With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found it.Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general -- all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. This book explains:Collaborative filtering techniques that enable online retailers to recommend products or media Methods of clustering to detect groups of similar items in a large dataset Search engine features -- crawlers, indexers, query engines, and the PageRank algorithm Optimization algorithms that search millions of possible solutions to a problem and choose the best one Bayesian filtering, used in spam filters for classifying documents based on word types and other features Using decision trees not only to make predictions, but to model the way decisions are made Predicting numerical values rather than classifications to build price models Support vector machines to match people in online dating sites Non-negative matrix factorization to find the independent features in a dataset Evolving intelligence for problem solving -- how a computer develops its skill by improving its own code the more it plays a game Each chapter includes exercises for extending the algorithms to make them more powerful. Go beyond simple database-backed applications and put the wealth of Internet data to work for you. "Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details."-- Dan Russell, Google "Toby's book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can be directly applied to analysis of social interaction across the Web today. If I had this book two years ago, it would have saved precious time going down some fruitless paths."-- Tim Wolters, CTO, Collective Intellect

    He has a public meltdown while chaperoning Oasis at an awards ceremony; he’s lost joy in his bathroom full of rock’n’roll memorabilia; and his young son is in trouble at school for emulating rock star behaviour.Reluctantly Michael consults Mrs Henckel, a no-nonsense therapist with zero experience of pop culture. As Michael addresses his feelings about the past, in particular his failed teenage band, Mental Elf, he’s forced to confront the question: is it finally time to grow up and forget rock’n’roll?Michael Odell is a former contributing editor to Q magazine and has written about music for NME, the Guardian, the Independent and Spin, among others. Currently he does interviews and writes on family matters for The Times. He lives in Bristol."Please don't put your life in the hands of a rock 'n' roll band, who'll throw it all away." So advised Noel Gallagher in 1995 and Michael Odell ignored him anyway.One of Britain's most fearless rock interrogators, Odell turns his merciless searchlight on himself in this wry, compelling odyssey into the heart of his own - and rock n roll's - madness. Larks with the legends are all here (Bowie, McCartney, Mick `n' Keef ... Michael Buble) but it's his inner life which illuminates, his psyche traumatically crumbling as he confronts his chaotic past. Hilarious, tragic and timely, this is high farce in high (and low) places, uncovering why rock's lost highway is littered with the bodies of the righteous dreamers. Could it be because "the music people are all mad?" (Clue: yes.)' -- Sylvia Patterson, author of I'm Not with the Band `Hilarious and disarmingly honest; a journey into the neurosis of rock fame, but through doors you don't expect.' -- Rachel Joyce, author of The Unlikely Pilgrimage of Harold Fry `Rock Bottom is one of the best music books ever written, because Michael Odell knows music isn't about the musicians - it's about what it does to the listener, even if what it does ends up being wholly disastrous. It's sad, funny, fascinating and wise. And everyone who ever claimed a record changed their life should read it, and then think again.' -- Michael Hann, former Guardian music editor

    This is truly a book to be cooked from again and again. "Cooking is figuring out the great qualities of any food and making those qualities shine." That's the inspiring message of Fire in My Belly by Top Chef fan favorite Kevin Gillespie. Fire In My Belly celebrates good ingredients with more than 120 hip, accessible recipes presented in a cutting-edge design. This book taps into our national obsession with knowing where our food comes from. Kevin's southern charm, passion, and funny stories guide readers through one-of-a-kind chapters, like "Foods You Thought You Hated," "When I Want to Eat Healthy," "My Version of Southern Food," "World Classics Revisited," and "Junk Food." Fire in My Belly shows cooks what to do with fresh farmers' market foods while providing a backstage pass to the life of a rising culinary star.

    The man is Dionysius, who has just made himself Tyrant of Syracuse. The superpower Carthage, mercantile megalopolis and mistress of the seas.Over the next eight years, Dionysius' brutal military conquests will strike down countless enemies and many friends to make Syracuse the most powerful Greek city west of mainland Greece. He builds the largest army of antiquity and invents horrific war machines to use against the Carthaginians, who he will fight in five wars.But who was Dionysius? Historians have condemned him as one of the most ruthless, egocentric despots. But he was also patron of the arts, a dramatist, poet and tender lover.

    In the 20th century, Darfur became synonymous with poverty and neglect, culminating in famine and a series of undeclared and unacknowledged wars in the 1980s and '90s. This book details the history of Darfur, its conflicts, and the designs on the region by the governments in Khartoum and Tripoli.Much of the story of the war in Darfur has remained untold until now. This book investigates the identity of the infamous 'Janjawiid' militia, tracing its origins, organization and ideology. It inquires into the nature of the insurrection launched by two rebel groups, the radical Sudan Liberation Army and the more Islamist-oriented Justice and Equality Movement. It charts the unfolding crisis and the confused international response, including the African Union's first major venture into peacemaking and peacekeeping. The book concludes by asking what the future holds in store for Darfur.

