A new chapter on the Use of Force has been added and further discussion of the Environment. Its clarity, excellent structure, detailed referencing and depth and maturity of analysis make it the ideal text for students, scholars and practitioners.

    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

     Criminal attorney Max Harrison takes on a case for an old school friend, Wayne Snowden. Wayne has been charged with the attempted murder of an old flame, but it quickly becomes evident that the prosecution is not interested in this conviction. So why are they still pressing ahead with the charge? What is Wayne hiding? This thrilling legal short story will take you for a ride through the courtroom and leave you with twists and turns that you didn’t see coming.

    . . and he's hit the jackpot! After the success of his first two books, Duh! and They Did What!?, Fenster has struck again with Well, Duh! Our Stupid World, and Welcome to It. More tales of the dim-witted and simpleminded are incorporated in chapters such as: Food for Thoughtlessness: The All-Turnip Diet and Other Loony Meals at the Mindless Cafe Hollyweird: Bird Brains in Tinsel Town Dumb Ways to Die: Buried Alive but Not for Long Government by the Idiots: How to Get Elected to AnythingCombined sales of Bob Fenster's previous two books total over 50,000 copies.Ted Rueter is a self-described political junkie and a professor of political science at Tulane University in New Orleans. He is the author of eight books and has written for the New York Times, USA Today, the Los Angeles Times, and the Christian Science Monitor. He earned a Ph.D. from the University of Wisconsin-Madison and has taught at Middlebury College, Georgetown University, Smith College, and UCLA. He is the founder of Noise Free America (Noisefree.org). His Web site is DrPolitics.com.Bob Fenster has combed the world of the intellectually challenged searching for more tales of stupidity to entertain us with . . . and he's hit the jackpot! After the success of his first two books, Duh! and They Did What!?, Fenster has struck again with Well, Duh! Our Stupid World, and Welcome to It. More tales of the dim-witted and simpleminded are incorporated in chapters such as: Food for Thoughtlessness: The All-Turnip Diet and Other Loony Meals at the Mindless Cafe Hollyweird: Bird Brains in Tinsel Town Dumb Ways to Die: Buried Alive but Not for Long Government by the Idiots: How to Get Elected to AnythingCombined sales of Bob Fenster's previous two books total over 50,000 copies.

    Yet today there is only one—homo sapiens. What happened to the others? And what may happen to us?In this first volume of the full-color illustrated adaptation of his groundbreaking book, renowned historian Yuval Harari tells the story of humankind’s creation and evolution, exploring the ways in which biology and history have defined us and enhanced our understanding of what it means to be “human.” From examining the role evolving humans have played in the global ecosystem to charting the rise of empires, Sapiens challenges us to reconsider accepted beliefs, connect past developments with contemporary concerns, and view specific events within the context of larger ideas. Featuring 256 pages of full-color illustrations and easy-to-understand text covering the first part of the full-length original edition, this adaptation of the mind-expanding book furthers the ongoing conversation as it introduces Harari’s ideas to a wide new readership.

    and this creature's home is the inarticulate as well as the articulate.’ John Berger's work has revolutionized the way we understand visual language. In this new book he writes about language itself, and how it relates to thought, art, song, storytelling and political discourse today. Also containing Berger's own drawings, notes, memories and reflections on everything from Albert Camus to global capitalism, Confabulations takes us to what is ‘true, essential and urgent’.

    In the studio Louise unexpectedly finds freedom to be herself. But someone has been watching her every move...

