These topics lie at the heart of many exciting areas of contemporary science and engineering - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics, and cryptography. This textbook introduces theory in tandem with applications. Information theory is taught alongside practical communication systems, such as arithmetic coding for data compression and sparse-graph codes for error-correction. A toolbox of inference techniques, including message-passing algorithms, Monte Carlo methods, and variational approximations, are developed alongside applications of these tools to clustering, convolutional codes, independent component analysis, and neural networks. The final part of the book describes the state of the art in error-correcting codes, including low-density parity-check codes, turbo codes, and digital fountain codes -- the twenty-first century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, David MacKay's groundbreaking book is ideal for self-learning and for undergraduate or graduate courses. Interludes on crosswords, evolution, and sex provide entertainment along the way. In sum, this is a textbook on information, communication, and coding for a new generation of students, and an unparalleled entry point into these subjects for professionals in areas as diverse as computational biology, financial engineering, and machine learning.

    You'll also learn how to make your programs interactive and how to test your code safely before adding it to a project. In the second half of the book, you'll put your new knowledge into practice with three substantial projects: a Space Invaders-inspired arcade game, data visualizations with Python's super-handy libraries, and a simple web app you can deploy online.As you work through Python Crash Course, you'll learn how to: Use powerful Python libraries and tools, including matplotlib, NumPy, and PygalMake 2D games that respond to keypresses and mouse clicks, and that grow more difficult as the game progressesWork with data to generate interactive visualizationsCreate and customize simple web apps and deploy them safely onlineDeal with mistakes and errors so you can solve your own programming problemsIf you've been thinking seriously about digging into programming, Python Crash Course will get you up to speed and have you writing real programs fast. Why wait any longer? Start your engines and code!

    Conflict between humans and machines is seen as inevitable and its outcome all too predictable.In this groundbreaking book, distinguished AI researcher Stuart Russell argues that this scenario can be avoided, but only if we rethink AI from the ground up. Russell begins by exploring the idea of intelligence in humans and in machines. He describes the near-term benefits we can expect, from intelligent personal assistants to vastly accelerated scientific research, and outlines the AI breakthroughs that still have to happen before we reach superhuman AI. He also spells out the ways humans are already finding to misuse AI, from lethal autonomous weapons to viral sabotage.If the predicted breakthroughs occur and superhuman AI emerges, we will have created entities far more powerful than ourselves. How can we ensure they never, ever, have power over us? Russell suggests that we can rebuild AI on a new foundation, according to which machines are designed to be inherently uncertain about the human preferences they are required to satisfy. Such machines would be humble, altruistic, and committed to pursue our objectives, not theirs. This new foundation would allow us to create machines that are provably deferential and provably beneficial.In a 2014 editorial co-authored with Stephen Hawking, Russell wrote, "Success in creating AI would be the biggest event in human history. Unfortunately, it might also be the last." Solving the problem of control over AI is not just possible; it is the key that unlocks a future of unlimited promise.