    You'll learn how to combine small, yet powerful, command-line tools to quickly obtain, scrub, explore, and model your data.To get you started--whether you're on Windows, OS X, or Linux--author Jeroen Janssens introduces the Data Science Toolbox, an easy-to-install virtual environment packed with over 80 command-line tools.Discover why the command line is an agile, scalable, and extensible technology. Even if you're already comfortable processing data with, say, Python or R, you'll greatly improve your data science workflow by also leveraging the power of the command line.Obtain data from websites, APIs, databases, and spreadsheetsPerform scrub operations on plain text, CSV, HTML/XML, and JSONExplore data, compute descriptive statistics, and create visualizationsManage your data science workflow using DrakeCreate reusable tools from one-liners and existing Python or R codeParallelize and distribute data-intensive pipelines using GNU ParallelModel data with dimensionality reduction, clustering, regression, and classification algorithms

    In a new introduction, Steiner addresses language and philosophy and the rise of Nazism."It would be hard to imagine a better introduction to the work of philosopher Martin Heidegger."—George Kateb, The New Republic

     From 1799 to 1804 German naturalist and adventurer Alexander von Humboldt conducted the first extensive scientific exploration of Latin America. At the completion of his arduous 6,000-mile journey, he was feted by Thomas Jefferson and presented to Napoleon, and, with the subsequent publication of his findings, he would be hailed as the greatest scientific genius of his age. Humboldt’s Cosmos tells the story of this extraordinary man who was equal parts Einstein and Livingstone, and of the adventure that defined his life. Gerard Helferich vividly recounts Humboldt’s expedition through the Amazon and over the Andes, highlighting his paradigm-changing discoveries along the way. During the course of the expedition, Humboldt cataloged more than 60,000 plants, set an altitude record climbing the volcano Chimborazo, and became the first to study the great cultures of the Aztecs and Incas. In the process, he revolutionized geology and laid the groundwork for modern sciences such as climatology, oceanography, and geography—and his contributions would influence future greats such as Charles Darwin and shape the course of science for centuries to come. Published in time for the bicentennial of the expedition’s completion in May 1804, Humboldt’s Cosmos is a dramatic tribute to one of history’s most audacious adventurers, whom Stephen Jay Gould noted “may well have been the world’s most famous and influential intellectual.”

    Now, business journalist Robert Levine shows how they can get back on track. On the Internet, “information wants to be free.” This memorable phrase shaped the online business model, but it is now driving the media companies on whom the digital industry feeds out of business. Today, newspaper stocks have fallen to all-time lows as papers are pressured to give away content, music sales have fallen by more than half since file sharing became common, TV ratings are plum­meting as viewership migrates online, and publishers face off against Amazon over the price of digital books. In Free Ride, Robert Levine narrates an epic tale of value destruction that moves from the corridors of Congress, where the law was passed that legalized YouTube, to the dorm room of Shawn Fanning, the founder of Napster; from the bargain-pricing dramas involving iTunes and Kindle to Google’s fateful decision to digitize first and ask questions later. Levine charts how the media industry lost control of its destiny and suggests innovative ways it can resist the pull of zero. Fearless in its reporting and analysis, Free Ride is the busi­ness history of the decade and a much-needed call to action.

