This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly.
What makes things popular?
If you said advertising, think again. People don’t listen to advertisements, they listen to their peers. But why do people talk about certain products and ideas more than others? Why are some stories and rumors more infectious? And what makes online content go viral?
Wharton marketing professor Jonah Berger has spent the last decade answering these questions. He’s studied why New York Times articles make the paper’s own Most E-mailed List, why products get word of mouth, and how social influence shapes everything from the cars we buy to the clothes we wear to the names we give our children. In this book, Berger reveals the secret science behind word-of-mouth and social transmission. Discover how six basic principles drive all sorts of things to become contagious, from consumer products and policy initiatives to workplace rumors and YouTube videos.
Contagious combines groundbreaking research with powerful stories. Learn how a luxury steakhouse found popularity through the lowly cheese-steak, why anti-drug commercials might have actually increased drug use, and why more than 200 million consumers shared a video about one of the seemingly most boring products there is: a blender. If you’ve wondered why certain stories get shared, e-mails get forwarded, or videos go viral, Contagious explains why, and shows how to leverage these concepts to craft contagious content. This book provides a set of specific, actionable techniques for helping information spread—for designing messages, advertisements, and information that people will share. Whether you’re a manager at a big company, a small business owner trying to boost awareness, a politician running for office, or a health official trying to get the word out, Contagious will show you how to make your product or idea catch on.
Blending the informed analysis of The Signal and the Noise with the instructive iconoclasm of Think Like a Freak, a fascinating, illuminating, and witty look at what the vast amounts of information now instantly available to us reveals about ourselves and our world—provided we ask the right questions.
By the end of an average day in the early twenty-first century, human beings searching the internet will amass eight trillion gigabytes of data. This staggering amount of information—unprecedented in history—can tell us a great deal about who we are—the fears, desires, and behaviors that drive us, and the conscious and unconscious decisions we make. From the profound to the mundane, we can gain astonishing knowledge about the human psyche that less than twenty years ago, seemed unfathomable.
Everybody Lies offers fascinating, surprising, and sometimes laugh-out-loud insights into everything from economics to ethics to sports to race to sex, gender and more, all drawn from the world of big data. What percentage of white voters didn’t vote for Barack Obama because he’s black? Does where you go to school effect how successful you are in life? Do parents secretly favor boy children over girls? Do violent films affect the crime rate? Can you beat the stock market? How regularly do we lie about our sex lives and who’s more self-conscious about sex, men or women?
Investigating these questions and a host of others, Seth Stephens-Davidowitz offers revelations that can help us understand ourselves and our lives better. Drawing on studies and experiments on how we really live and think, he demonstrates in fascinating and often funny ways the extent to which all the world is indeed a lab. With conclusions ranging from strange-but-true to thought-provoking to disturbing, he explores the power of this digital truth serum and its deeper potential—revealing biases deeply embedded within us, information we can use to change our culture, and the questions we’re afraid to ask that might be essential to our health—both emotional and physical. All of us are touched by big data everyday, and its influence is multiplying. Everybody Lies challenges us to think differently about how we see it and the world.
Sun Tzu and Sun Pin's timeless strategic masterpieces are constantly analyzed and interpreted by leaders worldwide. For the first time ever, author D.E. Tarver explains the classic texts, The Art of War by Sun Tzu and The Art of Warfare by Sun Pin, in plain English.
War is the perfect training ground for teaching Sun Tzu's ancient philosophies to attaining victory over an opponent. The Art of War outlines the steps for outwitting the enemy, be it an army of 10,000 or an unresponsive client.
The Art of War teaches leaders strategies to attain victory by: Knowing when to stand up to an opponent, and when to back down. How to be confident without being overly confident. Considering the cost of the campaign before launching an attack. Avoiding an opponent's strengths and striking his weaknesses.
"The one who is first to the field of battle has time to rest, while his opponent rushes into the conflict weary and confused. The first will be fresh and alert. The second will waste most of his energy trying to catch up." Be the first to the battlefield with The Art of War.
THE SCARY TRUTH: The middle-class consumer population—and their buying power—is massively shrinking. Customers are buying less and in fewer categories.
THE SILVER LINING: It takes no more work to attract customers from the explosively growing Mass-Affluent, Affluent, and Ultra-Affluent populations eager to pay premium prices in return for exceptional expertise, service, and experiences.
Millionaire maker Dan S. Kennedy, joined by branding experts Nick Nanton, J.W. Dicks and team, show you how to re-position your business, practice, or sales career to attract customers or clients for whom price is NOT a determining factor. Learn how to sell to those who will always be spending.
• Practical Strategies Revealed: Ritz-Carlton, Disney, Harrah’s Entertainment, Dove, AARP, Dr. Oz, Starbucks, Williams-Sonoma, DeBeers, the health and wellness industry and many other fascinating and diverse true-life examples
• E-Factors: 10 surprising Emotional Buy Triggers the affluent find irresistible
• Stop Selling Products and Services: Learn how selling aspirations and emotional fulfillment is more profitable
• StorySelling™: Learn how to scale the affluents’ “sales wall”
• Million-Dollar Marketing System: Step-by-step blueprint comparable to those developed for six-figure clients, ready for do-it-yourself use
An engaging book that brings new relevance to the old proverb “Give and you shall receive”
The Go-Giver tells the story of an ambitious young man named Joe who yearns for success. Joe is a true go-getter, though sometimes he feels as if the harder and faster he works, the further away his goals seem to be. And so one day, desperate to land a key sale at the end of a bad quarter, he seeks advice from the enigmatic Pindar, a legendary consultant referred to by his many devotees simply as the Chairman.