    Huge commercial databases track your finances and sell that information to anyone willing to pay. Host sites on the World Wide Web record every page you view, and “smart” toll roads know where you drive. Every day, new technology nibbles at our privacy. Does that make you nervous?David Brin is worried, but not just about privacy. He fears that society will overreact to these technologies by restricting the flow of information, frantically enforcing a reign of secrecy. Such measures, he warns, won’t really preserve our privacy. Governments, the wealthy, criminals, and the techno-elite will still find ways to watch us. But we’ll have fewer ways to watch them. We’ll lose the key to a free society: accountability.The Transparent Society is a call for “reciprocal transparency.” If police cameras watch us, shouldn’t we be able to watch police stations? If credit bureaus sell our data, shouldn't we know who buys it? Rather than cling to an illusion of anonymity - a historical anomaly, given our origins in close-knit villages - we should focus on guarding the most important forms of privacy and preserving mutual accountability. The biggest threat to our freedom, Brin warns, is that surveillance technology will be used by too few people, now by too many.A society of glass houses may seem too fragile. Fearing technology-aided crime, governments seek to restrict online anonymity; fearing technology-aided tyranny, citizens call for encrypting all data. Brins shows how, contrary to both approaches, windows offer us much better protection than walls; after all, the strongest deterrent against snooping has always been the fear of being spotted. Furthermore, Brin argues, Western culture now encourages eccentricity - we’re programmed to rebel! That gives our society a natural protection against error and wrong-doing, like a body’s immune system. But “social T-cells” need openness to spot trouble and get the word out.The Transparent Society is full of such provocative and far-reaching analysis. The inescapable rush of technology is forcing us to make new choices about how we want to live. This daring book reminds us that an open society is more robust and flexible than one where secrecy reigns. In an era of gnat-sized cameras, universal databases, and clothes-penetrating radar, it will be more vital than ever for us to be able to watch the watchers. With reciprocal transparency we can detect dangers early and expose wrong-doers. We can gauge the credibility of pundits and politicians. We can share technological advances and news. But all of these benefits depend on the free, two-way flow of information.

    But how do all these things work? In this book, Sean Gerrish offers an engaging and accessible overview of the breakthroughs in artificial intelligence and machine learning that have made today's machines so smart.Gerrish outlines some of the key ideas that enable intelligent machines to perceive and interact with the world. He describes the software architecture that allows self-driving cars to stay on the road and to navigate crowded urban environments; the million-dollar Netflix competition for a better recommendation engine (which had an unexpected ending); and how programmers trained computers to perform certain behaviors by offering them treats, as if they were training a dog. He explains how artificial neural networks enable computers to perceive the world—and to play Atari video games better than humans. He explains Watson's famous victory on Jeopardy, and he looks at how computers play games, describing AlphaGo and Deep Blue, which beat reigning world champions at the strategy games of Go and chess. Computers have not yet mastered everything, however; Gerrish outlines the difficulties in creating intelligent agents that can successfully play video games like StarCraft that have evaded solution—at least for now.Gerrish weaves the stories behind these breakthroughs into the narrative, introducing readers to many of the researchers involved, and keeping technical details to a minimum. Science and technology buffs will find this book an essential guide to a future in which machines can outsmart people.

    Are you ready? Look around you. Artificial intelligence is no longer just a futuristic notion. It's here right now--in software that senses what we need, supply chains that "think" in real time, and robots that respond to changes in their environment. Twenty-first-century pioneer companies are already using AI to innovate and grow fast. The bottom line is this: Businesses that understand how to harness AI can surge ahead. Those that neglect it will fall behind. Which side are you on?In Human + Machine, Accenture leaders Paul R. Daugherty and H. James (Jim) Wilson show that the essence of the AI paradigm shift is the transformation of all business processes within an organization--whether related to breakthrough innovation, everyday customer service, or personal productivity habits. As humans and smart machines collaborate ever more closely, work processes become more fluid and adaptive, enabling companies to change them on the fly--or to completely reimagine them. AI is changing all the rules of how companies operate.Based on the authors' experience and research with 1,500 organizations, the book reveals how companies are using the new rules of AI to leap ahead on innovation and profitability, as well as what you can do to achieve similar results. It describes six entirely new types of hybrid human + machine roles that every company must develop, and it includes a "leader’s guide" with the five crucial principles required to become an AI-fueled business.Human + Machine provides the missing and much-needed management playbook for success in our new age of AI.

