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

    Like you, the elements have lives: personalities and attitudes, talents and shortcomings, stories rich with meaning. You may think of them as the inscrutable letters of the periodic table but you know them much better than you realise. Welcome to a dazzling tour through history and literature, science and art. Here you'll meet iron that rains from the heavens and noble gases that light the way to vice. You'll learn how lead can tell your future while zinc may one day line your coffin. You'll discover what connects the bones in your body with the Whitehouse in Washington, the glow of a streetlamp with the salt on your dinner table. From ancient civilisations to contemporary culture, from the oxygen of publicity to the phosphorus in your pee, the elements are near and far and all around us. Unlocking their astonishing secrets and colourful pasts, Periodic Tales will take you on a voyage of wonder and discovery, excitement and novelty, beauty and truth. Along the way, you'll find that their stories are our stories, and their lives are inextricable from our own.

    

    

    Roger Ekirch illuminates the aspects of life most often overlooked by other historians—those that unfold at night. In this "triumph of social history" (Mail on Sunday), Ekirch's "enthralling anthropology" (Harper's) exposes the nightlife that spawned a distinct culture and a refuge from daily life.Fear of crime, of fire, and of the supernatural; the importance of moonlight; the increased incidence of sickness and death at night; evening gatherings to spin wool and stories; masqued balls; inns, taverns, and brothels; the strategies of thieves, assassins, and conspirators; the protective uses of incantations, meditations, and prayers; the nature of our predecessors' sleep and dreams—Ekirch reveals all these and more in his "monumental study" (The Nation) of sociocultural history, "maintaining throughout an infectious sense of wonder" (Booklist).

    Brinkley–America’s most brazen young con man–arrived in the tiny town of Milford, Kansas. He set up a medical practice and introduced an outlandish surgical method using goat glands to restore the fading virility of local farmers.It was all nonsense, of course, but thousands of paying customers quickly turned “Dr.” Brinkley into America’s richest and most famous surgeon. His notoriety captured the attention of the great quackbuster Morris Fishbein, who vowed to put the country’s “most daring and dangerous” charlatan out of business.Their cat-and-mouse game lasted throughout the 1920s and ’30s, but despite Fishbein’s efforts Brinkley prospered wildly. When he ran for governor of Kansas, he invented campaigning techniques still used in modern politics. Thumbing his nose at American regulators, he built the world’s most powerful radio transmitter just across the Rio Grande to offer sundry cures, and killed or maimed patients by the score, yet his warped genius produced innovations in broadcasting that endure to this day. By introducing country music and blues to the nation, Brinkley also became a seminal force in rock ’n’ roll. In short, he is the most creative criminal this country has ever produced.Culminating in a decisive courtroom confrontation that pit Brinkley against his nemesis Fishbein, Charlatan is a marvelous portrait of a boundlessly audacious rogue on the loose in an America that was ripe for the bamboozling.

    But when she witnesses the unjust and horrifying execution of her beloved aunt Isobel, the precocious child decides to make it her life's mission to bring down the Parliamentary Witchcraft Act. Armed with little save the power of reason, and determined to see justice prevail, Jennet hurls herself into a series of picaresque adventures—traveling from King William's Britain to the fledgling American Colonies to an uncharted island in the Caribbean, braving West Indies pirates, Algonquin Indian captors, the machinations of the Salem Witch Court, and the sensuous love of a young Ben Franklin. For Jennet cannot and must not rest until she has put the last witchfinder out of business.