Over the next week, Pindar introduces Joe to a series of “go-givers:” a restaurateur, a CEO, a financial adviser, a real estate broker, and the “Connector,” who brought them all together. Pindar’s friends share with Joe the Five Laws of Stratospheric Success and teach him how to open himself up to the power of giving.
Joe learns that changing his focus from getting to giving—putting others’ interests first and continually adding value to their lives—ultimately leads to unexpected returns.
Imparted with wit and grace, The Go-Giver is a heartwarming and inspiring tale that brings new relevance to the old proverb “Give and you shall receive.”
From the Hardcover edition.
be a better spouse? Not communicating well with your employees? Having
trouble building business relationships? Or would you just like to
improve your people skills and your ability to make strong, lasting
impressions on the men and women you meet every day? The solution is
"Skill With People!" Les Giblin's timeless classic has what you need to
get on the fast track to success at home, at work, and in business.
Life lessons from the Master of basic people skills.
as "the most wisdom in the least words", Skill With People has sold
over 2 Million copies and has been translated into 20 languages.
Credited with transforming the lives of its many readers,
Skill with People is a must-have for everyone's personal
library.Communicate with impact.
Influence with certainty. Listen with sensitivity. "Skill With People" shows you how!
They have mastered the art of dealing with people!
Let this book show you how to:
Achieve your goals Handle the human ego Become a master conversationalist Make others feel good about themselves And much more!
with people is the one essential ingredient for success and happiness
at home and in business. "The Art of Dealing With People" gives you the
skills to take your people skills to a level that you never thought
Skill in human relations is similar to skill in any
other field, in that success depends on understanding and mastering
certain basic general principles. You must not only know what to do, but
why you're doing it.
As far as basic principles are concerned,
people are all the same. Yet each individual person you meet is
different. If you attempted to learn some gimmick to deal successfully
with each separate individual you met, you would be face with a hopeless
Influencing people is an art, not a gimmick. When you
apply gimmicks in a superficial, mechanical manner, you go through the
same motions as the person who "has a way," but it doesn't work for you.
The purpose of this book is to give you knowledge based upon an
understanding of human nature: why people act the way they do. The
methods presented in this book have been tested on thousands of people
who have attended my human relations seminars. They are not just my pet
ideas of how you should deal with people, but ideas that have stood the
test of how you must deal with people. That is, if you want to get along
with them and get what you want at the same time.
Yes, we all
want success and happiness. And the day is long past, if it ever
existed, when you could achieve these goals by forcing people to give
you what you want. And begging is no better, for no one has respect for,
or any desire to help, the person who constantly kowtows and literally
goes around with his hand out, begging other people to like him.
one successful way to get the things you want from life is to acquire
skill in dealing with people. Download now and you will learn how.
Early in his sales career, world-renowned sales expert Brian Tracy couldn't find a way to overcome that simple five-word objection and close the sale. Then he discovered a technique that worked. Business boomed. Tracy broke every sales record in his company and increased his income twenty-fold.
Since that breakthrough many years ago, Tracy has meticulously studied and collected the best of the best in sales-closing techniques. Now, in The Art of Closing the Sale, he shares this wealth of knowledge that has already helped more than one million people maximize their sales results.
No matter how eloquent or passionate a salesperson you may be, no matter how friendly your smile or likable your personality, if you can't close the sale, your efforts yield nothing.
The Art of Closing the Sale teaches the learnable skills that anyone can use to transform the sales process into a consistent win. This book is an absolute must-read for every sales professional seeking to boost their career and create a future of success.
If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out.Get a crash course in PythonLearn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data scienceCollect, explore, clean, munge, and manipulate dataDive into the fundamentals of machine learningImplement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clusteringExplore recommender systems, natural language processing, network analysis, MapReduce, and databases
Before Grant Cardone built five successful companies (and counting), became a multimillionaire, and wrote bestselling books... he was broke, jobless, and drug-addicted.
Grant had grown up with big dreams, but friends and family told him to be more reasonable and less demanding. If he played by the rules, they said, he could enjoy everyone else’s version of middle class success. But when he tried it their way, he hit rock bottom.
Then he tried the opposite approach. He said NO to the haters and naysayers and said YES to his burning, outrageous, animal obsession. He reclaimed his obsession with wanting to be a business rock star, a super salesman, a huge philanthropist. He wanted to live in a mansion and even own an airplane.
Obsession made all of his wildest dreams come true. And it can help you achieve massive success too. As Grant says, we're in the middle of an epidemic of average. The conventional wisdom is to seek balance and take it easy. But that has really just given us an excuse to be unexceptional.
If you want real success, you have to know how to harness your obsession to rocket to the top. This book will give you the inspiration and tools to break out of your cocoon of mediocrity and achieve your craziest dreams. Grant will teach you how to:
· Set crazy goals—and reach them, every single day.
· Feed the beast: when you value money and spend it on the right things, you get more of it.
· Shut down the doubters—and use your haters as fuel.
Whether you're a sales person, small business owner, or 9-to-5 working stiff, your path to happiness runs though your obsessions. It's a simple choice: be obsessed or be average.
