Book picks similar to
Human Problem Solving by Allen Newell


science
psychology
non-fiction
problem-solving

How to Measure Anything: Finding the Value of "Intangibles" in Business


Douglas W. Hubbard - 1985
    Douglas Hubbard helps us create a path to know the answer to almost any question in business, in science, or in life . . . Hubbard helps us by showing us that when we seek metrics to solve problems, we are really trying to know something better than we know it now. How to Measure Anything provides just the tools most of us need to measure anything better, to gain that insight, to make progress, and to succeed." -Peter Tippett, PhD, M.D. Chief Technology Officer at CyberTrust and inventor of the first antivirus software "Doug Hubbard has provided an easy-to-read, demystifying explanation of how managers can inform themselves to make less risky, more profitable business decisions. We encourage our clients to try his powerful, practical techniques." -Peter Schay EVP and COO of The Advisory Council "As a reader you soon realize that actually everything can be measured while learning how to measure only what matters. This book cuts through conventional cliches and business rhetoric and offers practical steps to using measurements as a tool for better decision making. Hubbard bridges the gaps to make college statistics relevant and valuable for business decisions." -Ray Gilbert EVP Lucent "This book is remarkable in its range of measurement applications and its clarity of style. A must-read for every professional who has ever exclaimed, 'Sure, that concept is important, but can we measure it?'" -Dr. Jack Stenner Cofounder and CEO of MetraMetrics, Inc.

Data Smart: Using Data Science to Transform Information into Insight


John W. Foreman - 2013
    Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions.But how does one exactly do data science? Do you have to hire one of these priests of the dark arts, the "data scientist," to extract this gold from your data? Nope.Data science is little more than using straight-forward steps to process raw data into actionable insight. And in Data Smart, author and data scientist John Foreman will show you how that's done within the familiar environment of a spreadsheet. Why a spreadsheet? It's comfortable! You get to look at the data every step of the way, building confidence as you learn the tricks of the trade. Plus, spreadsheets are a vendor-neutral place to learn data science without the hype. But don't let the Excel sheets fool you. This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data.Each chapter will cover a different technique in a spreadsheet so you can follow along: - Mathematical optimization, including non-linear programming and genetic algorithms- Clustering via k-means, spherical k-means, and graph modularity- Data mining in graphs, such as outlier detection- Supervised AI through logistic regression, ensemble models, and bag-of-words models- Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation- Moving from spreadsheets into the R programming languageYou get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

Natural Capitalism


Paul Hawken - 1999
    This groundbreaking book reveals how today's global businesses can be both environmentally responsible and highly profitable.

Bayesian Statistics the Fun Way: Understanding Statistics and Probability with Star Wars, Lego, and Rubber Ducks


Will Kurt - 2019
    But many people use data in ways they don't even understand, meaning they aren't getting the most from it. Bayesian Statistics the Fun Way will change that.This book will give you a complete understanding of Bayesian statistics through simple explanations and un-boring examples. Find out the probability of UFOs landing in your garden, how likely Han Solo is to survive a flight through an asteroid shower, how to win an argument about conspiracy theories, and whether a burglary really was a burglary, to name a few examples.By using these off-the-beaten-track examples, the author actually makes learning statistics fun. And you'll learn real skills, like how to:- How to measure your own level of uncertainty in a conclusion or belief- Calculate Bayes theorem and understand what it's useful for- Find the posterior, likelihood, and prior to check the accuracy of your conclusions- Calculate distributions to see the range of your data- Compare hypotheses and draw reliable conclusions from themNext time you find yourself with a sheaf of survey results and no idea what to do with them, turn to Bayesian Statistics the Fun Way to get the most value from your data.

Your Next Five Moves: Master the Art of Business Strategy


Patrick Bet-David - 2020
    In this book, Patrick Bet-David “helps entrepreneurs understand exactly what they need to do next” (Brian Tracy, author of Eat That Frog!) by translating this skill into a valuable methodology. Whether you feel like you’ve hit a wall, lost your fire, or are looking for innovative strategies to take your business to the next level, Your Next Five Moves has the answers. You will gain: CLARITY on what you want and who you want to be. STRATEGY to help you reason in the war room and the board room. GROWTH TACTICS for good times and bad. SKILLS for building the right team based on strong values. INSIGHT on power plays and the art of applying leverage. Combining these principles and revelations drawn from Patrick’s own rise to successful CEO, Your Next Five Moves is a must-read for any serious executive, strategist, or entrepreneur.