    Interstellar: Beyond Time and Space documents the making of Nolan's latest masterpiece in fascinating detail and features interviews with the acclaimed director, along with screenwriter Jonathan Nolan, producer Emma Thomas, and other key members of the production team. Delving into the science and philosophy behind the film, Interstellar: Beyond Time and Space dynamically showcases its incredible concept art, including costume designs, storyboards, and other fascinating preproduction elements. Also featuring interviews with the exceptional cast, including Matthew McConaughey and Anne Hathaway, Interstellar: Beyond Time and Space tells the full story of the making of the film, with candid pictures illustrating its elaborate set pieces and reliance on classic special effects techniques. Visually enthralling and engrossing in its in-depth exploration of the themes and ideas at the heart of Interstellar, this book is the perfect accompaniment to one of the most anticipated films of 2014. Based on the film from Warner Bros. Pictures and Paramount Pictures. From acclaimed filmmaker Christopher Nolan ("The Dark Knight" films, "Inception"), "Interstellar" stars Oscar winner Matthew McConaughey ("Dallas Buyers Club"), Oscar winner Anne Hathaway ("Les Misébles"), Oscar nominee Jessica Chastain ("Zero Dark Thirty"), Bill Irwin ("Rachel Getting Married"), Oscar winner Ellen Burstyn ("Alice Doesn't Live Here Anymore"), and Oscar winner Michael Caine ("The Cider House Rules"). The main cast also includes Wes Bentley, Casey Affleck, David Gyasi, Mackenzie Foy and Topher Grace. Christopher Nolan directed the film from a screenplay he co-wrote with Jonathan Nolan. Emma Thomas, Christopher Nolan and Lynda Obst produced "Interstellar," with Jordan Goldberg, Jake Myers, Kip Thorne and Thomas Tull serving as executive producers. Warner Bros. Pictures and Paramount Pictures present, in association with Legendary Pictures, a Syncopy/Lynda Obst Productions production, a film by Christopher Nolan, "Interstellar."

    Yet this influence is not unidirectional, say the authors  of this fascinating book: people profoundly influence crow culture, ecology, and evolution as well. Examining the often surprising ways that crows and humans interact, John Marzluff and Tony Angell contend that those interactions reflect a process of “cultural coevolution.” They offer a challenging new view of the human-crow dynamic—a view that may change our thinking not only about crows but also about ourselves. Featuring more than 100 original drawings, the book takes a close look at the influences people have had on the lives of crows throughout history and at the significant ways crows have altered human lives. In the Company of Crows and Ravens illuminates the entwined histories of crows and people and concludes with an intriguing discussion of the crow-human relationship and how our attitudes toward crows may affect our cultural trajectory. As the authors state in their preface: “Crows and people share similar traits and social strategies. To a surprising extent, to know the crow is to know ourselves."

    A city of gas lamps, cobblestone streets, and horse-drawn carriages—and home to the controversial surgeon Dr. Spencer Black. The son of a grave robber, young Dr. Black studies at Philadelphia’s esteemed Academy of Medicine, where he develops an unconventional hypothesis: What if the world’s most celebrated mythological beasts—mermaids, minotaurs, and satyrs—were in fact the evolutionary ancestors of humankind?  The Resurrectionist offers two extraordinary books in one. The first is a fictional biography of Dr. Spencer Black, from a childhood spent exhuming corpses through his medical training, his travels with carnivals, and the mysterious disappearance at the end of his life. The second book is Black’s magnum opus: The Codex Extinct Animalia, a Gray’s Anatomy for mythological beasts—dragons, centaurs, Pegasus, Cerberus—all rendered in meticulously detailed anatomical illustrations. You need only look at these images to realize they are the work of a madman. The Resurrectionist tells his story.

    His liberating message: you'll be more successful if you stop struggling so hard to plan or control your success. Messy is a deeply researched, endlessly eye-opening adventure in the life-changing magic of not tidying up' Oliver BurkemanThe urge to tidiness seems to be rooted deep in the human psyche. Many of us feel threatened by anything that is vague, unplanned, scattered around or hard to describe. We find comfort in having a script to rely on, a system to follow, in being able to categorise and file away.We all benefit from tidy organisation - up to a point. A large library needs a reference system. Global trade needs the shipping container. Scientific collaboration needs measurement units. But the forces of tidiness have marched too far. Corporate middle managers and government bureaucrats have long tended to insist that everything must have a label, a number and a logical place in a logical system. Now that they are armed with computers and serial numbers, there is little to hold this tidy-mindedness in check. It's even spilling into our personal lives, as we corral our children into sanitised play areas or entrust our quest for love to the soulless algorithms of dating websites. Order is imposed when chaos would be more productive. Or if not chaos, then . . . messiness.The trouble with tidiness is that, in excess, it becomes rigid, fragile and sterile. In Messy, Tim Harford reveals how qualities we value more than ever - responsiveness, resilience and creativity - simply cannot be disentangled from the messy soil that produces them. This, then, is a book about the benefits of being messy: messy in our private lives; messy in the office, with piles of paper on the desk and unread spreadsheets; messy in the recording studio, the laboratory or in preparing for an important presentation; and messy in our approach to business, politics and economics, leaving things vague, diverse and uncomfortably made-up-on-the-spot. It's time to rediscover the benefits of a little mess.