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
If you want to find out how to use Python to start answering critical questions of your data, pick up Python Machine Learning – whether you want to get started from scratch or want to extend your data science knowledge, this is an essential and unmissable resource.What You Will LearnExplore how to use different machine learning models to ask different questions of your dataLearn how to build neural networks using Keras and TheanoFind out how to write clean and elegant Python code that will optimize the strength of your algorithmsDiscover how to embed your machine learning model in a web application for increased accessibilityPredict continuous target outcomes using regression analysisUncover hidden patterns and structures in data with clusteringOrganize data using effective pre-processing techniquesGet to grips with sentiment analysis to delve deeper into textual and social media dataIn Detail
Machine learning and predictive analytics are transforming the way businesses and other organizations operate. Being able to understand trends and patterns in complex data is critical to success, becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace. Python can help you deliver key insights into your data – its unique capabilities as a language let you build sophisticated algorithms and statistical models that can reveal new perspectives and answer key questions that are vital for success.
Python Machine Learning gives you access to the world of predictive analytics and demonstrates why Python is one of the world's leading data science languages. If you want to ask better questions of data, or need to improve and extend the capabilities of your machine learning systems, this practical data science book is invaluable. Covering a wide range of powerful Python libraries, including scikit-learn, Theano, and Keras, and featuring guidance and tips on everything from sentiment analysis to neural networks, you'll soon be able to answer some of the most important questions facing you and your organization.Style and approach
Python Machine Learning connects the fundamental theoretical principles behind machine learning to their practical application in a way that focuses you on asking and answering the right questions. It walks you through the key elements of Python and its powerful machine learning libraries, while demonstrating how to get to grips with a range of statistical models.
Smart and accessible, The 22 Immutable Laws of Branding is the definitive text on branding, pairing anecdotes about some of the best brands in the world, like Rolex, Volvo, and Heineken, with the signature savvy of marketing gurus Al and Laura Ries. Combining The 22 Immutable Laws of Branding and The 11 Immutable Laws of Internet Branding, this book proclaims that the only way to stand out in today's marketplace is to build your product or service into a brand—and provides the step-by-step instructions you need to do so.
The 22 Immutable Laws of Branding also tackles one of the most challenging marketing problems today: branding on the Web. The Rieses divulge the controversial and counterintuitive strategies and secrets that both small and large companies have used to establish internet brands. The 22 Immutable Laws of Branding is the essential primer on building a category-dominating, world-class brand.
As instructive as it is innovative, Unlabel empowers you to channel your creativity, find the courage to defy convention, and summon the confidence to act and compete in any environment.
This visual blueprint teaches you how to grow both creatively and commercially by testing your personal brand against the principles of the Authenticity Formula.
Marc Ecko shares the bruising mistakes and remarkable triumphs that reveal the truth behind his success, growing from a misfit kid airbrushing T-shirts in his parents’ garage to the bold creator of two hugely successful branded platforms—Ecko Unltd. and Complex Media. As Ecko explains, it’s not enough to simply merge your inner artist with business savvy, you must understand the anatomy of a brand, starting with its authentic spine.
With Unlabel, you will discover your own voice by overcoming fear, take action and deliver on your promises, understand why failure is essential, learn how your product or service makes people feel, and recognize if your nostalgia for the past is hampering your ability to envision your future.
Unlabel provides a bold and honest approach to building an authentic personal brand, and a roadmap for growing a bootstrap start-up into a sustainable business.
Updated to reflect recent advances in MySQL and InnoDB performance, features, and tools, this third edition not only offers specific examples of how MySQL works, it also teaches you why this system works as it does, with illustrative stories and case studies that demonstrate MySQL’s principles in action. With this book, you’ll learn how to think in MySQL.Learn the effects of new features in MySQL 5.5, including stored procedures, partitioned databases, triggers, and viewsImplement improvements in replication, high availability, and clusteringAchieve high performance when running MySQL in the cloudOptimize advanced querying features, such as full-text searchesTake advantage of modern multi-core CPUs and solid-state disksExplore backup and recovery strategies—including new tools for hot online backups
An ideal resource for busy managers and professionals seeking to build and expand their marketing research skills, The Market Research Toolbox, Fourth Edition describes how to use market research to make strategic business decisions. This comprehensive collection of essential market research techniques, skills, and applications helps readers solve real-world business problems in a dynamic and rapidly changing business atmosphere. Based on real-world experiences, author Edward F. McQuarrie gives special attention to business-to-business markets, technology products, Big Data, and other web-enabled approaches. Readers with limited time or resources can easily translate the approaches from mass markets, simple products, and stable technologies to their own situations. Readers will master background context and the questions to ask before conducting research, as well as develop strategies for sorting through the extensive specialized material on market research.
Author Richard L. Oliver traces the history of consumer satisfaction from its earliest roots, and brings together the very latest thinking on the consequences of satisfying (or not satisfying) a firm's customers. He describes today's best practices in business, and broadens the determinants of satisfaction to include needs, quality, fairness, and regret (what might have been).
The chapters in atisfaction culminate in Oliver's detailed model of consumption processing and his satisfaction measurment scale. The text concludes with a section on the long-term effects of satisfaction, and why an understanding of satisfaction psychology is vitally important to top management.
