Both America’s college and university system, and its K-12 education system, were originally created based on German approaches in the 19th century. Now that it’s the 21st century, Glenn Harlan Reynolds suggests, it’s time for a change.Higher education in America is facing a bust much like the housing bubble. It is the product of cheap credit, coupled with popular expectations of ever-increasing returns on investment and, as with housing prices, the cheap credit has caused college tuitions to vastly outpace inflation and family incomes. Now this bubble is bursting. Reynolds explains the causes and effects of this bubble and the steps colleges and universities must take to ensure their survival. As students become less willing to incur debt for education, colleges and universities will have to adapt to a new world of cost pressures and declining public support.Economist Herb Stein famously said that something that can't go on forever, won't. For decades now, America has been putting ever-growing amounts of money into its K-12 education system, while getting steadily poorer results. Now parents are losing faith in public schools, new alternatives are appearing, and change is on the way. As the best students abandon traditional public schools, Disrupted provides a succinct description of what's wrong, and where the solutions are likely to appear, along with advice for parents, educators, and taxpayers.

    As property manager of a spectacular island castle in Cornwall, she’s made St Merryn’s Mount one of the UK’s most popular heritage attractions. While she may have the castle running like clockwork, Miranda hasn’t bargained on its sexy owner returning to claim his birthright. Dark, handsome and with a rakish reputation, Jago St Merryn not only looks like a pirate but is intent on flogging the Mount to a soulless leisure corporation. Miranda faces the battle of her life as she tries to persuade him to face up to his past and continue the St Merryn dynasty. But Jago has his own reasons for jumping ship and when he throws down the gauntlet to Miranda, she’s forced to delve into painful memories she’d much rather keep hidden…

    They are typically used to categorize something based on other data that you have. The purpose of this book is to help you understand how Random Forests work, as well as the different options that you have when using them to analyze a problem. Additionally, since Decision Trees are a fundamental part of Random Forests, this book explains how they work. This book is focused on understanding Random Forests at the conceptual level. Knowing how they work, why they work the way that they do, and what options are available to improve results. This book covers how Random Forests work in an intuitive way, and also explains the equations behind many of the functions, but it only has a small amount of actual code (in python). This book is focused on giving examples and providing analogies for the most fundamental aspects of how random forests and decision trees work. The reason is that those are easy to understand and they stick with you. There are also some really interesting aspects of random forests, such as information gain, feature importances, or out of bag error, that simply cannot be well covered without diving into the equations of how they work. For those the focus is providing the information in a straight forward and easy to understand way.

    Starting with Alexander Graham Bell's revolutionary "harmonic telegraph," by the middle of the twentieth century the phone system had grown into something extraordinary, a web of cutting-edge switching machines and human operators that linked together millions of people like never before. But the network had a billion-dollar flaw, and once people discovered it, things would never be the same.Exploding the Phone tells this story in full for the first time. It traces the birth of long-distance communication and the telephone, the rise of AT&T's monopoly, the creation of the sophisticated machines that made it all work, and the discovery of Ma Bell's Achilles' heel. Phil Lapsley expertly weaves together the clandestine underground of "phone phreaks" who turned the network into their electronic playground, the mobsters who exploited its flaws to avoid the feds, the explosion of telephone hacking in the counterculture, and the war between the phreaks, the phone company, and the FBI.The product of extensive original research, Exploding the Phone is a ground-breaking, captivating book.

    They can navigate more data than a doctor or lawyer and act with greater precision. For many years we’ve taken solace in the notion that they can’t create. But now that algorithms can learn and adapt, does the future of creativity belong to machines, too?It is hard to imagine a better guide to the bewildering world of artificial intelligence than Marcus du Sautoy, a celebrated Oxford mathematician whose work on symmetry in the ninth dimension has taken him to the vertiginous edge of mathematical understanding. In The Creativity Code he considers what machine learning means for the future of creativity. The Pollockizer can produce drip paintings in the style of Jackson Pollock, Botnik spins off fanciful (if improbable) scenes inspired by J. K. Rowling, and the music-composing algorithm Emmy managed to fool a panel of Bach experts. But do these programs just mimic, or do they have what it takes to create? Du Sautoy argues that to answer this question, we need to understand how the algorithms that drive them work―and this brings him back to his own subject of mathematics, with its puzzles, constraints, and enticing possibilities.While most recent books on AI focus on the future of work, The Creativity Code moves us to the forefront of creative new technologies and offers a more positive and unexpected vision of our future cohabitation with machines. It challenges us to reconsider what it means to be human―and to crack the creativity code.

