The manner in which computers are now able to mimic human thinking is rapidly exceeding human capabilities in everything from chess to picking the winner of a song contest. In the age of machine learning, computers do not strictly need to receive an ‘input command’ to perform a task, but rather ‘input data’. From the input of data they are able to form their own decisions and take actions virtually as a human would. But as a machine, can consider many more scenarios and execute calculations to solve complex problems. This is the element that excites companies and budding machine learning engineers the most. The ability to solve complex problems never before attempted. This is also perhaps one reason why you are looking at purchasing this book, to gain a beginner's introduction to machine learning. This book provides a plain English introduction to the following topics: - Artificial Intelligence - Big Data - Downloading Free Datasets - Regression - Support Vector Machine Algorithms - Deep Learning/Neural Networks - Data Reduction - Clustering - Association Analysis - Decision Trees - Recommenders - Machine Learning Careers This book has recently been updated following feedback from readers. Version II now includes: - New Chapter: Decision Trees - Cleanup of minor errors

    He shows that the scientists of ancient and medieval times not only did not understand what we understand about the world—they did not understand what there is to understand, or how to understand it. Yet over the centuries, through the struggle to solve such mysteries as the curious backward movement of the planets and the rise and fall of the tides, the modern discipline of science eventually emerged. Along the way, Weinberg examines historic clashes and collaborations between science and the competing spheres of religion, technology, poetry, mathematics, and philosophy.An illuminating exploration of the way we consider and analyze the world around us, To Explain the World is a sweeping, ambitious account of how difficult it was to discover the goals and methods of modern science, and the impact of this discovery on human knowledge and development.

    Our bodies are hardwired for sweets, so food giants have developed fifty-six types of sugar to add to their products, creating in us the expectation that everything should be cloying; we've evolved to prefer fast, convenient meals, hence our modern-day preference for ready-to-eat foods. Moss goes on to show how the processed food industry--including major companies like Nestlé, Mars, and Kellogg's--has tried not only to evade this troubling discovery about the addictiveness of food but to actually exploit it. For instance, in response to recent dieting trends, food manufacturers have simply turned junk food into junk diets, filling grocery stores with "diet" foods that are hardly distinguishable from the products that got us into trouble in the first place. As obesity rates continue to climb, manufacturers are now claiming to add ingredients that can effortlessly cure our compulsive eating habits. An account of the legal battles, insidious marketing campaigns, and cutting-edge food science that have brought us to our current public health crisis, Moss lays out all that the food industry is doing to exploit and deepen our addictions, and shows us why what we eat has never mattered more.From the #1 New York Times bestselling author of Salt Sugar Fat comes a powerful exposé of how the processed food industry exploits our evolutionary instincts, the emotions we associate with food, and legal loopholes in their pursuit of profit over public health.

    At the time, most such children are not expected to survive. Her parents and doctors are determined to "fix" her, sending the message over and over again that she is broken. That she will never have a job, a romantic relationship, or an independent life. Enduring countless medical interventions, Riva tries her best to be a good girl and a good patient in the quest to be cured.Everything changes when, as an adult, Riva is invited to join a group of artists, writers, and performers who are building Disability Culture. Their work is daring, edgy, funny, and dark — it rejects tropes that define disabled people as pathetic, frightening, or worthless. They insist that disability is an opportunity for creativity and resistance. Emboldened, Riva asks if she can paint their portraits — inventing an intimate and collaborative process that will transform the way she sees herself, others, and the world. Each portrait story begins to transform the myths she’s been told her whole life about her body, her sexuality, and other measures of normal.Written with the vivid, cinematic prose of a visual artist, and the love and playfulness that defines all of Riva's work, Golem Girl is an extraordinary story of tenacity and creativity. With the author's magnificent portraits featured throughout, this memoir invites us to stretch ourselves toward a world where bodies flow between all possible forms of what it is to be human.