Let's face it, SQL is a deceptively simple language to learn, and many database developers never go far beyond the simple statement: SELECT columns FROM table WHERE conditions. But there is so much more you can do with the language. In the SQL Cookbook, experienced SQL developer Anthony Molinaro shares his favorite SQL techniques and features. You'll learn about:
Window functions, arguably the most significant enhancement to SQL in the past decade. If you're not using these, you're missing out
Powerful, database-specific features such as SQL Server's PIVOT and UNPIVOT operators, Oracle's MODEL clause, and PostgreSQL's very useful GENERATE_SERIES function
Pivoting rows into columns, reverse-pivoting columns into rows, using pivoting to facilitate inter-row calculations, and double-pivoting a result set
Bucketization, and why you should never use that term in Brooklyn.
How to create histograms, summarize data into buckets, perform aggregations over a moving range of values, generate running-totals and subtotals, and other advanced, data warehousing techniques
The technique of walking a string, which allows you to use SQL to parse through the characters, words, or delimited elements of a string
Written in O'Reilly's popular Problem/Solution/Discussion style, the SQL Cookbook is sure to please. Anthony's credo is: "When it comes down to it, we all go to work, we all have bills to pay, and we all want to go home at a reasonable time and enjoy what's still available of our days." The SQL Cookbook moves quickly from problem to solution, saving you time each step of the way.
The Big Data-Driven Business: How to Use Big Data to Win Customers, Beat Competitors, and Boost Profits makes the case that big data is for real, and more than just big hype. The book uses real-life examples—from Nate Silver to Copernicus, and Apple to Blackberry—to demonstrate how the winners of the future will use big data to seek the truth. Written by a marketing journalist and the CEO of a multi-million-dollar B2B marketing platform that reaches more than 90% of the U.S. business population, this book is a comprehensive and accessible guide on how to win customers, beat competitors, and boost the bottom line with big data.
The marketplace has entered an era where the customer holds all the cards. With unprecedented choice in both the consumer world and the B2B world, it's imperative that businesses gain a greater understanding of their customers and prospects. Big data is the key to this insight, because it provides a comprehensive view of a company's customers—who they are, and who they may be tomorrow. The Big Data-Driven Business is a complete guide to the future of business as seen through the lens of big data, with expert advice on real-world applications.Learn what big data is, and how it will transform the enterprise Explore why major corporations are betting their companies on marketing technology Read case studies of big data winners and losers Discover how to change privacy and security, and remodel marketing
Better information allows for better decisions, better targeting, and better reach. Big data has become an indispensable tool for the most effective marketers in the business, and it's becoming less of a competitive advantage and more like an industry standard. Remaining relevant as the marketplace evolves requires a full understanding and application of big data, and The Big Data-Driven Business provides the practical guidance businesses need.
The Marketing Performance Blueprint is an actionable and innovative guide to unlocking your potential as a marketer and accelerating success for your business. With an eye toward the marketing industry's rapid evolution, this book focuses on the processes, technologies, and strategies that are redefining the marketing environment. Step by step, you will learn how to build performance-driven organizations that exceed ROI expectations and outpace the competition. Companies are demanding a more technical, scientific approach to marketing, and this guide provides the key information that helps marketing professionals choose the right tools and recruit the right talent to more effectively build brand, generate leads, convert sales, and increase customer loyalty.
Marketers are facing increased pressure to connect every dollar spent to bottom-line results. As the industry advances, the tremendous gaps in talent, technology, and strategy leave many professionals underprepared and underperforming. The Marketing Performance Blueprint helps bridge those gaps:Align marketing talent, technology, and strategy to reach performance goals Drive digital marketing transformation within your organization Recruit, train, and retain a modern marketing team Propel growth through digital-savvy marketing agency partners Adapt more quickly to marketing technology advancements Create connected customer experiences Turn marketing data into intelligence, and intelligence into action Devise integrated marketing strategies that deliver real business results
The marketers who will redefine the industry in the coming months and years will never stop challenging conventional knowledge and solutions. Whether in terms of evolved talent, advanced technology, or more intelligent and integrated strategies, these driven professionals will be in demand as the pioneers of the new marketing era. The Marketing Performance Blueprint helps marketers blaze a trail of their own by providing a roadmap to success.
Based on extensive interviews with the scientists, engineers, administrators, and executives who lived the story, this riveting chronicle details PARC's humble beginnings through its triumph as a hothouse for ideas, and shows why Xerox was never able to grasp, and ultimately exploit, the cutting-edge innovations PARC delivered. Dealers of Lightning offers an unprecedented look at the ideas, the inventions, and the individuals that propelled Xerox PARC to the frontier of technohistoiy--and the corporate machinations that almost prevented it from achieving greatness.
Every day in business we make decisions. To reduce the risk associated with making these decisions, it's essential to understand your consumer and your market, and this is why we conduct market research. Decisions are not taken in a vacuum; there are competitive products and services in your marketplace, which means that consumers can choose whether or not to buy your product. Some decisions are high risk such as launching a new product, changing the packaging of an existing product, making a price change, changing the creative direction or strategy of the advertising or selling into new markets. How will your consumers react to the decisions you make and how will your competitors respond?
This book takes you through the market research process from initial problem identification through research design, consideration of alternative methodologies, briefing an agency, questionnaire design and approval, to managing the project, analysis and presentation of results.