    Written in a frank but engaging style, Debuggingprovides simple, foolproof principles guaranteed to help find any bug quickly. This book makes those shelves of application-specific debugging books (on C++, Perl, Java, etc.) obsolete. It changes the way readers think about debugging, making those pesky problems suddenly much easier to find and fix. Illustrating the rules with real-life bug-detection war stories, the book shows readers how to: * Understand the system: how perceiving the ""roadmap"" can hasten your journey * Quit thinking and look: when hands-on investigation can’t be avoided * Isolate critical factors: why changing one element at a time can be an essential tool * Keep an audit trail: how keeping a record of the debugging process can win the day

    Created by Sir Arthur Conan Doyle in the 19th Century, he lives dozens of adventures next to his friend and colleague Dr. Watson. "A Study in Scarlet" is the first story of the saga. Both characters meet each other for the first time and they resolve to fight evil together. "A Scandal in Bohemia" is the second story in their adventures, and it is here that we meet Irene Adler, the woman who fascinates Sherlock Holmes from thereafter. This book is an official edition since it contains both stories without forewords, external footnotes, or changes of any kind to the original text.

    He owes Declan his life, and Declan more than has his hands full with his own family problems. Little does Archer know he’ll be chasing a would-be recruit all the way to hell and back. Or maybe Alaska just seems like hell. Audrey Sharpe works for no one but herself. Not even when the most elite security company in the country wants her. She doesn’t have time to worry about MacKenzies. She’s racing against the clock to hunt down the man who taught her everything she knows and to stop him from killing more innocent people. When sexy, but tough as nails, Archer Ryan keeps getting in her way, Audrey has to decide whether he’ll be an asset or a distraction her body and mind can’t afford. CRAVE: When Evangeline Lockwood witnesses the murder of a prominent politician, the killers will do everything they can to make sure she can't testify. Since Evangeline's father was once Deputy Director of the CIA, he knows just who to call to protect his only daughter – MacKenzie Security. The last thing Cal Colter wants is to get stuck with a babysitting job, but Declan MacKenzie has assigned him the task and he has no choice but to accept. Cal especially doesn't know what to do with the quirky computer nerd who covers her lush body in baggy clothes and her stunning violet eyes behind glasses. But if Cal knows anything, it's women, and he's just as determined to peel back the layers of this unusual woman as he is to keep her alive. SCORCH: Shane MacKenzie’s life has been turned upside down. He’s lost his command, his identity, and his will to live. He’s a dead man walking, and the only thing that makes waking up in the morning worthwhile is knowing he’ll come head to head with the one woman who gets his blood moving. Doctor Lacy Shaw spent years as a medic on the battlefield. She’s seen things that can never be erased from her memory, and when Declan MacKenzie gives her the opportunity to work for MacKenzie Security, she decides any job has to be better for the body and soul than watching soldiers die in a war zone. That’s until she meets Shane MacKenzie and realizes she’s never fought so hard for one person to live.

    DavenheimThe Adventure of the “Western Star”The Tragedy at Marsdon ManorThe Million Dollar Bond RobberyThe Adventure of the Cheap FlatThe Mystery of the Hunter’s LodgeThe Kidnapped Prime MinisterThe Adventure of the Egyptian TombThe Adventure of the Italian NoblemanThe Case of the Missing WillThe Chocolate BoxThe Veiled LadyThe Lost MineThe Affair at the Victory BallThe Adventure of the Clapham CookThe Cornish MysteryThe Adventure of Johnnie WaverlyThe Double ClueThe King of ClubsThe Lemesurier InheritanceThe Plymouth ExpressThe Submarine PlansThe Market Basing MysteryThe Adventure of the Christmas Pudding

    You will spoil the story and your own enjoyment if you read a series in the wrong order and you will miss the development of an author’s writing if you read their books in a helter-skelter fashion. With our original reading list you get the perfect tool to enjoy Lee Child’s books the way they where meant to be enjoyed. You can also use the reading list as checklist. Simply use the inbuilt highlight feature to highlight all the books that you have already read. Inside this book you will find a link that will allow you to download three classics for FREE along with three free audiobooks. Enjoy! Note To Readers This is a bibliography. The author and publisher of this book do not guarantee the accuracy and/or completeness of the content within this book and are not liable for damages arising from the use of this book. The bibliography portion of this book can be found in publicly available sources and only includes elements, such as titles and dates of publication, which are not subject to copyright protection. The bibliography is unofficial and not approved, authorized, licensed, or endorsed by any author, publisher, or organization mentioned within it.

