If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination.You'll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Muller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book.With this book, you'll learn:Fundamental concepts and applications of machine learningAdvantages and shortcomings of widely used machine learning algorithmsHow to represent data processed by machine learning, including which data aspects to focus onAdvanced methods for model evaluation and parameter tuningThe concept of pipelines for chaining models and encapsulating your workflowMethods for working with text data, including text-specific processing techniquesSuggestions for improving your machine learning and data science skills

    Don’t panic—slowly remove the shoe from your pup’s mouth and open this book, because it’s time to start successfully training.Puppy Training in 7 Easy Steps is a practical, step-by-step guide to guarantee that your cute and curious friend stays cute. From puppy proofing your home to mastering need-to-know commands, this fool-proof training manual sets you and your canine companion up for a lifetime of positively reinforced obedience and tail-wagging fun!In this dog training book, you’ll find: Puppy Prep—Stock up on all of the supplies you need to start training with helpful checklists and insider tips. Dog Training in 7-Steps—This includes bringing your puppy home, crate training, potty training, preventing food aggression, socializing your puppy, the six key commands, leash walking and coming when called. Troubleshooting Tips—Get quick advice to make sure your dog training goes according to plan, no matter how many squirrels, birds, or other temptations catch your pup’s attention. Sit. Stay. Heel. Fetch. This no-nonsense guide to dog training will teach you and your pup how to do it all in just 7 easy steps.

    For the first time in history, the secrets of the living brain are being revealed by a battery of high tech brain scans devised by physicists. Now what was once solely the province of science fiction has become a startling reality. Recording memories, telepathy, videotaping our dreams, mind control, avatars, and telekinesis are not only possible; they already exist. The Future of the Mind gives us an authoritative and compelling look at the astonishing research being done in top laboratories around the world—all based on the latest advancements in neuroscience and physics. One day we might have a "smart pill" that can enhance our cognition; be able to upload our brain to a computer, neuron for neuron; send thoughts and emotions around the world on a "brain-net"; control computers and robots with our mind; push the very limits of immortality; and perhaps even send our consciousness across the universe. Dr. Kaku takes us on a grand tour of what the future might hold, giving us not only a solid sense of how the brain functions but also how these technologies will change our daily lives. He even presents a radically new way to think about "consciousness" and applies it to provide fresh insight into mental illness, artificial intelligence and alien consciousness. With Dr. Kaku's deep understanding of modern science and keen eye for future developments, The Future of the Mind is a scientific tour de force--an extraordinary, mind-boggling exploration of the frontiers of neuroscience.

    So are we on the edge of an AI-pocalypse, with super-intelligent devices superseding humanity, as predicted by Stephen Hawking? Or will this herald a kind of Utopia, with machines doing a far better job at complex tasks than us? You might not realise it, but you interact with AIs every day. They route your phone calls, approve your credit card transactions and help your doctor interpret results. Driverless cars will soon be on the roads with a decision-making computer in charge. But how do machines actually think and learn? In Machines That Think, AI experts and New Scientist explore how artificial ingence helps us understand human intelligence, machines that compose music and write stories - and ask if AI is really a threat.--

    The book will teach you about:* Neural networks, a beautiful biologically-inspired programming paradigm which enables a computer to learn from observational data* Deep learning, a powerful set of techniques for learning in neural networksNeural networks and deep learning currently provide the best solutions to many problems in image recognition, speech recognition, and natural language processing. This book will teach you the core concepts behind neural networks and deep learning.