    Some unexpected news from one of her sisters and a brutal murder that’s far too close to home for comfort leave her wondering why life has turned on her so suddenly. When the police fail to take her seriously, her hands-on approach to the investigation soon lands her in hot water. Following a string of biblical messages left behind by a mysterious nemesis she stumbles upon a dark secret that has finally come home to roost. As she is about to find out, on a small island, what goes around, comes around. “A complex and chilling tale…” “An amazing read!” “The author has a terrific writing style that keeps the reader mesmerized until the very end of this fantastic tale of not just murder and mystery but of survival…” “A thrilling read...highly recommended…” “Hefty amounts of tension and fear, and a resolution that makes you wonder whether surviving sometimes isn't all it's cracked up to be…” From a review by book blogger Morana Blue… “Written entirely in the first person from the point of view of one of three sisters, you're drawn immediately into the sudden onset of Ylfa Einarsdóttir's living nightmare as, with frustratingly little help from the Reykjavík detective assigned to her mysterious case, she starts tracking down an obsessed, horribly violent murderer whose sole intent seems to be the destruction of her entire family. Because you're inside Ylfa's head, you can hear her thinking. Her honesty is startling: 'Most of my friends were sluts. That was a lie; they all were…' Her observation is wry: 'He looked as if his years of seeing the worst possible sides of people had left him enjoying the times now when his misgivings about how rotten they all were inevitably proved to be correct…' - and, as her despair compounds, you feel her self-knowledge sharpen as she knowingly ploughs on toward an inescapable, grimly portentous end: 'In this torment there would be an abyss that I either would see in time and avoid, or be consumed by…' You feel her heart beginning to ache - and you flinch when it breaks. It's observantly written as intimate party to the reasoning behind the dangerous investigative steps Ylfa takes - so as her determination and her desperation mount, although you fully understand what she's doing and why she's doing it, you still want to yell 'No! Don't! Don't go there…' But Ylfa can't help herself. And she takes you with her. The creepy biblical messages left at every murder scene foreshadow a killer with their own twisted tormented depths - but, though Ylfa can't yet open her eyes to it, it's a torment that Ylfa and the killer actually share - and they're on the same enslaving path to self-destruction. It's a good - disquieting - read; for the most part because you're entirely locked within Ylfa's world, the minutiae of which - the sandwiches in the car, the cold within her boots, her double cappuccinos - begin to bear auras of frightful magnitude because you can't help but feel that each of the simple things she does, she may never do again.”

    Scalable Internet Architectures addresses these concerns by teaching you both good and bad design methodologies for building new sites and how to scale existing websites to robust, high-availability websites. Primarily example-based, the book discusses major topics in web architectural design, presenting existing solutions and how they work. Technology budget tight? This book will work for you, too, as it introduces new and innovative concepts to solving traditionally expensive problems without a large technology budget. Using open source and proprietary examples, you will be engaged in best practice design methodologies for building new sites, as well as appropriately scaling both growing and shrinking sites. Website development help has arrived in the form of Scalable Internet Architectures.

    Throughout, the emphasis is on how IT provides organizations with strategic advantage by facilitating problem solving, increasing productivity and quality, improving customer service, and enabling business process reengineering. It also covers the latest real-world developments, including the introduction of applied grid computing and utility computing.

    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.

    Nevertheless, it is also the most complex and yet to be understood emotion. Ask anyone what love is? And the most common answer you would get is,"it is a feeling which cannot be completely defined". Strange but true. An emotion which in the history of mankind has changed destinies and shaped millions of lives is still not fully comprehended.But, if you ask this question to 'Rishi Sinha' the only answer you will get is 'Ananya Tripathi'. Life has completely changed since the day he confessed his love for her. Romantic dates, late night phone calls and never ending SMS's. A 'happy go lucky couple', madly and completely in love.Everything was going on smooth until one day, when Rishi is put into a National Level competition with 'Pragya'… his screwed up past and the biggest mistake of his life. He has no choice but to represent his college with Pragya and of course win the title too.Rishi tells Ananya about the competition, who, like a mature girl understands his condition and has no objection in his working with her. But, fate has something else in store for him. Now Rishi is in a dilemma. On one side is 'Ananya', the love of his life and on the other side is 'Pragya', a dying and needy friend. On one side is his most ruined past, while on the other his present, his future. He has to choose between the two. Whom will he choose?'One Life, One Love' is a tale of 'Love' and 'Friendship' along with some social issues like 'Prostitution', 'Mafia', 'Live in' and 'Gambling' which we talk and read about daily but never realise how intense they are. Will Rishi be able to take the right decision and save his relationship?What has Rishi's fate in store for him? All your answers lie here, in this emotional yet witty tale by Rochak Bhatnagar…

    One will. A marriage and a baby, or we lose everything. I’d taken care of Ben Winston during his final days, and was there for him when his own family deserted him so why did he punish me during the reading of his will? The lawyer said that I have to marry his grandson, Curt, within three months of the reading of the will for the two of us to inherit half of the land. After that, we have to have a baby within one year to secure the other half of the estate; if we don’t, we both lose everything to charity. He was my first kiss. My first boyfriend. My first….everything. We both need the money for different reasons so we decide to play house just long enough to get what we both need, and then we can divorce, right? The problem is, I never thought Curt Winston could make me fall in love with him all over again. I should’ve known he’d play for keeps, especially once I was carrying his baby. The Cowboy's Hope is a full-length second chance romance novel. It contains sexy scenes, no cheating, and a happily ever after. For a limited time, I've included FREE bonus content for your enjoyment!