    Tracy Kidder got a preview of this world in the late 1970s when he observed the engineers of Data General design and build a new 32-bit minicomputer in just one year. His thoughtful, prescient book, The Soul of a New Machine, tells stories of 35-year-old "veteran" engineers hiring recent college graduates and encouraging them to work harder and faster on complex and difficult projects, exploiting the youngsters' ignorance of normal scheduling processes while engendering a new kind of work ethic.These days, we are used to the "total commitment" philosophy of managing technical creation, but Kidder was surprised and even a little alarmed at the obsessions and compulsions he found. From in-house political struggles to workers being permitted to tease management to marathon 24-hour work sessions, The Soul of a New Machine explores concepts that already seem familiar, even old-hat, less than 20 years later. Kidder plainly admires his subjects; while he admits to hopeless confusion about their work, he finds their dedication heroic. The reader wonders, though, what will become of it all, now and in the future. —Rob Lightner

    Poe, The Other Einstein offers us a window into a brilliant, fascinating woman whose light was lost in Einstein's enormous shadow. It is the story of Einstein's wife, a brilliant physicist in her own right, whose contribution to the special theory of relativity is hotly debated and may have been inspired by her own profound and very personal insight.Mitza Maric has always been a little different from other girls. Most twenty-year-olds are wives by now, not studying physics at an elite Zurich university with only male students trying to outdo her clever calculations. But Mitza is smart enough to know that, for her, math is an easier path than marriage. And then fellow student Albert Einstein takes an interest in her, and the world turns sideways. Theirs becomes a partnership of the mind and of the heart, but there might not be room for more than one genius in a marriage.

    IT’S A BLOOD SPORT IN THE PERFECT 10.The final of the US Open is just days away, and Juancito Harrington, the world’s best polo player, is found dead in a posh Palm Beach hotel suite.The good news is that Palm Beach P.D. quickly identifies the trophy wife of Juancito’s team owner as the primary suspect. The bad news is that everyone in polo knows that Kelly Dick doesn’t murder her lovers. She recycles them.Only one man can crack the case: Rick Hunt, a West Point graduate currently assigned to the White House. Hunt is no detective, but he’s a lifelong polo player who needs no introduction to the world’s top pros. Or his ex-fiancée. Or her new boyfriend, an old teammate with a score to settle.

    Doug Chamberlain endured many challenges. One challenge was a direct order to bury the remains of a Marine that had been left behind by another unit and be forced to participate in the following cover-up. The order was in direct contraction of United States Marine Corps Policy and the Warrior's Honor Code of never leaving any Marine behind. Following this order meant committing an act of incomprehensible betrayal and dishonor.In this captivating new book, Capt. Chamberlain explains in detail the events that transpired as he was forced into playing the role of a political pawn in a massive wartime cover-up. Capt. Chamberlain expertly paints a picture of deceit and military malfeasance, sharing with the reader the moral and mental struggles that ate away at him in the decades that followed this horrible act.

    Just a few days earlier she’d discovered that Alison, her mousy receptionist at Sage Consulting, had been working as a loan shark on the side. And now Alison, her husband and those thick-necked men in the cheap suits wanted the money back. When a desperate Jane had come to Euphemia, of course she had to help. After all, wasn’t this what she was supposed to do? Euphemia had waited more than twenty years to find out if the story in the mysterious letter she’d received on her thirtieth birthday was true. So when at 53 her first hot flush triggered a genetic switch and gave her unexpected powers, she felt more than ready to save Jane and deal to Alison. But what had seemed simple suddenly became complicated when Alison produced a gun.

    The doctor-patient relationship--the heart of medicine--is broken: doctors are too distracted and overwhelmed to truly connect with their patients, and medical errors and misdiagnoses abound. In Deep Medicine, leading physician Eric Topol reveals how artificial intelligence can help. AI has the potential to transform everything doctors do, from notetaking and medical scans to diagnosis and treatment, greatly cutting down the cost of medicine and reducing human mortality. By freeing physicians from the tasks that interfere with human connection, AI will create space for the real healing that takes place between a doctor who can listen and a patient who needs to be heard.Innovative, provocative, and hopeful, Deep Medicine shows us how the awesome power of AI can make medicine better, for all the humans involved.

    ​Written in a style that is engaging, warm, humorous, and conversational, Dr. David Levy brings his insights and expertise as a veteran psychologist (and baby boomer) and shares a lifetime journey of personal reflections, growth, and wisdom. ​Unlike many other self-help books, this book does not lecture, preach, or dispense advice. It’s not a “how to” book. Rather, as the stories unfold, readers are enticed to look at, reflect on, and find meaning in, their own lives…while laughing, wincing, and learning all along the way. In the same way that Richard Carlson's Don't Sweat the Small Stuff inspired a generation, so will Dr. David Levy's uplifting stories and wise advice.