The Secret of Our Success: How Culture Is Driving Human Evolution, Domesticating Our Species, and Making Us Smarter


Joseph Henrich - 2015
    On the one hand, we struggle to survive on our own in the wild, often unable to solve basic problems, like obtaining food, building shelters, or avoiding predators. On the other hand, human groups have produced innovative technologies, sophisticated languages, and complex institutions that have permitted us to successfully expand into environments across the globe. What has enabled us to dominate such a vast range of environments, more than any other species? As this book shows, the secret of our success lies not in our innate intelligence, but in our collective brains--in the ability of human groups to socially interconnect and learn from one another.Drawing insights from lost European explorers, clever chimpanzees, hunter-gatherers, neuroscientists, ancient bones, and the human genome, Joseph Henrich demonstrates how our collective brains have propelled our species' genetic evolution and shaped our biology. Our early capacities for learning from others produced many innovations, such as fire, cooking, water containers, plant knowledge, and projectile weapons, which in turn drove the expansion of our brains and altered our physiology, anatomy, and psychology in crucial ways. Further on, some collective brains generated and recombined powerful concepts, such as the lever, wheel, screw, and writing. Henrich shows how our genetics and biology are inextricably interwoven with cultural evolution, and that this particular culture-gene interaction has propelled our species on an extraordinary evolutionary trajectory.Tracking clues from our ancient past to the present, "The Secret of Our Success" explores how our cultural and social natures produce a collective intelligence that explains both our species' immense success and our human uniqueness.

Being Digital


Nicholas Negroponte - 1995
    Negroponte's fans will want to get a copy of Being Digital, which is an edited version of the 18 articles he wrote for Wired about "being digital." Negroponte's text is mostly a history of media technology rather than a set of predictions for future technologies. In the beginning, he describes the evolution of CD-ROMs, multimedia, hypermedia, HDTV (high-definition television), and more. The section on interfaces is informative, offering an up-to-date history on visual interfaces, graphics, virtual reality (VR), holograms, teleconferencing hardware, the mouse and touch-sensitive interfaces, and speech recognition. In the last chapter and the epilogue, Negroponte offers visionary insight on what "being digital" means for our future. Negroponte praises computers for their educational value but recognizes certain dangers of technological advances, such as increased software and data piracy and huge shifts in our job market that will require workers to transfer their skills to the digital medium. Overall, Being Digital provides an informative history of the rise of technology and some interesting predictions for its future.

Secrets of Power Negotiating: Inside Secrets from a Master Negotiator


Roger Dawson - 1988
    Covers every aspect of the negotiating process with practical, proven advice: from beginning steps to critical final moves.

Artificial Unintelligence: How Computers Misunderstand the World


Meredith Broussard - 2018
    We are so eager to do everything digitally--hiring, driving, paying bills, even choosing romantic partners--that we have stopped demanding that our technology actually work. Broussard, a software developer and journalist, reminds us that there are fundamental limits to what we can (and should) do with technology. With this book, she offers a guide to understanding the inner workings and outer limits of technology--and issues a warning that we should never assume that computers always get things right.Making a case against technochauvinism--the belief that technology is always the solution--Broussard argues that it's just not true that social problems would inevitably retreat before a digitally enabled Utopia. To prove her point, she undertakes a series of adventures in computer programming. She goes for an alarming ride in a driverless car, concluding "the cyborg future is not coming any time soon"; uses artificial intelligence to investigate why students can't pass standardized tests; deploys machine learning to predict which passengers survived the Titanic disaster; and attempts to repair the U.S. campaign finance system by building AI software. If we understand the limits of what we can do with technology, Broussard tells us, we can make better choices about what we should do with it to make the world better for everyone.

