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

    

    Author and historian Albert Buchanan recreates the engagements of the Pacific and Atlantic combat theaters with near clinical detail, from the Pearl Harbor Attack to the Japanese surrender aboard the USS Missouri. Interwoven within these aerial combat narratives is background information on technological innovations, production methods, training programs, and the important players involved. This new edition of The Navy's Air War: A Mission Completed includes annotations and photographs from World War 2. *Annotations. *Images.

    But by the year 1900, a new type of lawyer was born, one who understood business as well as the law. Working hand in glove with their clients, over the next two decades these New York City "white shoe" lawyers devised and implemented legal strategies that would drive the business world throughout the twentieth century. These lawyers were architects of the monopolistic new corporations so despised by many, and acted as guardians who helped the kings of industry fend off government overreaching. Yet they also quietly steered their robber baron clients away from a "public be damned" attitude toward more enlightened corporate behavior during a period of progressive, turbulent change in America.Author John Oller, himself a former Wall Street lawyer, gives us a richly-written glimpse of turn-of-the-century New York, from the grandeur of private mansions and elegant hotels and the city's early skyscrapers and transportation systems, to the depths of its deplorable tenement housing conditions. Some of the biggest names of the era are featured, including business titans J. P. Morgan and John D. Rockefeller, lawyer-statesmen Elihu Root and Charles Evans Hughes, and presidents Theodore Roosevelt, William Howard Taft, and Woodrow Wilson.Among the colorful, high-powered lawyers vividly portrayed, White Shoe focuses on three: Paul Cravath, who guided his client George Westinghouse in his war against Thomas Edison and launched a new model of law firm management--the "Cravath system"; Frank Stetson, the "attorney general" for financier J. P. Morgan who fiercely defended against government lawsuits to break up Morgan's business empires; and William Nelson Cromwell, the lawyer "who taught the robber barons how to rob," and was best known for his instrumental role in creating the Panama Canal.In White Shoe, the story of this small but influential band of Wall Street lawyers who created Big Business is fully told for the first time.

    He explains how bankers worldwide created a secret trillion-dollar machine that delivered cheap mortgages to the masses and riches beyond dreams to the financial innovators.Fundamental to this saga is how “the people who hated to lose” were persuaded to accept risk by “the people who loved to win.” Why did people come to trust and respect arcane financial tools? Who were the bankers competing to assemble the basic components into increasingly intricate machines? How did this process achieve its own unstoppable momentum—ending in collapse, bailouts, and a public outcry against the giants of finance?Provocative and intriguing, The Devil’s Derivatives sheds much-needed light on the forces that fueled the most brutal economic downturn since the Great Depression.

    It starts with Po Bronson coming to IndieBio.Arvind Gupta created IndieBio as a laboratory for early biotech startups trying to solve major world problems. Glaciers melting. Dying bees. Infertility. Cancer. Ocean plastic. Pandemics.Arvind is the fearless one, a radical experimentalist. Po is the studious detective, patiently synthesizing clues others have missed. Their styles mix and create a quadratic speedup of creativity. Yin and Yang crystallized.As they travel around the world, finding scientists to join their cause, the authors bring their firsthand experience to the great mysteries that haunt our future. Natural resource depletion. Job-taking robots. China's global influence.Arvind feels he needs to leave IndieBio to help startups do more than just get started. But as his departure draws near, he struggles to leave the sanctum he created. While Po has to prove he can keep the "indie" in IndieBio after Arvind is gone.After looking through their lens, you'll never see the world the same.

    While commenting on the latest research, Landes never loses his focus on the historical meaning of time and its many perceptions and uses, questions that go beyond history, that involve philosophers and possibly, theologians and literary folk as well.

    From 1851, in the space of little more than a decade, the world was reshaped by technology, trade, mass migration and war. As instantaneous electric communication bridged the vast gulfs that separated human societies, millions of settlers travelled to the far corners of the Earth, building vast cities out of nothing in lightning-quick time. A new generation of fast steamships and railways connected these burgeoning frontier societies, shrinking the world and creating an interlinked global economy.In the company of fortune-seekers and ordinary migrants, we journey to these rapidly expanding frontiers, savouring the frenetic activity and optimism of the boom-towns of the 1850s in Australia, New Zealand the United States. This is a story not only of rapid progress, but of the victims of an assurgent West: indigenous peoples who stood in the pathways of economic expansion, Asian societies engulfed by the forces of modernisation. We join, among others, Muslim guerrilla fighters in the Caucasus mountains and freelance empire-builders in the jungles of Nicaragua, British free trade zealots preying on China and samurai warriors resisting Western incursions in Japan. No less important are the inventions, discoveries and technologies that powered progress, and the great engineering projects that characterised the Victorian heyday, notably the transatlantic telegraph cable.In a fast-paced, kaleidoscopic narrative, Ben Wilson recreates a time of explosive energy and dizzying change, a rollercoaster ride of booms and bust, witnessed through the eyes of the men and women reshaping its frontiers. At the centre stands Great Britain. The country was the peak of its power between 1851 and the mid-1860s as it attempted to determine the destinies of hundreds of millions of people. Heyday is a dazzlingly innovative take on a period of extraordinary transformation, a little-known decade that was fundamental in the making not only of Britain but of the modern world.

