Right?! Machine Learning is a branch of computer science that wants to stop programming computers using a detailed list of commands to follow blindly. Instead, their aim is to implement high-level routines that teach computers how to approach new and unknown problems – these are called algorithms. In practice, they want to give computers the ability to Learn and to Adapt. We can use these algorithms to obtain insights, recognize patterns and make predictions from data, images, sounds or videos we have never seen before – or even knew existed. Unfortunately, the true power and applications of today’s Machine Learning Algorithms remain deeply misunderstood by most people. Through this book I want fix this confusion, I want to shed light on the most relevant Machine Learning Algorithms used in the industry. I will show you exactly how each algorithm works, why it works and when you should use it. Supervised Learning Algorithms K-Nearest Neighbour Naïve Bayes Regressions Unsupervised Learning Algorithms: Support Vector Machines Neural Networks Decision Trees

    In addition, he acknowledges Yellowstone's history as ground zero for the conflicts between preservation and development.

     From 1799 to 1804 German naturalist and adventurer Alexander von Humboldt conducted the first extensive scientific exploration of Latin America. At the completion of his arduous 6,000-mile journey, he was feted by Thomas Jefferson and presented to Napoleon, and, with the subsequent publication of his findings, he would be hailed as the greatest scientific genius of his age. Humboldt’s Cosmos tells the story of this extraordinary man who was equal parts Einstein and Livingstone, and of the adventure that defined his life. Gerard Helferich vividly recounts Humboldt’s expedition through the Amazon and over the Andes, highlighting his paradigm-changing discoveries along the way. During the course of the expedition, Humboldt cataloged more than 60,000 plants, set an altitude record climbing the volcano Chimborazo, and became the first to study the great cultures of the Aztecs and Incas. In the process, he revolutionized geology and laid the groundwork for modern sciences such as climatology, oceanography, and geography—and his contributions would influence future greats such as Charles Darwin and shape the course of science for centuries to come. Published in time for the bicentennial of the expedition’s completion in May 1804, Humboldt’s Cosmos is a dramatic tribute to one of history’s most audacious adventurers, whom Stephen Jay Gould noted “may well have been the world’s most famous and influential intellectual.”

     The Soul of the Rhino is the spirited yet humble account of Mishra’s unique personal journey. Fresh out of university in the 1970s, Mishra embarks on his conservation work with the help of an ornery but steadfast elephant driver, the Nepalese royal family, and handfuls of  like-minded scientists whose aim is to protect the animal in the foothills of the Himalayas. Yet, in spite of decades spent creating nature reserves and moving rhinos to protected areas, arm-wrestling politicians, and raising awareness for the cause, Mishra is still fearful about the future of the Indian Rhino. To this day, Nepal is overrun by armed insurgents, political violence, and poachers who could kill off this magnificent creature for good.   Filled with candor and bittersweet humor, Mishra re-creates his journey on behalf of the rhino, an ugly yet enchanting, terrifying yet delicate creature. The first book of its kind to delve into the multi-layered political labyrinths of South Asian wildlife conservation, and one man’s endurance in the face of it all, The Soul of the Rhino is sure to win over yourheart and soul.

    but this year, something goes very wrong! After being swallowed by an old tree, they find themselves trapped in a strange world filled with weird creatures and a curious old miracle-maker. Their only hope is to find the mysterious Stone Key... the key that will return the Isle of Mayhem back into the Isle of Miracles, and open the door that will allow Sandy and Tim to return home.But in a land filled with dangerous Wartwings and Blinkmongers and other scary creatures, how can they possibly succeed?