    You'll learn the concepts by tying them to on-the-job tasks, blending practice and theory in a way that only Head First can. With this book, you'll learn skills through a variety of genuine scenarios, from fixing a malfunctioning office network to planning a network for a high-technology haunted house. You'll learn exactly what you need to know, rather than a laundry list of acronyms and diagrams. This book will help you:Master the functionality, protocols, and packets that make up real-world networking Learn networking concepts through examples in the field Tackle tasks such as planning and diagramming networks, running cables, and configuring network devices such as routers and switches Monitor networks for performance and problems, and learn troubleshooting techniques Practice what you've learned with nearly one hundred exercises, questions, sample problems, and projects Head First's popular format is proven to stimulate learning and retention by engaging you with images, puzzles, stories, and more. Whether you're a network professional with a CCNA/CCNP or a student taking your first college networking course, Head First Networking will help you become a network guru.

    But will he be transformed into something more than human…or something less? The mind-blowing new thriller from the 'New York Times' best-selling author of 'Dark Matter' and 'Recursion'.When the SWAT team gives the all-clear and Logan Ramsay steps into the basement, he has no idea that everything's about to change.Then there's the hiss of aerosol. The explosion. The shrapnel that punctures his hazmat gear. Logan wakes up to find himself in a hospital bed, attended by doctors in their own hazmat suits, his wife and daughter looking on from behind the glass.The doctors say he's been infected by a virus--one designed not to make him sick, but to modify his very genetic structure. In a world where the next-generation gene-editing tool known as Scythe is widely available--and has already reaped disastrous consequences--the possibilities are too many and terrifying to count.Except that after the fever, the pain, the fear...the virus is gone. And according to his government bosses, Logan's got a clean bill of health.But the truth is that with each day that passes, Logan's getting smarter. Seeing things more clearly. He's realizing that he's been upgraded in ways that go beyond even Scythe's capabilities--and that he's been given these abilities for a reason. Because a holy grail of genetic engineering--one that could change our very definitions of humanity--has just been unearthed. And now it's up to him to stop it from falling into the wrong hands. Logan’s becoming something more. Something better. Even with the whole world hunting for him, he might be able to outthink his opponents and win the war that’s coming. But what if it’s at the cost of being himself?

    And don’t miss the next book in the series, North American Maps for Curious Minds! Publisher’s note: Brilliant Maps for Curious Minds was published in the UK under the title Brilliant Maps. Which countries don’t have rivers? Which ones have North Korean embassies? Who drives on the “wrong” side of the road? How many national economies are bigger than California’s? And where can you still find lions in the wild? You’ll learn answers to these questions and many more in Brilliant Maps for Curious Minds. This one-of-a-kind atlas is packed with eye-opening analysis (Which nations have had female leaders?), whimsical insight (Where can’t you find a McDonald’s?), and surprising connections that illuminate the contours of culture, history, and politics. Each of these 100 maps will change the way you see the world—and your place in it.

    Named to Apple iTunes Best of 2013 in Nonfiction and Health."Well written and scrupulously researched, this breezy guide lobbies for an all-encompassing approach to improving one's lifestyle...Rath's '30-Day Guide'...is clear and actionable." -Kirkus review From the author of StrengthsFinder 2.0, How Full Is Your Bucket?, Strengths Based Leadership, and Wellbeing comes a transformative book and online application that will improve your health for years to come. While Tom's bestsellers on strengths and well-being have inspired more than 5 million people in the last decade, Eat Move Sleep reveals his greatest passion and expertise. Quietly managing a serious illness for more than 20 years, Tom has assembled a wide range of information on the impact of eating, moving, and sleeping. Written in his classic conversational style, Eat Move Sleep features the most proven and practical ideas from his research. This remarkably quick read offers advice that is comprehensive yet simple and often counterintuitive but always credible. Eat Move Sleep will help you make good decisions automatic -- in all three of these interconnected areas. With every bite you take, you will make better choices. You will move a lot more than you do today. And you will sleep better than you have in years. More than a book, Eat Move Sleep is a new way to live.