     Geneva Snow commits the unforgivable Southern sin. No longer the apple of her father’s eye, she is a pariah, defying her society's most sacrosanct rule. To protect her—and hoping for a change of heart—her shattered yet steadfast father hides her at Cairnaerie, his mountain estate. But his iron-willed daughter is unrepentant. After years of solitude, an older and wiser Geneva is finally mellowing, and she is desperate to leave a legacy worthy of the father she loved and lost. To that end, she engages an unwitting young history professor for help to escape Cairnaerie long enough to attend the wedding of her granddaughter—a girl dangerously unaware of her lineage. But when a postman’s malevolence and a colleague’s revenge converge, Geneva's long-kept secret is exposed. For a second time, she faces a calamity of her own making. Only this time, there is no place to hide.

    Within the course of a decade, tracks were being laid as far afield as Australia and Cuba, and by the outbreak of World War I, the United States alone boasted over a quarter of a million miles. With unrelenting determination, architectural innovation, and under gruesome labor conditions, a global railroad network was built that forever changed the way people lived. From Panama to Punjab, from Tasmania to Turin, Christian Wolmar shows how cultures were enriched, and destroyed, by one of the greatest global transport revolutions of our time, and celebrates the visionaries and laborers responsible for its creation.

    It includes many new standards, new technologies and new vendor-specific terms.

    The Language of the Game is a passionate and engaging introduction to soccer's history, tactics, and human drama. Profiling soccer's full cast of characters -- goalies and position players, referees and managers, commentators and fans -- historian and soccer scholar Laurent Dubois describes how the game's low scores, relentless motion, and spectacular individual performances combine to turn each match into a unique and unpredictable story. He also shows how soccer's global reach makes it an unparalleled theater for nationalism, international conflict, and human interconnectedness, with close attention to both men's and women's soccer.Filled with perceptive insights and stories both legendary and little known, The Language of the Game is a rewarding read for anyone seeking to understand soccer better -- newcomers and passionate followers alike.

    Who were these 15 to 17 year-old Hitler Youth soldiers, why were they so fanatical, and how could they be cleanly defeated? The Allied mood turned to bitterness and hatred as the brutal cunning and sheer ruthlessness of the boy soldiers and their adult leaders became clear. This book assembles a range of astonishing eyewitness testimony to the ferocious combat between Hitler Youth panzer troops, snipers and infantry against British and Canadian forces after D-Day. There are the disturbing combat experiences of surviving 12th SS Panzer fighters themselves, recorded after the war; eyewitness accounts from Allied soldiers who fought tank-to-tank and hand-to-hand against these opponents in the hedgerows, fields and streets of Normandy; and accounts too from terrified French civilians caught up in the firefights. The accounts featured are: The Tank Destroyer (Jagdpanzer IV) The Bocage Ambush (British Sergeant) The Battle for the Bunkers (12th SS Panthers) The Flail Tanks (French Civilian) The Panzerfaust Fighters (Hitlerjugend Panzergrenadiers) The Sniper (Canadian Captain) The War Crimes (12th SS Panzer Radio Operator) Panthers in the Smoke (British Cromwell Commander) Thunderbolts, Typhoons and Flak (12th Panzer Flak Unit) These are graphic and often shocking accounts of one of the strangest phases of the second world war in the west, and one that left a dreadful mark on so many who were involved in it. Sprech Media is an independent researcher and publisher of eyewitness testimonies to armed conflict in the 20th century.

    It was fought at a place thousands of miles from land, by hundreds of planes over distances of hundreds of miles. It saw four massive Japanese aircraft carriers pitted against three similarly huge American carriers in a battle for domination of the Pacific. The battle is the story of the young Japanese empire seeking to challenge the established industrial power of America. Japan had smashed America at Pearl Harbour, shaken her at Coral Sea. Now she was ready to risk all in one mighty attempt to drive the United States Navy from the Pacific Ocean. Japan’s admirals put to sea confident that they could take the Americans by surprise, take the Midway atoll and destroy the American carriers. American espionage ensured that Admiral Nimitz had full knowledge of the planned attack, so turning a Japanese trap into an American ambush. The battle that followed raged over three days, full of set backs and disaster for each side. But Admirals Yamamoto and Nagumo had over-reached themselves and suffered the greatest naval defeat in history. America entered Midway on the defensive, still a hesitant participant in the war. She left the battle as the world’s first super power. Richard Freeman graduated in mathematics before following a career in distance education. He now writes on naval history. His other books include 'The Great Edwardian Naval Feud'. Endeavour Press is the UK's leading publisher of digital books.