    Blade Runner, The Matrix, Star Wars, Avatar, Star Trek, Ready Player One and Avengers show us futuristic worlds where holograms, intelligent robots, smart devices, virtual avatars, digital transactions, and universe-scale teleportation work together perfectly, somehow seamlessly combining the virtual and the physical with the mechanical and the biological. Science fiction has done an excellent job describing a vision of the future where the digital and physical merge naturally into one — in a way that just works everywhere, for everyone. However, none of these visionary fictional works go so far as to describe exactly how this would actually be accomplished. While it has inspired many of us to ask the question—How do we enable science fantasy to become....science fact? The Spatial Web achieves this by first describing how exponentially powerful computing technologies are creating a great “Convergence.” How Augmented and Virtual Reality will enable us to overlay our information and imaginations onto the world. How Artificial Intelligence will infuse the environments and objects around us with adaptive intelligence. How the Internet of Things and Robotics will enable our vehicles, appliances, clothing, furniture, and homes to become connected and embodied with the power to see, feel, hear, smell, touch and move things in the world, and how Blockchain and Cryptocurrencies will secure our data and enable real-time transactions between the human, machine and virtual economies of the future. The book then dives deeply into the challenges and shortcomings of the World Wide Web, the rise of fake news and surveillance capitalism in Web 2.0 and the risk of algorithmic terrorism and biological hacking and “fake-reality” in Web 3.0. It raises concerns about the threat that emerging technologies pose in the hands of rogue actors whether human, algorithmic, corporate or state-sponsored and calls for common sense governance and global cooperation. It calls for business leaders, organizations and governments to not only support interoperable standards for software code, but critically, for ethical, and social codes as well. Authors Gabriel René and Dan Mapes describe in vivid detail how a new “spatial” protocol is required in order to connect the various exponential technologies of the 21st century into an integrated network capable of tracking and managing the real-time activities of our cities, monitoring and adjusting the supply chains that feed them, optimizing our farms and natural resources, automating our manufacturing and distribution, transforming marketing and commerce, accelerating our global economies, running advanced planet-scale simulations and predictions, and even bridging the gap between our interior individual reality and our exterior collective one. Enabling the ability for humans, machines and AI to communicate, collaborate and coordinate activities in the world at a global scale and how the thoughtful application of these technologies could lead to an unprecedented opportunity to create a truly global “networked” civilization or "Smart World.” The book artfully shifts between cyberpunk futurism, cautionary tale-telling, and life-affirming call-to-arms. It challenges us to consider the importance of today’s technological choices as individuals, organizations, and as a species, as we face the historic opportunity we have to transform the web, the world, and our very definition of reality.

    More than a decade's worth of essays by the Pulitzer Prize winning syndicated columnist capture the essence of big city American life, from neighborhood taverns to backroom politics.

    Quite simply the most flexible, and user friendly system for anyone interested in building strength and muscle. This book explains in detail the principles of Johnny Pain's famed Greyskull LP method used in the construction of hundreds of beasts around the globe. Cut through the dogmatic B.S. that pollutes the internet, and produce the outcomes that you desire from your training efforts.A must have for anyone serious about getting strong.

    But most of us don’t have the time to spend hours in the kitchen. Steve and Kathy are no exception, and with The Happy in a Hurry Cookbook, they bring together more than a hundred recipes for favorite comfort foods that come together in a flash—from last-minute entrees to set-it-and-forget-it slow-cooker meals. The Happy in a Hurry Cookbook includes recipes covering a variety of occasions and favorite foods, from holidays, casseroles, and one-pot meals to chicken, pasta, and desserts, as well a whole chapter devoted to the ultimate comfort ingredient: potatoes. Steve and Kathy also share their clever Happy in a Hurry Hacks, which save prep and cooking time and can be used no matter what recipes you're using. Best of all, they include more hilarious and heartwarming stories from the Doocy family and (some well-known) friends.With The Happy in a Hurry Cookbook you can enjoy time-saving, all-American home cooking at its best—nothing fancy, everything delicious—with recipes such as:Buffalo Chicken TacosCarrot Cake WafflesRed, White, and Blueberry Summer Fruit SaladCrockpot CarnitasPumpkin-Swirled Mashed PotatoesSweet Tea Fried ChickenBacon Braided Smoked Turkey BreastRitz Cracker Crust Peanut Butter PieSix-Minute Strawberry Pie Best of all, the easy, pleasing recipes in The Happy in a Hurry Cookbook leave you and your family with more time to do the things you love!The Happy in a Hurry Cookbook is illustrated with 65 color food photos throughout and homey shots of the Doocys with friends and family, sure to please their many fans.

