’ll also learn about other companies that have succeeded in building cultures of ownership–and the lessons they can teach the rest of us.Written in Jack Stack’s straightforward, witty, no-beating-around-the-bush style, A Stake in the Outcome is like having a one-on-one session with a master entrepreneur and business innovator. It shows managers and executives of companies both large and small how to build a ferociously motivated workforce that is energized and committed to meeting and overcoming the most daunting challenges a company can face.From the Hardcover edition.

Inspired: How to Create Tech Products Customers Love


Marty Cagan - 2008
    The goal of the book is to share the techniques of the best companies. This book is aimed primarily at Product Managers working on technology-powered products. That includes the hundreds of "tech companies" like Google, Facebook, Amazon, Twitter and the like, as well as the thousands of companies moving to leverage technology (financial companies, media companies, retailers, manufacturers, nearly every industry). Inspired covers companies from early stage start-ups to large, established companies. The products might be consumer products or devices, business services for small businesses to enterprises, internal tools, and developer platforms.Inspired is secondarily aimed at the designers, engineers, user researchers and data scientists that work closely with the product managers on product teams at these same companies.

MCSA/MCSE Self-Paced Training Kit (Exam 70-270): Installing, Configuring, and Administering Microsoft Windows XP Professional


Walter Glenn - 2005
    Work at your own pace through a system of lessons, hands-on exercises, troubleshooting labs, and review questions.The Readiness Review Suite on CD, featuring advanced technology from MeasureUp, provides 425 challenging questions for in-depth self-assessment and practice. You can choose timed or untimed testing mode, generate random tests, or focus on specific objectives. You get detailed explanations for right and wrong answers--including a customized learning path that describes how and where to focus your studies.Maximize your performance on the exam by learning how to: Perform an installation or upgrade, including remote deploymentConfigure and customize the desktop environmentAdminister disks, device drivers, printers, file systems, and other resourcesManage TCP/IP networking and support remote and mobile usersMonitor, troubleshoot, and tune system performanceNEW!--Administer security settings and services, including the advances in Windows XP Service Pack 2Readiness Review Suite on CD Powered by MeasureUpYour kit includes: NEW--Fully reengineered self-paced study guide with expert exam tips. NEW--Readiness Review Suite featuring 425 questions and multiple testing options. NEW--Case scenarios and troubleshooting labs for real-world expertise. NEW--120-day evaluation version of Windows XP Professional software with Windows XP Service Pack 2.NEW--eBook in PDF format. NEW--Microsoft Encyclopedia of Security eBook. NEW--Microsoft Encyclopedia of Networking, Second Edition eBook.For customers who purchase an ebook version of this title, instructions for downloading the CD files can be found in the ebook.

Web Operations: Keeping the Data on Time


John Allspaw - 2010
    It's the expertise you need when your start-up gets an unexpected spike in web traffic, or when a new feature causes your mature application to fail. In this collection of essays and interviews, web veterans such as Theo Schlossnagle, Baron Schwartz, and Alistair Croll offer insights into this evolving field. You'll learn stories from the trenches--from builders of some of the biggest sites on the Web--on what's necessary to help a site thrive.Learn the skills needed in web operations, and why they're gained through experience rather than schoolingUnderstand why it's important to gather metrics from both your application and infrastructureConsider common approaches to database architectures and the pitfalls that come with increasing scaleLearn how to handle the human side of outages and degradationsFind out how one company avoided disaster after a huge traffic delugeDiscover what went wrong after a problem occurs, and how to prevent it from happening againContributors include:John AllspawHeather ChampMichael ChristianRichard CookAlistair CrollPatrick DeboisEric FlorenzanoPaul HammondJustin HuffAdam JacobJacob LoomisMatt MassieBrian MoonAnoop NagwaniSean PowerEric RiesTheo SchlossnagleBaron SchwartzAndrew Shafer

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.

Accounts Demystified: The Astonishingly Simple Guide to Accounting


Anthony Rice - 2003
    Written in a way that even the financial novice can easily absorb, this is a new edition of the bestselling guide to understanding and using business accounts and accounting principles.

Making It Right: Product Management For A Startup World


Rian van der Merwe - 2014
    It's not for the faint of heart. It's for people who want to move mountains. It swallows some whole, but others derive endless invigoration and passion from the pace and the impact and the glory and the huge potential for failure as well as success. There's no other job like it, and this is a book to help you make it your job. The role of a product manager goes by many different names - and if that's not reason enough to be confused, some companies define product manager completely differently from how it's understood elsewhere. We sometimes get stuck in our quest to define the damn thing, but in the case of product management, it's effort well spent, because it's quite the jungle out there.

Copying and Pasting from Stack Overflow


Vinit Nayak - 2016
    Mastering this art will not only make you the most desired developer in the market, but it will transform the craziest deadline into "Consider it done, Sir".