    They are so excited. Let's follow along and join in the fun.

    Instead of black bag drops in Bangkok, she now spends her time leading a young Girl Scout troop. But Merry's new simple life turns not-so-simple when an enemy agent shows up dead at scout camp. Suddenly Merry is forced to deal with her former life in order to preserve her future one. It doesn't help matters that the CIA sends in her former, sexy handler to investigate…or that the hot new neighbor across the street turns out to be the local detective in charge of her case. And when Merry is forced to take on a roommate in the voluptuous form of a turned KGB agent/bimbo, things become trickier than wet work in Waukegan or cookie sales in the spring. Nothing in the CIA or Girl Scouts' training manuals has prepared her for what comes next… Mint Cookie Murder (book #2) Ex-CIA agent turned suburban scout leader, Merry Wrath, is just trying to live a normal, quiet life. But all that goes out the window when a convicted traitor (who’s inconveniently not in his prison cell) dies on her doorstep, and an obese cat, who bears a disturbing resemblance to Hitler, decides to move in. To make things worse, it’s time for the annual troop cookie sale, her new boyfriend’s old college flame shows up to win him back, and someone’s shooting at Merry in the frozen foods section of the grocery store. Is the assassin after her or the cat? Is Riley, her hot former CIA handler, hitting on her? Is Rex, her boyfriend, going to dump her? Will she sell enough cookies to take her troop to Winter Sniper Camp? If Merry doesn't find answer to these questions soon, it may be too late! Marshmallow S'More Murder (book #3) What could be better for former CIA agent turned Girl Scout leader Merry Wrath than taking twelve little girls to Washington DC for a bit of summer fun? Almost anything. Unfortunately, between her girls terrorizing the Secret Service and "accidentally" destroying the hotel pool, Merry has her hands full with this troop. And when her former handler, Riley, is kidnapped Merry has to turn to an old friend from her spy days and her parents, Senator and Mrs. Czrgy, to help her wrangle the troop and rescue the man she once briefly called her boyfriend. Armed only with a perpetually AWOL parent, stalked by a runaway King Vulture, and plagued by a mysterious death from her past, Merry's mayhem weaves a wacky trail from moonshiners in the Blue Ridge Mountains, to the bowels of the Japanese Embassy, to the ductwork of the International Spy Museum. With things heating up with current boyfriend, Detective Rex Ferguson, can Merry decipher clues from her past to find ex¬-boyfriend Riley and finally solve the murder of Yakuza boss, Midori Ito, before the target on her back is filled with lead?

    Army Scout'Escaping from the Oto Indians who brutally slaughtered his whole family, fifteen-year-old Jarel Wade runs aimlessly into a snowstorm. On the verge of death he's rescued by a pair of cantankerous old mountain men as rugged as the mountains off which they live. Taken under their wing, Jarel proves himself worthy of the trail, but something's coming; something far more sinister that will test every ounce of his newly earned skills and mettle. A rogue former British Army officer is systematically exterminating the free trappers. He wants to corner the fur trade for himself, and he commands a pack of thieves, murderers and outcasts who know the mountains as well as they know how to dig Jarel a grave."RED RUNS THE PLAIN is a crackerjack story written by a craftsman at the top of his form. A whirlwind of a tale that will keep you turning pages."— Matt Braun

    Two pillars made them and supported them through their lives; now one is gone and the other is near to collapse. Can he be renewed, or has he been conquered at last? Major James Andrew Skinner, AKA Jazz Morgan, takes up the story. Quintin Jardine's 6,000 word short story is a glance into the future that was born from a joke, when he used its title as a throwaway line to a friend. 'A great title for a children's book,' she observed. This isn't a children's book, but in a real sense it's a take about children and the power they have to help us overcome, and emerge from, the deepest despair.