Whether you use an outside research agency or your own market research or consumer insight department, spending a week to understand the process will give you unique skills which will ensure that you get the research results you need that will address the marketing questions you have.
Each of the seven chapters in Market Research In A Week covers a different aspect:
- Sunday: Market research and project design
- Monday: The research brief and research proposal
- Tuesday: Qualitative market research
- Wednesday: Quantitative market research
- Thursday: Questionnaire and topic guide design
- Friday: Research analysis
- Saturday: Report writing and presentation skills
Updated for R 2.14 and 2.15, this second edition includes new and expanded chapters on R performance, the ggplot2 data visualization package, and parallel R computing with Hadoop.Get started quickly with an R tutorial and hundreds of examplesExplore R syntax, objects, and other language detailsFind thousands of user-contributed R packages online, including BioconductorLearn how to use R to prepare data for analysisVisualize your data with R’s graphics, lattice, and ggplot2 packagesUse R to calculate statistical fests, fit models, and compute probability distributionsSpeed up intensive computations by writing parallel R programs for HadoopGet a complete desktop reference to R
“Two or three years from now, every public relations firm that wants to be taken seriously in the C-suite and/or a lead marketing role will have someone like Marshall in its senior leadership ranks, a chief analytics officer responsible for ensuring that account leaders think more deeply about analytics and that thfirm works with the best available outside suppliers to integrate analytics appropriately.”
—Paul Holmes, The Holmes Report
“Marshall has provided much-needed discipline to our newest marketing frontier—a territory full of outlaws, medicine men, dot com tumbleweeds, and snake oil.”
—Ryan Rasmussen, VP Research, Zócalo Group
“Marshall Sponder stands apart from the crowd with this work. His case study approach, borne of real-world experience, provides the expert and the amateur alike with bibliography, tools, links, and examples to shortcut the path to bedrock successes. This is a reference work for anyone who wants to explore the potential of social networks.”
—W. Reid Cornwell, Ph.D., Chief Scientist, The Center for Internet Research
“Marshall is a solutions design genius of unparalleled knowledge and acumen, and when he applies himself to the business of social media, the result is a timely and important commentary on the state of research capabilities for social media.”
—Barry Fleming, Director, Analytics & Insights, WCG, and Principal, DharmaBuilt.com
About the Book
Practically overnight, social media has become a critical tool for every marketing objective—from outreach and customer relations to branding and crisis management. For the most part, however, the data collected through social media is just that: data. It usually seems to hold little or no meaning on which to base business decisions. But the meaning is there . . . if you’re applying the right systems and know how to use them.
With Social Media Analytics, you’ll learn how to get supremely valuable information from this revolutionary new marketing tool. One of the most respected leaders in his field and a pioneer in Web analytics, Marshall Sponder shows how to:Choose the best social media platforms for your needs Set up the right processes to achieve your goals Extract the hidden meaning from all the data you collect Quantify your results and determine ROI
Filled with in-depth case studies from a range of industries, along with detailed reviews of several social-monitoring platforms, Social Media Analytics takes you beyond “up-to-date” and leads you well into the future—and far ahead of your competition. You will learn how to use the most sophisticated methods yet known to find customers, create relevant content (and track it), mash up data from disparate sources, and much more. Sponder concludes with an insightful look at where the field will likely be going during the next few years.
Whether your social media marketing efforts are directed at B2B, B2C, C2C, nonprofit, corporate, or public sector aims, take them to the next step with the techniques, strategies, and methods in Social Media Analytics—the most in-depth, forward-looking book on the subject.
This major new edition features many topics not covered in the original, including graphical models, random forests, ensemble methods, least angle regression & path algorithms for the lasso, non-negative matrix factorization, and spectral clustering. There is also a chapter on methods for ``wide'' data (p bigger than n), including multiple testing and false discovery rates.
Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie co-developed much of the statistical modeling software and environment in R/S-PLUS and invented principal curves and surfaces. Tibshirani proposed the lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, projection pursuit and gradient boosting.
Levi Strauss isn’t alone. Too many corporations outsource their understanding of culture to trend hunters, cool watchers, marketing experts, consulting firms, and, sometimes, teenage interns. The cost to Levi-Strauss was a billion dollars. The cost to the rest of corporate America is immeasurable.
The lesson? The American corporation needs a new professional. It needs a Chief Culture Officer.
Grant McCracken, an anthropologist who now trains some of the world’s biggest companies and consulting firms, argues that the CCO would keep a finger on the pulse of contemporary cultural trends—from sneakers to slow food to preppies—while developing a systematic understanding of the deep waves of culture in America and the world. The CCO’s professionalism would allow the corporation to see coming changes, even when they only exist as the weakest of signals.
Delightfully authoritative, trenchantly on point, bursting with insight and character, Chief Culture Officer is sure to expand your horizons—and your business.
The average conversion rate—the rate at which visitors convert into customers—across the web is only 2%. That means it's likely that 98% of visitors to your website won't end up converting into customers.
What's the solution? A/B testing.
A/B testing is the simple idea of showing several different versions of a web page to live traffic, and then measuring the effect each version has on visitors. Using A/B testing, companies can improve the effectiveness of their marketing and user experience and, in doing so, can sometimes double or triple their conversion rates. Testing has been fundamental in driving the success of Google, Amazon, Netflix, and other top tech companies. Even Barack Obama and Mitt Romney had dedicated teams A/B testing their campaign websites during the 2012 Presidential race.