    I’m Tim. I’m a single cell in society’s body. U.S. society, to be specific.So let me explain why we’re here.As a writer and a generally thinky person, I’ve spent a lot of my life thinking about the society I live in, and societies in general. I’ve always imagined society as a kind of giant human—a living organism like each of us, only much bigger.When you’re a single cell in the body of a giant, it’s hard to understand what the giant’s doing, or why it is the way it is, because you can’t really zoom out and look at the whole thing all at once. But we do our best.The thing is, when I’ve recently tried to imagine what society might look like, I haven’t really been picturing this:Giant stick figure: "I am grown up."Based on what I see around me, in person and online, it seems like my society is actually more like this:Giant stick figure throwing a giant tantrum because their chocolate ice cream fell on the ground.Individual humans grow older as they age—but it kind of seems like the giant human I live in has been getting more childish each year that goes by.So I decided to write a blog post about this. But then something else happened.When I told people I was planning to write a post about society, and the way people are acting, and the way the media is acting, and the way the government is acting, and the way everyone else is acting, people kept saying the same thing to me.Don’t do it. Don’t touch it. Write about something else. Anything else. It’s just not worth it.They were right. With so many non-controversial topics to write about, why take on something so loaded and risk alienating a ton of readers? I listened to people’s warnings, and I thought about moving on to something else, but then I was like, “Wait what? I live inside a giant and the giant is having a six-year-old meltdown in the grocery store candy section and that’s a not-okay thing for me to talk about?”It hit me that what I really needed to write about was that—about why it’s perilous to write about society."

    It’s about the greatest pirate in history, the most powerful executive in the music business, a revolutionary invention and an illegal website four times the size of the iTunes Music Store. Journalist Stephen Witt traces the secret history of digital music piracy, from the German audio engineers who invented the mp3, to a North Carolina compact-disc manufacturing plant where factory worker Dell Glover leaked nearly two thousand albums over the course of a decade, to the high-rises of midtown Manhattan where music executive Doug Morris cornered the global market on rap, and, finally, into the darkest recesses of the Internet.Through these interwoven narratives, Witt has written a thrilling book that depicts the moment in history when ordinary life became forever entwined with the world online — when, suddenly, all the music ever recorded was available for free. In the page-turning tradition of writers like Michael Lewis and Lawrence Wright, Witt’s deeply-reported first book introduces the unforgettable characters—inventors, executives, factory workers, and smugglers—who revolutionized an entire artform, and reveals for the first time the secret underworld of media pirates that transformed our digital lives.An irresistible never-before-told story of greed, cunning, genius, and deceit, How Music Got Free isn’t just a story of the music industry—it’s a must-read history of the Internet itself.

    This and other developments will prompt utilities to undergo the largest changes in their history. Smart Power examines the many facets of this unprecedented transformation. This enlightening book begins with a look back on the deregulatory efforts of the 1990s and their gradual replacement by concerns over climate change, promoting new technologies, and developing stable prices and supplies. In thorough but non-technical terms it explains the revolutionary changes that the Smart Grid is bringing to utility operations. It also examines the options for low-carbon emissions along with the real-world challenges the industry and its regulators must face as the industry retools and finances its new sources and systems. Throughout the book, Peter Fox-Penner provides insights into the policy choices and regulatory reform needed to face these challenges. He not only weighs the costs and benefits of every option, but presents interviews with informed experts, including economists, utility CEOs, and engineers. He gives a brief history of the development of the current utility business model and examines possible new business models that are focused on energy efficiency.Smart Power explains every aspect of the coming energy revolution for utilities in lively prose that will captivate even the most techno-phobic readers.

    Ranging from the depths of the ocean to the most arid corners of the land, Caspar Henderson captures the beauty and bizzareness of the many living forms we thought we knew and some we could never have contemplated, inviting us to better imagine the precarious world we inhabit.A witty, vivid blend of cutting edge natural history and meditative reflections, The Book of Barely Imagined Beings is infectious and celebratory about the sheer ingenuity and variety of life.