The Rise of the Creative Class: And How It's Transforming Work, Leisure, Community, and Everyday Life


Richard Florida - 2002
    Weaving storytelling with masses of new and updated research, Richard Florida traces the fundamental theme that runs through a host of seemingly unrelated changes in American society: the growing role of creativity in our economy. Just as William Whyte's 1956 classic The Organization Man showed how the organizational ethos of that age permeated every aspect of life, Florida describes a society in which the creative ethos is increasingly dominant. Millions of us are beginning to work and live much as creative types like artists and scientists always have-with the result that our values and tastes, our personal relationships, our choices of where to live, and even our sense and use of time are changing. Leading the shift are the nearly 38 million Americans in many diverse fields who create for a living-the Creative Class. The Rise of the Creative Class chronicles the ongoing sea of change in people's choices and attitudes, and shows not only what's happening but also how it stems from a fundamental economic change. The Creative Class now comprises more than thirty percent of the entire workforce. Their choices have already had a huge economic impact. In the future they will determine how the workplace is organized, what companies will prosper or go bankrupt, and even which cities will thrive or wither.

The Undoing Project: A Friendship That Changed Our Minds


Michael Lewis - 2016
    One of the greatest partnerships in the history of science, Kahneman and Tversky’s extraordinary friendship incited a revolution in Big Data studies, advanced evidence-based medicine, led to a new approach to government regulation, and made much of Michael Lewis’s own work possible. In The Undoing Project, Lewis shows how their Nobel Prize–winning theory of the mind altered our perception of reality.

Out of Our Minds: Learning to Be Creative


Ken Robinson - 2001
    This is a book not to be missed. Read and rejoice.' KEN BLANCHARD'If ever there was a time when creativity was necessary for the survival and growth of any organization, it is now. This book, more than any other I know, provides important insights on how leaders can evoke and sustain those creative juices.' WARREN BENNIS

Finding Flow: The Psychology of Engagement with Everyday Life


Mihaly Csikszentmihalyi - 1995
     What makes a good life? Is it money? An important job? Leisure time? Mihaly Csikszentmihalyi believes our obsessive focus on such measures has led us astray. Work fills our days with anxiety and pressure, so that during our free time, we tend to live in boredom, watching TV or absorbed by our phones.What are we missing? To answer this question, Csikszentmihalyi studied thousands of people, and he found the key. People are happiest when they challenge themselves with tasks that demand a high degree of skill and commitment, and which are undertaken for their own sake. Instead of watching television, play the piano. Take a routine chore and figure out how to do it better, faster, more efficiently. In short, learn the hidden power of complete engagement, a psychological state the author calls flow. Though they appear simple, the lessons in Finding Flow are life-changing.

Buyology: Truth and Lies About Why We Buy and the New Science of Desire


Martin Lindstrom - 2008
    His startling results shatter much of what we have long believed about what seduces our interest and drives us to buy. Among his finding:Gruesome health warnings on cigarette packages not only fail to discourage smoking, they actually make smokers want to light up. Despite government bans, subliminal advertising still surrounds us – from bars to highway billboards to supermarket shelves. "Cool” brands, like iPods trigger our mating instincts. Other senses – smell, touch, and sound - are so powerful, they physically arouse us when we see a product. Sex doesn't sell. In many cases, people in skimpy clothing and suggestive poses not only fail to persuade us to buy products - they often turn us away .Companies routinetly copy from the world of religion and create rituals – like drinking a Corona with a lime – to capture our hard-earned dollars. Filled with entertaining inside stories about how we respond to such well-known brands as Marlboro, Nokia, Calvin Klein, Ford, and American Idol, BUYOLOGY is a fascinating and shocking journey into the mind of today’s consumer that will captivate anyone who’s been seduced – or turned off – by marketers’ relentless attempts to win our loyalty, our money, and our minds. Includes a foreword by Paco Underhill.

Spent: Sex, Evolution, and Consumer Behavior


Geoffrey Miller - 2009
    In "Spent" Geoffrey Miller applies this revolutionary science's principles to a new domain: the sensual wonderland of marketing and status seeking that we call American consumer culture. Starting with the basic notion that the goods and services we buy unconsciously advertise our biological potential as mates and friends, Miller examines the hidden factors that dictate our choices in everything from lipstick to cars, from the magazines we read to the music we listen to. With humor and insight, Miller analyzes an array of product choices and deciphers what our decisions say about ourselves, giving us access to a new way of understanding-and improving-our behaviors. Like "Freakonomics" or "The Tipping Point, Spent" is a bold and revelatory book that illuminates the unseen logic behind the chaos of consumerism and suggests new ways we can become happier consumers and more responsible citizens.