    These first geologists were made up primarily, and inevitably, of gentlemen with the necessary wealth to support their interests, yet boosting their numbers, expanding their learning and increasing their findings were clergymen, academics – and women. This lively and eclectic collection of characters brought passion, eccentricity and towering intellect to geology and Brenda Maddox in Reading the Rocks does them full justice, bringing them to vivid life. The new science of geology was pursued by this assorted band not only because they loved it but also because it opened a window on Earth's ancient past. They showed great courage in facing the conflict between geology and Genesis that immediately presented itself: for the rocks and fossils being dug up showed that the Earth was immeasurably old, rather than springing from a creation made in the six days that the Bible claimed. Moreover, the fossil evidence revealed upward progress in the changing forms of life. It is no coincidence that Charles Darwin was a keen geologist.The individual stories of these first geologists, their hope and fears, triumphs and disappointments, the theological, philosophical and scientific debates their findings provoked, and the way that as a group, they were to change irrevocably and dramatically our understanding of the world is told by Brenda Maddox with a storyteller's skill and a fellow scientist's understanding. The effect is absorbing, revelatory and strikingly original. - See more at: http://www.bloomsbury.com/uk/reading-...

    Gordon B. Gray has it all, a Nobel Prize, tenure at Caltech University and looks that make women swoon. Last night he was tossing frozen pumpkins off the library roof and today -- well -- he's saving the world. When twenty-two of Dust, West Virginia's twenty-three inhabitants disappear into thin air, U.S. Army Lieutenant General John Wilkinson resorts to enlisting the brilliant young professor, who quickly finds himself caught in an international tangle of assassins, truth movements, mad physicists and wild conspiracies. With no clear endgame in sight and the world at stake, Gordon embarks on a perilous journey that takes him from the backwoods trailers of Appalachia, to the desolate wilderness of Siberia's enigmatic Tunguska region, where one man's decisions can impact the course of human history. The Officially Unofficial Files of Dr. Gordon B. Gray is a smart adventure thriller brimming with suspense, international intrigue and mind-bending science that will resonate with readers long after they've turned the last page.

    Each of us, too, is a landscape inscribed by memory and loss. One life-defining lesson Lauret Savoy learned as a young girl was this: the American land did not hate. As an educator and Earth historian, she has tracked the continent’s past from the relics of deep time; but the paths of ancestors toward her—paths of free and enslaved Africans, colonists from Europe, and peoples indigenous to this land—lie largely eroded and lost.In this provocative and powerful mosaic of personal journeys and historical inquiry across a continent and time, Savoy explores how the country’s still unfolding history, and ideas of “race,” have marked her and the land. From twisted terrain within the San Andreas Fault zone to a South Carolina plantation, from national parks to burial grounds, from “Indian Territory” and the U.S.-Mexico Border to the U.S. capital, Trace grapples with a searing national history to reveal the often unvoiced presence of the past.In distinctive and illuminating prose that is attentive to the rhythms of language and landscapes, she weaves together human stories of migration, silence, and displacement, as epic as the continent they survey, with uplifted mountains, braided streams, and eroded canyons.

    How to find, identify, measure, and interpret the clues mammals leave behind--explained and illustrated like never before. Includes essays that contextualize tracking as a developing science continually garnering more interest and participation; included also are instructive anecdotes from the author's work as a tracker and wildlife expert. An invaluable resource for beginning or professional trackers and wildlife enthusiasts in all North American locations.

    Until the day he heard something so astonishing that he had an epiphany: rather than quashing rare or bizarre sounds, we should be celebrating these sonic treasures.This is the story of his investigation into the mysteries of these Sonic Wonders of the World. In the Mojave Desert he finds sand dunes that sing. In France he discovers an echo that tells jokes. In California he drives down a musical road that plays the William Tell Overture. In Cathedrals across the world he learns how acoustics changed the history of the Church.Touching on physics, music, archaeology, neuroscience, biology, and design, Cox explains how sound is made and altered by the environment and how our body reacts to peculiar noises – from the exotic sonic wonders he encounters on his journey, or the equally unique and surprising sounds of our everyday environment.In a world dominated by the visual, Sonic Wonderland encourages us to become better listeners and to open our ears to the glorious cacophony around us. Listen to a selection of astonishing sounds here: https://soundcloud.com/sonicwonderland

