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

    When one of his release sites was raided by a golden eagle, he managed to save a peregrine chick, and decided to make an improbable two-thousand-mile trip with the surviving young falcon, Dolly. From the Canadian border to the Gulf of Mexico, following the autumnal migration of waterfowl, O'Brien taught her to hunt as a wild falcon would, in the hopes of releasing her into the natural world. The Rites of Autumn is the riveting account of their incredible journey. (51/2 X 81/4, 208 pages, map)

    Through Abbey's own writings and personal papers, as well as interviews with friends and acquaintances, Bishop gives us a penetrating, compelling, no-holds-barred view of tile life and accomplishments of this controversial figure.

    From factories to farmlands, freeways to forest, each new landscape is explored through stunning illustrations and poetic text from this award-winning picture-book creator.

    Though he was a scientist by profession, he was an explorer at heart. While journeying around South America for the first time aboard a ninety-foot-long ship named the Beagle, Charles collected insets, dug up bones, galloped with gauchos, encountered volcanoes and earthquakes, and even ate armadillo for breakfast! The discoveries he made during this adventure would later inspire ideas that changed how we see the world.   Complete with mesmerizing map work that charts Darwin's thrilling five-year voyage, as well as "Fun Facts" and more, Charles Darwin's Around-the-World Adventure captures the beauty and mystery of nature with wide-eyed wonder.

    Paddle's journey, in text and pictures, through the Great lakes to the Atlantic Ocean provides an excellent geographic and historical picture of the region.

    that the science is settled. Author Lawrence Solomon an internationally renowned environmentalist shows these men have faced a vicious campaign of intimidation by those who, like Al Gore, seek to pervert science and silence dissent to advance their own political agenda. Some have been intimidated into silence. Others have seen their funding denied and their labs shut down as a result of political pressure. But the testimony of their work remains too powerful to deny. Extensively footnoted including URLs to crucial scientific papers (and lively e-mails detailing the inside politics of global warming) and lavishly illustrated with charts and graphs, The Deniers will do more than spark controversy. The Deniers is destined to become the most reliable and provocative sourcebook on the real global warming debate.

    You may find it for free on the web. Purchase of the Kindle edition includes wireless delivery.

    Even Mum has gone out. The note says, 'I have to check my emails. I'll snowmobile to the meltline and be back soon. XX Mummy'. And I think, 'Good. I can feed my bear...'" Darcy's life was never exactly simple, but it was about to become a lot more complicated. Recovering from a distressing illness in her parents' cabin surrounded by looming pine trees, Darcy spends most of her days alone, warming herself by the log fire. That is, until she ventures into the woods hours before a heavy snowstorm, and finds herself face-to-face with a grizzly bear. Their encounter takes a surprising turn when it flourishes into a warm and caring companionship. Set against the backdrop of the snowy Yellowstone National Park in Montana.

    From dazzling blue lapis lazuli to volcanic snowflake obsidian, an incredible variety of rocks are showcased in all their splendor. Poetic in voice and elegant in design, this book introduces an array of facts, making it equally perfect for classroom sharing and family reading.

    Young readers will immediately fall for this wide-eyed puff, and welcome facts along with humor and personality as they bask in the accomplishment of breezing through each chapter.

    Broken down by region, this unusual guide features 70 aerial photographs; a fold-out map of North America showing major flight paths; profiles of each region covering its landforms, waterways, and cities; tips on spotting major sights, such as the Northern Lights, the Grand Canyon, and Disney World; tips on spotting not-so-major sights such as prisons, mines, and Interstates; and straightforward, friendly text on cloud shapes, weather patterns, the continent's history, and more. A terrific book for kids, frequent flyers, and armchair travelers alike, Window Seat is packed with curious facts and colorful illustration, proving that flying doesn't have to be a snooze. When it's possible to "read" the landscape from above, a whole world unfolds at your feet.

    First come the small plants and animals, and later, people. This is a tale as old-and as new-as the ground we walk on.

    This beautifully illustrated, humorous, and insightful picture book offers a new twist on the classic boy-and-his-dog story!On a rainy day, Frank’s parents take him to the shelter to get a new dog. That’s how Frank finds Lucky, and from that moment on, they’re inseparable. As Frank and Lucky venture out into the world around them, they discover they both have a lot to learn. Exploring their neighborhood teaches them about biology: Lucky learns all about squirrels, deer, and—unfortunately for Frank—skunks. Sharing a bed teaches them about fractions—what happens when one dog takes up three-quarters of the bed, or even the whole thing? They even learn different languages: Frank makes a friend who speaks Spanish and Lucky tries to learn Duck! Who knew you could learn so much without ever setting foot inside a classroom?

    It is the most complete photographic guide to British birds ever published and the only one to be designed to give everything that you need on each spread in a simple-to-use format. Every text entry covers identification of adults and juveniles, songs and calls, and where they are most likely to be found.Illustrated with specially commissioned photography and maps to show where in Britain the birds are found and at what time of year, this accessible guide also features cross-references to similar-looking species, containing everything a birdwatcher needs to know in one, easy-to-use, portable volume. It is the perfect photographic field guide for the birdwatching beginner.