    Want to get customers talking? This friendly guide combines the best practical tools with insight and flair to provide guidance on every aspect of PR, so you can launch a full-throttle campaign that'll generate buzz -- and build your bottom line. Discover how to * Map a winning PR strategy * Grab attention with press releases, interviews, and events * Cultivate good media relations * Get print, TV, radio, and Internet coverage * Manage a PR crisis

    S. hockey team’s victory at the 1980 Olympics was a “Miracle on Ice”--a miracle largely brought about by the late Herb Brooks, the legendary coach who forged that invincible team. Famously antagonistic toward the press at Lake Placid, Brooks nonetheless turned to sportswriter John Gilbert after each game, giving his longtime friend and confidant what became the most comprehensive coverage of the ’80 team. This book is Gilbert’s memoir of Brooks. Neither strictly biography or tell-all exposé, Herb Brooks: Born to Coach is the story of an extraordinary man as it emerged in the course of a remarkable friendship.Gilbert, writing for the Minneapolis Tribune, first met Brooks during his coaching days at the University of Minnesota, whose hockey program he resurrected in the 1970’s. The two became fast friends, and here, for the first time, Gilbert relates anecdotes--his own and former players’--that illuminate Brooks’ oftentimes hard-nosed coaching methods, his dramatic successes, and his incomparable character. From Brooks’ beginnings in East St. Paul and his stint with the 1960 gold medal-winning Olympic team (from which he was famously the last player cut), Gilbert goes on to dissect the coach’s tenure with the Gophers (including three national titles) and the Lake Placid story, from the selection process and yearlong barnstorming tour to the Games themselves. Throughout this and later chapters of Brooks’ career--including coaching turns with St. Cloud State University, four NHL teams, and the 2002 U.S. Olympic squad--readers are treated to impossibly colorful quotes, rare photographs from Brooks’ playing and coaching careers, and pertinent sidebar pieces that originally appeared in the Minneapolis Tribune.

    The five seasoned musicians – Tom Petty, Bob Dylan, George Harrison, Jeff Lynne and Roy Orbison – had gathered to write and record what was intended as a throwaway B-side track. After Harrison submitted the completed song to his record company, he was told that it was too good to be hidden away on the flip side of a European single. Instead, he was instructed to regroup with his fellow musicians and to record an entire album of songs. But for the newly formed supergroup, there was no roadmap, no detailed plan, no record company involvement and no expectation of success. Nicknamed the Billion Dollar Quintet, the five musical legends could all speak of their own individual achievements, their own musical triumphs, as well as their own extended periods of fan indifference. Some of the members had already establishment close knit relationships, while others barely knew each other. This book chronicles how the Traveling Wilburys were formed, what went into the making of their two hit albums and why they never toured. The book also examines how the careers and personal lives of these five men overlapped as well as how they influenced one another. Lastly, this book looks at the group’s musical legacy.

    Techniques for using simple accessories such as bounce cards and diffusers, as well as how to improve a lighting scenario by enhancing it rather than overwhelming it, show photographers how to master this challenging aspect of portraiture.

    In It's a Wonderful After Life, Robinett delves into what heaven is like, if there is a hell, and what the transition to the Other Side is like depending upon cause of death (suicide, natural, accidental, illness, etc). With personal experiences and stories from clients, she also discusses the many signs and symbols that our loved ones share with us to assure that it is a wonderful afterlife.

    The British games industry would go on to create such hits as Tomb Raider and Grand Theft Auto, our innovation and imagination the envy of the world, our programmers the most sought after talent in the fastest growing entertainment medium in history.And it all started here.Welcome to the Speccy Nation.Join veteran games journalist and author Dan Whitehead on a journey through fifty games that helped to define the golden age of British gaming. From the timeless classics to unlikely cult favourites, and even the games so eccentric they could only have come from Britain in the 1980s.Part nostalgic look at the past, and part critical eye on the present and future, Speccy Nation is essential reading for all retro gaming enthusiasts.Includes a foreword by Your Sinclair's Phil "Snouty" South.