In the past, marketing teams were unable to unleash the power of A/B testing because it required costly engineering and IT resources. Today, a new generation of technology that enables marketers to run A/B tests without depending on engineers is emerging and quickly becoming one of the most powerful tools for making data-driven decisions.
Authors Dan Siroker and Pete Koomen are cofounders of Optimizely, the leading A/B testing platform used by more than 5,000 organizations across the world. A/B Testing: The Most Powerful Way to Turn Clicks Into Customers offers best practices and lessons learned from more than 300,000 experiments run by Optimizely customers. You'll learn:What to test How to choose the testing solution that's right for your organization How to assemble an A/B testing dream team How to create personalized experiences for every visitor And much more Marketers and web professionals will become obsolete if they don't embrace a data-driven approach to decision making. This book shows you how, no matter your technical expertise.
This updated second edition provides guidance for database developers, advanced configuration for system administrators, and an overview of the concepts and use cases for other people on your project. Ideal for NoSQL newcomers and experienced MongoDB users alike, this guide provides numerous real-world schema design examples.Get started with MongoDB core concepts and vocabularyPerform basic write operations at different levels of safety and speedCreate complex queries, with options for limiting, skipping, and sorting resultsDesign an application that works well with MongoDBAggregate data, including counting, finding distinct values, grouping documents, and using MapReduceGather and interpret statistics about your collections and databasesSet up replica sets and automatic failover in MongoDBUse sharding to scale horizontally, and learn how it impacts applicationsDelve into monitoring, security and authentication, backup/restore, and other administrative tasks
Rather than run through all possible scenarios, this pragmatic operations guide calls out what works, as demonstrated in critical deployments.Get a high-level overview of HDFS and MapReduce: why they exist and how they workPlan a Hadoop deployment, from hardware and OS selection to network requirementsLearn setup and configuration details with a list of critical propertiesManage resources by sharing a cluster across multiple groupsGet a runbook of the most common cluster maintenance tasksMonitor Hadoop clusters—and learn troubleshooting with the help of real-world war storiesUse basic tools and techniques to handle backup and catastrophic failure
Detailing the hows and the whys of successful Essbase implementation, the book arms you with simple yet powerful tools to meet your immediate needs, as well as the theoretical knowledge to proceed to the next level with Essbase. Infrastructure, data sourcing and transformation, database design, calculations, automation, APIs, reporting, and project implementation are covered by subject matter experts who work with the tools and techniques on a daily basis. In addition to practical cases that illustrate valuable lessons learned, the book offers:
Undocumented Secrets—Dan Pressman describes the previously unpublished and undocumented inner workings of the ASO Essbase engine. Authoritative Experts—If you have questions that no one else can solve, these 12 Essbase professionals are the ones who can answer them. Unpublished—Includes the only third-party guide to infrastructure. Infrastructure is easy to get wrong and can doom any Essbase project. Comprehensive—Let there never again be a question on how to create blocks or design BSO databases for performance—Dave Farnsworth provides the answers within. Innovative—Cameron Lackpour and Joe Aultman bring new and exciting solutions to persistent Essbase problems.
With a list of contributors as impressive as the program of presenters at a leading Essbase conference, this book offers unprecedented access to the insights and experiences of those at the forefront of the field. The previously unpublished material presented in these pages will give you the practical knowledge needed to use this powerful and intuitive tool to build highly useful analytical models, reporting systems, and forecasting applications.
Bayesian methods of inference are deeply natural and extremely powerful. However, most discussions of Bayesian inference rely on intensely complex mathematical analyses and artificial examples, making it inaccessible to anyone without a strong mathematical background. Now, though, Cameron Davidson-Pilon introduces Bayesian inference from a computational perspective, bridging theory to practice–freeing you to get results using computing power.
Bayesian Methods for Hackers illuminates Bayesian inference through probabilistic programming with the powerful PyMC language and the closely related Python tools NumPy, SciPy, and Matplotlib. Using this approach, you can reach effective solutions in small increments, without extensive mathematical intervention.
Davidson-Pilon begins by introducing the concepts underlying Bayesian inference, comparing it with other techniques and guiding you through building and training your first Bayesian model. Next, he introduces PyMC through a series of detailed examples and intuitive explanations that have been refined after extensive user feedback. You’ll learn how to use the Markov Chain Monte Carlo algorithm, choose appropriate sample sizes and priors, work with loss functions, and apply Bayesian inference in domains ranging from finance to marketing. Once you’ve mastered these techniques, you’ll constantly turn to this guide for the working PyMC code you need to jumpstart future projects.
• Learning the Bayesian “state of mind” and its practical implications
• Understanding how computers perform Bayesian inference
• Using the PyMC Python library to program Bayesian analyses
• Building and debugging models with PyMC
• Testing your model’s “goodness of fit”
• Opening the “black box” of the Markov Chain Monte Carlo algorithm to see how and why it works
• Leveraging the power of the “Law of Large Numbers”
• Mastering key concepts, such as clustering, convergence, autocorrelation, and thinning
• Using loss functions to measure an estimate’s weaknesses based on your goals and desired outcomes
• Selecting appropriate priors and understanding how their influence changes with dataset size
• Overcoming the “exploration versus exploitation” dilemma: deciding when “pretty good” is good enough
• Using Bayesian inference to improve A/B testing
• Solving data science problems when only small amounts of data are available
Cameron Davidson-Pilon has worked in many areas of applied mathematics, from the evolutionary dynamics of genes and diseases to stochastic modeling of financial prices. His contributions to the open source community include lifelines, an implementation of survival analysis in Python. Educated at the University of Waterloo and at the Independent University of Moscow, he currently works with the online commerce leader Shopify.