    This book will help those familiar the command line and basic shell scripting start using Ansible to provision and manage anywhere from one to thousands of servers.The book begins with fundamentals, like installing Ansible, setting up a basic inventory file, and basic concepts, then guides you through Ansible's many uses, including ad-hoc commands, basic and advanced playbooks, application deployments, custom modules, and special cases like running ansible in 'pull' mode when you have thousands of servers to manage (or more). Everything is explained with pertinent real-world examples, often using Vagrant-managed virtual machines.

    I was smart enough to earn an honors degree in philosophy from Harvard, but an aptitude test told me to avoid computer programming. I'm sure it was right. But then I designed a learning system for myself that quadrupled my aptitude for learning computer languages. It worked so well for me that I've used it to teach coding to grandmothers, cab drivers, musicians, and 50,000 other newbies. "Mark Myers' method of getting what can be...difficult information into a format that makes it exponentially easier to consume, truly understand, and synthesize into real-world application is beyond anything I've encountered before." —Amazon reviewer Jason A. Ruby reviewing my first book, A Smarter Way to Learn JavaScript Quadruple your learning ability. Washington University research shows that a key teaching method I use—interactive recall practice—improves learning performance 400 percent. "I don't feel lost and I don't feel that I am forgetting things as I go along." —Amazon reviewer Leonie M. reviewing my second book, A Smarter Way to Learn HTML and CSS Understanding is easy. Remembering is hard. Computer languages are not inherently hard to understand, even for non-techies. Remembering is the problem. If you remember all of Chapter 1 through Chapter 10, you'll understand Chapter 11. But you don't remember. Though you read and read, most of it doesn't stick. You don't have a solid foundation to build on. Halfway through the book, it all collapses. That's when most people give up."I've signed up to a few sites like Udemy, Codecademy, FreeCodeCamp, Lynda, YouTube videos, even searched on Coursera but nothing seemed to work for me. This book takes only 10 minutes each chapter and after that, you can exercise what you've just learned right away!" —Amazon reviewer Constanza Morales reviewing my first book, A Smarter Way to Learn JavaScript Interactive exercises make it stick. Research shows that you will remember everything if you're repeatedly asked to recall it. That's the beauty of flash cards. But technology offers an even better way to make information stick. With my book you get almost a thousand interactive exercises—they're free online—that embed the whole book in your memory. Algorithms check your work to make sure you know what you think you know. When you stumble, you do the exercise again. You keep trying until you know the chapter cold. "Not only do the exercises make learning fun, they reinforce the material right away so it sinks in deeper." —Amazon reviewer Timothy B. Miller reviewing my second book, A Smarter Way to Learn HTML and CSS You won't get bored or sleepy. The exercises keep you engaged, give you extra practice where you're shaky, and prepare you for each next step. Every lesson is built on top of a solid foundation that you and I have carefully constructed. Each individual step is small. But all the little steps add up to real knowledge—knowledge that you retain. I finally feel like I KNOW it and won't need to look up the syntax each time..." —Amazon reviewer J. Caritas reviewing my third book, A Smarter Way to Learn jQuery Really, it ain't that hard.

    Dyson traces the course of the information revolution, illuminating the lives and work of visionaries - from the time of Thomas Hobbes to the time of John von Neumann - who foresaw the development of artificial intelligence, artificial life, and artificial mind. This book derives both its title and its outlook from Samuel Butler's 1863 essay "Darwin Among the Machines." Observing the beginnings of miniaturization, self-reproduction, and telecommunication among machines, Butler predicted that nature's intelligence, only temporarily subservient to technology, would resurface to claim our creations as her own. Weaving a cohesive narrative among his brilliant predecessors, Dyson constructs a straightforward, convincing, and occasionally frightening view of the evolution of mind in the global network, on a level transcending our own. Dyson concludes that we are in the midst of an experiment that echoes the prehistory of human intelligence and the origins of life. Just as the exchange of coded molecular instructions brought life as we know it to the early earth's primordial soup, and as language and mind combined to form the culture in which we live, so, in the digital universe, are computer programs and worldwide networks combining to produce an evolutionary theater in which the distinctions between nature and technology are increasingly obscured. Nature, believes Dyson, is on the side of the machines.

     Sometimes, Life is hard. You have a lot of things on your plate. You have a lot of tasks to do and goals that you want to accomplish. Work or school, social life, and everything else that is a part of your lifestyle demands your time and it can be very hectic trying to balance everything and keep a sane mind at the same time. Therefore, it is essential that you acquire a task management system that works to ensure that you become the master of your life and that you experience success, more free time but ultimately deep inner peace. This book gives an ultimate guide on how to start using bullet journaling to ensure that you finally get in the driver’s seat of your life and to thrive while you’re in there. You will learn about this topics: What is Bullet Journaling Organizing Your Bullet Journal Task Management Making New Habits Stick Motivation Taking Action Accomplishing Tasks Personalizing Your Bullet Journal Ditch your old to-do list and start bullet journaling now to experience the success that you’ve earned everyday.