    Over the centuries, cities and governments have risen and fallen beyond the concent's walls. Three times during history's darkest epochs violence born of superstition and ignorance has invaded and devastated the cloistered mathic community. Yet the avout have always managed to adapt in the wake of catastrophe, becoming out of necessity even more austere and less dependent on technology and material things. And Erasmas has no fear of the outside—the Extramuros—for the last of the terrible times was long, long ago.Now, in celebration of the week-long, once-in-a-decade rite of Apert, the fraas and suurs prepare to venture beyond the concent's gates—at the same time opening them wide to welcome the curious "extras" in. During his first Apert as a fraa, Erasmas eagerly anticipates reconnecting with the landmarks and family he hasn't seen since he was "collected." But before the week is out, both the existence he abandoned and the one he embraced will stand poised on the brink of cataclysmic change.Powerful unforeseen forces jeopardize the peaceful stability of mathic life and the established ennui of the Extramuros—a threat that only an unsteady alliance of saecular and avout can oppose—as, one by one, Erasmas and his colleagues, teachers, and friends are summoned forth from the safety of the concent in hopes of warding off global disaster. Suddenly burdened with a staggering responsibility, Erasmas finds himself a major player in a drama that will determine the future of his world—as he sets out on an extraordinary odyssey that will carry him to the most dangerous, inhospitable corners of the planet . . . and beyond.

    However, when rocks shake off their ancient dust and begin to roll—seemingly of their own volition—carving canals as they converge to form a towering structure amid the ruddy terrain, Lt. Jain and her JSC team realize that their routine geological survey of a Martian cave system is anything but. The only clues they have stem from the emissions of a mysterious blue radiation, and a 300-year-old journal that is writing itself.Lt. Thomas Weatherby of His Majesty’s Royal Navy is an honest 18th-century man of modest beginnings, doing his part for King and Country aboard the HMS Daedalus, a frigate sailing the high seas between continents…and the immense Void between the Known Worlds.With the aid of his fierce captain, a drug-addled alchemist, and a servant girl with a remarkable past, Weatherby must track a great and powerful mystic, who has embarked upon a sinister quest to upset the balance of the planets—the consequences of which may reach far beyond the Solar System, threatening the very fabric of space itself.

    From moral ethics to the philosophies of religions, The Philosophy Book sheds a light on the famous ideas and thinkers from the ancient world through the present day. Including theories from Pythagoras to Voltaire and Mary Wollstonecraft to Noam Chomsky, The Philosophy Book offers anyone with an interest in philosophy an essential resource to the great philosophers and the views that have shaped our society.

    Its sprawling, encyclopedic narrative, and penetrating analysis of the impact of technology on society make it an intellectual tour de force.

    She is a single, twentysomething, gun-loving, Christian, Republican writer and blogger, the daughter of a Senator and 2008 Republican presidential nominee. He is a married, forty-year-old, gun-fearing, atheist, Democrat comedian, the son of a lesbian former Social Security employee. Meghan McCain and Michael Ian Black barely know each other. But they are about to change the way politics is discussed in America.Or at least the way politics are discussed in their crappy RV. In America, You Sexy Bitch, Meghan and Michael embark on a balls-out, cross-country tour starting in California, the heart of liberal America, and ending in the state of Connecticut, the home of blue-blood Wall Street billionaires. Along the way, they visit such cultural touchstones as Graceland and Branson, party in Las Vegas and New Orleans, pretend to be Mormon in Salt Lake City (only for a second), and go to a mosque in Dearborn, Michigan. They tour the nation’s capital; they fire semiautomatic weapons. But mostly Meghan McCain and Michael Ian Black talk to each other: about their differences, their similarities, and how American politics has gotten so divided.

    the Kingdom is losing spies in Kesh, disappearing - either murdered, or turned to the enemy side. Information has become scant and unreliable; but dark forces are coming. The Keshian Confederacy is assembling under an old enemy in new guise., and powerful magician Pug's youngest son brings new apprentices into the family. As the men of the West answer the King's call to muster, Martin conDoin - left as caretaker of Crydee Keep - is left with old men and young boys

    Thirty years ago, an elven prince led an expedition in search of a legendary magic said to be more powerful than any in the world. Of all those who set out on that ill-fated voyage, not one has ever returned. Until now. The rescued elf carries a map covered with mysterious symbols–and Walker Boh, the last of the Druids, has the skill to decipher them. But someone else understands the map’s significance: the Ilse Witch, a ruthless young woman who wields a magic as potent as his own. She will stop at nothing to possess the map–and the magic it leads to. Thus begins the first volume of a dazzling new adventure in one of the most popular fantasy series of our time