Using Hadoop 2 exclusively, author Tom White presents new chapters on YARN and several Hadoop-related projects such as Parquet, Flume, Crunch, and Spark. You’ll learn about recent changes to Hadoop, and explore new case studies on Hadoop’s role in healthcare systems and genomics data processing.Learn fundamental components such as MapReduce, HDFS, and YARNExplore MapReduce in depth, including steps for developing applications with itSet up and maintain a Hadoop cluster running HDFS and MapReduce on YARNLearn two data formats: Avro for data serialization and Parquet for nested dataUse data ingestion tools such as Flume (for streaming data) and Sqoop (for bulk data transfer)Understand how high-level data processing tools like Pig, Hive, Crunch, and Spark work with HadoopLearn the HBase distributed database and the ZooKeeper distributed configuration service
This book will help you:Become a contributor on a data science team Deploy a structured lifecycle approach to data analytics problems Apply appropriate analytic techniques and tools to analyzing big data Learn how to tell a compelling story with data to drive business action Prepare for EMC Proven Professional Data Science Certification
Corresponding data sets are available at www.wiley.com/go/9781118876138.
Get started discovering, analyzing, visualizing, and presenting data in a meaningful way today!
The example code for this unique data science book is maintained in a public GitHub repository. It’s designed to be easily accessible through a turnkey virtual machine that facilitates interactive learning with an easy-to-use collection of IPython Notebooks.
Formed in 2002 by Elon Musk, the founder of PayPal and the Zip2 Corporation, SpaceX has already developed two state-of-the-art new launch vehicles, established an impressive launch manifest, and been awarded COTS funding by NASA to demonstrate delivery and return of cargo to the ISS.
This book describes how simplicity, low-cost, and reliability can go hand in hand, as promoted in the philosophy of SpaceX. It explains how, by eliminating the traditional layers of internal management and external sub-contractors and keeping the vast majority of manufacturing in house, SpaceX reduces its costs while accelerating decision making and delivery, controls quality, and ensures constant liaison between the design and manufacturing teams.
This book offers practical answers to some of the hardest questions faced by PL/SQL developers, including:What is the best way to write the SQL logic in my application code?
How should I write my packages so they can be leveraged by my entire team of developers?
How can I make sure that all my team's programs handle and record errors consistently?Oracle PL/SQL Best Practices summarizes PL/SQL best practices in nine major categories: overall PL/SQL application development; programming standards; program testing, tracing, and debugging; variables and data structures; control logic; error handling; the use of SQL in PL/SQL; building procedures, functions, packages, and triggers; and overall program performance.
This book is a concise and entertaining guide that PL/SQL developers will turn to again and again as they seek out ways to write higher quality code and more successful applications.
"This book presents ideas that make the difference between a successful project and one that never gets off the ground. It goes beyond just listing a set of rules, and provides realistic scenarios that help the reader understand where the rules come from. This book should be required reading for any team of Oracle database professionals."
--Dwayne King, President, KRIDAN Consulting
Keywords: FMCG , History, Manufactures, Brands, Innovation, Global, Consumer, Retail, Market, Emerging Markets, Coke, Colgate-Palmolive, Danone, Dean Foods, Estée Lauder, General Mills, Heinz, Henkel, Kellog, Kimberly-Clark, Kraft, L'Oréal, Mars, Nestlé, Procter & Gamble, Pepsi, Reckitt Benckiser, Unilever
The Silicon Jungle is a cautionary fictional tale of data mining’s promise and peril. Baluja raises ethical questions about contemporary technological innovations, and how minute details can be routinely pieced together into rich profiles that reveal our habits, goals, and secret desires—all ready to be exploited.
The Concept and Object Modeling Notation (COMN) is able to cover the full spectrum of analysis and design. A single COMN model can represent the objects and concepts in the problem space, logical data design, and concrete NoSQL and SQL document, key-value, columnar, and relational database implementations. COMN models enable an unprecedented level of traceability of requirements to implementation. COMN models can also represent the static structure of software and the predicates that represent the patterns of meaning in databases.
This book will teach you:the simple and familiar graphical notation of COMN with its three basic shapes and four line styles how to think about objects, concepts, types, and classes in the real world, using the ordinary meanings of English words that aren’t tangled with confused techno-speak how to express logical data designs that are freer from implementation considerations than is possible in any other notation how to understand key-value, document, columnar, and table-oriented database designs in logical and physical terms how to use COMN to specify physical database implementations in any NoSQL or SQL database with the precision necessary for model-driven development
Legendary business writer Seth Godin has three essential questions for every marketer:
“What’s your story?”
“Will the people who need to hear this story believe it?”
“Is it true?”
All marketers tell stories. And if they do it right, we believe them. We believe that wine tastes better in a $20 glass than a $1 glass. We believe that an $80,000 Porsche is vastly superior to a $36,000 Volkswagen that’s virtually the same car. We believe that $225 sneakers make our feet feel better—and look cooler—than a $25 brand. And believing it makes it true.