    Twelve years later, Ruzo—now a geoscientist—hears his aunt mention that she herself had visited this strange river. Determined to discover if the boiling river is real, Ruzo sets out on a journey deep into the Amazon. What he finds astounds him: In this long, wide, and winding river, the waters run so hot that locals brew tea in them; small animals that fall in are instantly cooked. As he studies the river, Ruzo faces challenges more complex than he had ever imaged. The Boiling River follows this young explorer as he navigates a tangle of competing interests—local shamans, illegal cattle farmers and loggers, and oil companies. This true account reads like a modern-day adventure, complete with extraordinary characters, captivating plot twists, and jaw-dropping details—including stunning photographs and a never-before-published account about this incredible natural wonder. Ultimately, though, The Boiling River is about a man trying to understand the moral obligation that comes with scientific discovery —to protect a sacred site from misuse, neglect, and even from his own discovery.

    But why? Where is she going? With just one word per page, in lush, color-rich landscapes, we learn about the features that make up our world: an archipelago, a dune, an isthmus, a lagoon. Across them all, the tiger roams. An enigmatic investigation of our world's most beautiful places from bestselling author Dave Eggers, beautifully illustrated by debut artist Angel Chang.• Each page introduces young readers to a different geographic element—from archipelagos to lagoons to gorges• Universal story of a mother's arduous journey back to her family• Quirky and enigmatic story with hipster appealFans of Symphony City, Goodbye Summer, Hello Autumn, Curiousitree, and Natural Wonders of the World will love this book. This book is perfect for:• Parents and grandparents• Teachers• Fans of Dave Eggers or McSweeney's• Fans of wildlife or animal lovers• Art book lovers

    After sorting out the labels Black, English Whites, Afrikaners, and Coloreds, the discussion pushes on to more difficult questions: Why should you never give a White woman a white-gold engagement ring? Why do Indian men always play sports in jeans? and How do Colored gangsters fare in the navy?

    The demand for vintage trailers-the smaller the better-has risen dramatically in recent years, with the most in-demand trailers being "teardrops," first manufactured in the 1930s and containing just indoor sleeping space and an outdoor exterior kitchen. Also profiled in the book are "canned ham" trailers, whose shape resembles the profile of a can of ham; small-size examples of America's most beloved vintage trailer, the Airstream; miniscule gypsy caravans in Europe; and fiberglass trailers made in Canada. Two hundred color photographs showcase these trailers' sleek exteriors, retro-styled interiors, and, in many cases, the restored classic cars that tow them. Teardrops and Tiny Trailers includes a resource section chock-full of places to locate vintage trailers, clubs to join, and rallies to attend.

    The story spans more than forty years, following the fate of a magnificent sand dune on Lake Michigan and the people who care about it. Author and narrator Heather Shumaker shares the remarkable untold stories behind protecting land and creating new nature preserves. Written in a compelling narrative style, the book is intended in part as a case study for landscape-level conservation and documents the challenges of integrating economic livelihoods into conservation and what it really means to "preserve" land over time.This is the story of a small band of determined townspeople and how far they went to save beloved land and endangered species from the grip of a powerful corporation. Saving Arcadia is a narrative with roots as deep as the trees the community is trying to save, something set in motion before the author was even born. And yet, Shumaker gives a human face to the changing nature of land conservation in the twenty-first century. Throughout this chronicle we meet people like Elaine, a nineteen-year-old farm wife; Dori, a lakeside innkeeper; and Glen, the director of the local land trust. Together with hundreds of others they cross cultural barriers and learn to help one another in an effort to win back the six-thousand-acre landscape taken over by Consumers Power that is now facing grave devastation. The result is a triumph of community that includes working farms, local businesses, summer visitors, year-round residents, and a network of land stewards.A work of creative nonfiction, Saving Arcadia is the adventurous tale of everyday people fighting to reclaim the land that has been in their family for generations. It explores ideas about nature and community, and anyone from scholars of ecology and conservation biology to readers of naturalist writing can gain from Arcadia's story.