    Six Edge of Your Seat Thrillers. Six Books at a Discounted Price. Death Unholy (Book 1) - All that remained were the man’s two legs and a chair full of greasy and fetid ash. Little did DI Keith Tremayne know that it was the beginning of a trip into the murky world of paganism and its ancient rituals. ‘Do you believe in spontaneous human combustion?’ Inspector Tremayne asked his sergeant, Clare Yarwood. Death and the Assassin’s Blade (Book 2) - It was meant to be high drama, not murder, but someone’s switched the daggers. The man’s death, in plain view of two serving police officers. A summer’s night, a production of Julius Caesar among the ruins of an Anglo-Saxon fort. The assassination scene, the man collapses to the ground, Brutus defending his actions, Mark Antony’s rebuke. Death and the Lucky Man (Book 3) - Sixty-eight million pounds and DEAD! Someone had once told Detective Inspector Keith Tremayne that some people were lucky and some weren’t. Tremayne knew only one thing: the man lying dead in a pool of blood had qualified on the lucky after winning the lottery, but now his luck had run out. Death at Coombe Farm (Book 4) – A warring family. A disputed inheritance. A recipe for death! If it hadn’t been for the circumstances, Detective Inspector Keith Tremayne would have said the view was outstanding. Up high, overlooking the farmhouse in the valley below, the panoramic vista of Salisbury Plain stretching out beyond. The only problem was that near where he stood with his sergeant, Clare Yarwood, there was a body, and it wasn’t a pleasant sight. Tremayne had never been keen on farms, and especially horses, although Clare loved them. Tremayne assumed she wouldn’t be so fond of the one that trampled Claude Selwood to death. Death by a Dead Man’s Hand (Book 5) - A murdered brother. A missing treasure trove of stolen gold bars. A family dying in the hunt for it.! Ethan Mitchell knew the exact amount of time since his arrest for murder: eighteen years, five months and three days. After so long in prison, many things confused him on his release, but one thing he was sure of was that people do not come back from the dead. However, one month before his release from prison for the murder of a man, he had received a letter. It had only two sentences. Time will not save you. St Mark’s Church, three in the afternoon, the first Wednesday after your release. He had recognised the writing. After all, hadn’t they grown up together. The signature was unmistakable: it was his brother Martin’s. But that’s not possible, Mitchell thought. I killed him, spent seventeen years in prison for his murder. A voice echoed through the church; Ethan felt the hairs on the back of his neck stand up. ‘Martin, it can’t be,’ Ethan said. ‘You’re dead. I killed you.’ At ten feet from Ethan the man reached into his right-hand jacket pocket. He levelled the gun that he taken removed and emptied three bullets into Ethan, the noise echoing around the church. Death in the Village (Book 6) - A woman with a venomous tongue, dead and hanging from a beam in her garage! Nobody was sad that the woman was dead, and she’s not the last to die. DI Tremayne sees a pattern developing, which can only mean one thing – more deaths.

    Contains A Promise for Ellie, Sophie's Dilemma, A Touch of Grace, and Rebecca's Reward.

    Learn more in The Collector.Some things seem ordinary to the naked eye, but sometimes a camera catches things invisible to the naked eye. This one will give you chills in It's Only A Photo.

    You'll get up to speed quickly with this straight forward guide, full of practical step-by-step visual instructions. Full color screen shots help you learn visually and quickly become productive. <br><br>From the best selling author of the Top 100 Tips for iPad.

    In this book you get 6 classic BWWM stories in 1 - that's 828 pages of interracial goodness! All of the books in this bundle can be enjoyed as stand alone stories. That said, all have further parts in the series, so if you like one more than the rest you can pick up more books with the same characters when you're ready. Books in this collection are: 1. My Russian Dream: When she woke that morning, the last thing Sophie expected was to not only meet the man of her dreams, but to enter into a fast moving whirlwind romance with a mysterious Russian billionaire. Will it all be too much for Sophie? Or will this be her dream playing out like she's always felt she deserved? 2. Passion Abroad: Have you ever felt like you just need to get away from it all? Well that's exactly how Erica feels, and she's going to do something about it! The tale of a holiday romance which turns into a round the world trip with a passionate and loving new partner. 3. Home Is Where The Heart Is: When a handsome English billionaire is looking for homes to add to his portfolio, Julie is assigned the job of helping him out. But will this billionaire have another reason for his interest in her? 4. Find Me Online: After filtering through a ton of pervs on a popular interracial dating site, Cherelle finally finds someone who catches her eye. But is there more to her catch Michael than she originally realizes? And will he be the man she is looking for? 5. Is Mr White Mr Right: One of the original BWWM books, and largely held as a classic in the genre. Natasha Black is a strong African American woman, who has always been career focused and level headed. Nothing has ever been able to knock her off her game... until now! Enter 'McDreamy', the hunk of a boss at her new dream job. Will she be able to stay career focused while getting advances from possibly the man of her dreams? 6. My Billionaire Cowboy: What does a fashion stylist and a fashionably challenged cowboy have in common?! You're about to find out... Kate is the proud owner of her own fashion boutique. Bruce is a successful business man who now spends his time on his passion: working his ranch. When fate brings these two opposites together, there's no denying there's something there. But is Kate at a point in her life where she is willing to throw caution to the wind and allow herself to be swept off of her feet by an unexpected love? Authors of these books: J A Fielding, Esther Banks and Cher Etan; all authors from Saucy Romance Books. To see more great stories by us, simply search BWWM Club on Amazon Kindle. Suitable for over 18s only due to all stories having scenes of a sexual nature.

    It is concerned – on one level – with the dynastic complications of a small but turbulent duchy, and the provision of an heir to the house of Fugger-Babenhausen. Ehrengard is the young Valkyrie who is drawn steadily deeper into an unwanted role in the intrigue, her powerful but only half-awakened nature subjected to appalling conflicts of loyalty, but not overwhelmed.Disquieting, clairvoyant, and with a faint, bewitching humour, this is creative writing of intense originality.-from jacket of first edition 1963