As Seth Godin has taught hundreds of thousands of marketers and students around the world, great marketers don’t talk about features or even benefits. Instead, they tell a story—a story we want to believe, whether it’s factual or not. In a world where most people have an infinite number of choices and no time to make them, every organization is a marketer, and all marketing is about telling stories.
Marketers succeed when they tell us a story that fits our worldview, a story that we intuitively embrace and then share with our friends. Think of the Dyson vacuum cleaner, or Fiji water, or the iPod.
But beware: If your stories are inauthentic, you cross the line from fib to fraud. Marketers fail when they are selfish and scurrilous, when they abuse the tools of their trade and make the world worse. That’s a lesson learned the hard way by telemarketers, cigarette companies, and sleazy politicians.
But for the rest of us, it’s time to embrace the power of the story. As Godin writes, “Stories make it easier to understand the world. Stories are the only way we know to spread an idea. Marketers didn’t invent storytelling. They just perfected it.”
From the Trade Paperback edition.
Daymond John has been practicing the power of broke ever since he started selling his home-sewn t-shirts on the streets of Queens. With no funding and a $40 budget, Daymond had to come up with out-of-the box ways to promote his products. Luckily, desperation breeds innovation, and so he hatched an idea for a creative campaign that eventually launched the FUBU brand into a $6 billion dollar global phenomenon. But it might not have happened if he hadn’t started out broke - with nothing but a heart full of hope and a ferocious drive to succeed by any means possible.
Here, the FUBU founder and star of ABC’s Shark Tank shows that, far from being a liability, broke can actually be your greatest competitive advantage as an entrepreneur. Why? Because starting a business from broke forces you to think more creatively. It forces you to use your resources more efficiently. It forces you to connect with your customers more authentically, and market your ideas more imaginatively. It forces you to be true to yourself, stay laser focused on your goals, and come up with those innovative solutions required to make a meaningful mark.
Drawing his own experiences as an entrepreneur and branding consultant, peeks behind-the scenes from the set of Shark Tank, and stories of dozens of other entrepreneurs who have hustled their way to wealth, John shows how we can all leverage the power of broke to phenomenal success. You’ll meet:
· Steve Aoki, the electronic dance music (EDM) deejay who managed to parlay a series of $100 gigs into becoming a global superstar who has redefined the music industry
· Gigi Butler, a cleaning lady from Nashville who built cupcake empire on the back of a family recipe, her maxed out credit cards, and a heaping dose of faith
· 11-year old Shark Tank guest Mo Bridges who stitched together a winning clothing line with just his grandma’s sewing machine, a stash of loose fabric, and his unique sartorial flair
When your back is up against the wall, your bank account is empty, and creativity and passion are the only resources you can afford, success is your only option. Here you’ll learn how to tap into that Power of Broke to scrape, hustle, and dream your way to the top.
New York Times Bestseller
This complete summary of the ideas from Joseph Jaffe's book "Flip the Funnel" shows that using the traditional sales funnel, businesses worldwide spend billions on acquiring new customers. You advertise widely to create awareness and then follow up with those that show interest to hopefully stoke their desire for what’s on offer. Then, when the time is right, you make them an irresistible offer to get them to take action and buy. Money goes in one end of the funnel and satisfied customers hopefully come out the other end. What if you were to flip that funnel over? What would be the result if instead of spending all that money trying to acquire new customers, you instead spent that same money on making the customers you already have happier by providing them with a superior customer experience? This summary is all customer loyalty and retention.
Added-value of this summary:
• Save time
• Understand key concepts
• Increase your business knowledge
To learn more, read "Flip the Funnel" and discover how to grow your customer base from the inside out.
This book is an in-depth guide to the use of pandas for data analysis, for either the seasoned data analysis practitioner or the novice user. It provides a basic introduction to the pandas framework, and takes users through the installation of the library and the IPython interactive environment. Thereafter, you will learn basic as well as advanced features, such as MultiIndexing, modifying data structures, and sampling data, which provide powerful capabilities for data analysis.
The Handbook of Mobile Market Research is the first guide to focus exclusively on the use of mobile technology in market research. From a global perspective, more people own mobile phones than landlines or computers, and most people have their mobile phones with them at all times—along with their tablets, smartwatches, media players, and navigation devices. The continuous surge of mobile innovation provides unprecedented access to real-time consumer behaviour. Mobile market research allows users to reach more people, engage more people, and collect more valuable data as respondents are free to engage at their own pace, on their own time.
Industry forerunners Ray Poynter, Navin Williams, and Sue York employ decades of study to examine the present and future state of mobile market research, as well as the advantages and disadvantages of various approaches. This book contains clear, comprehensive knowledge for those who implement, utilise, and study the field. Readers will learn:The characteristics, scope, and importance of mobile market research Purposes and effects of principal tools like brand tracking, ad testing, customer satisfaction research, and research technology How mobile devices are used for qualitative and quantitative research by way of online focus groups, online discussions, mobile diaries, mobile ethnographies, and mobile surveys Aspects and implications of mobile computer interviews, mobile phone interviews, mixed-mode research, international mobile research, and research using passive data, panels, lists, and communities The significance of the mobile ecosystem, market research ethics, and research on research
Designed to be accessible and helpful for beginners and advanced users alike, The Handbook of Mobile Market Research is an extensive guide to one of the most promising, dynamic methods of data collection.