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Henrick Brink,Joesph W. Richards,Mark Fetherolf: Real-World Machine Learning

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DESCRIPTIONIn a world where big data is the norm and near-real-time decisions are crucial, machine learning (ML) is a critical component of the data workflow. Machine learning systems can quickly crunch massive amounts of information to offer insights and make decisions in a way that matches or even surpasses human cognitive abilities. These systems use sophisticated computational and statistical tools to build models that can recognize and visualize patterns, predict outcomes, forecast values, and make recommendations. Real-World Machine Learning is a practical guide designed to teach developers the art of ML project execution. The book introduces the day-to-day practice of machine learning and prepares readers to successfully build and deploy powerful ML systems. Using the Python language and the R statistical package, it starts with core concepts like data acquisition and modeling, classification, and regression. Then it moves through the most important ML tasks, like model validation, optimization and feature engineering. It uses real-world examples that help readers anticipate and overcome common pitfalls. Along the way, they will discover scalable and online algorithms for large and streaming data sets. Advanced readers will appreciate the in-depth discussion of enhanced ML systems through advanced data exploration and pre-processing methods. KEY FEATURESAccessible and practical introduction to machine learning Contains big-picture ideas and real-world examples Prepares reader to build and deploy powerful predictive systems Offers tips & tricks and highlights common pitfallsAUDIENCECode examples are in Python and R. No prior machine learning experience required. ABOUT THE TECHNOLOGYMachine learning has gained prominence due to the overwhelming successes of Google, Microsoft, Amazon, LinkedIn, Facebook, and others in their use of ML. The Gartner report predicts that big data analytics will be a $25 billion market by 2017, and financial firms, marketing organizations, scientific facilities, and Silicon Valley startups are all demanding machine learning skills from their developers.

Bettina Stangneth, the first to comprehensively analyze more than 1,300 pages of Eichmann s own recently discovered written notes as well as seventy-three extensive audio reel recordings of a crowded Nazi salon held weekly during the 1950s in a popular district of Buenos Aires draws a chilling portrait, not of a reclusive, taciturn war criminal on the run, but University of Kentucky : The Need to Know and Where to Go Guide to College Life download PDF of a highly skilled social manipulator with an inexhaustible ability to reinvent himself, an unrepentant murderer eager for acolytes with whom to discuss past glories while vigorously planning future goals with other like-minded fugitives. Claire Lyons: Has finally arrived! But will she be able to stay in Massie's inner circle? Whether dark, edgy or humorous, street photography shows us that daily life can be a little surreal but also gently poignant. Photo sharing on Flickr and Facebook has rejuvenated the genre, and its spirit has been reborn. This book is about the possibilities of street photography, and how it can be approached in a tangible way. It begins with an overview of street photography, examining its past, present and future, and looking at how the genre has changed over time. The reader is then introduced to twenty of the most acclaimed international street photographers, among them Bruce Gilden, Alex Webb, Nils Jorgensen and Saul Leiter. Integrated within the profiles are twenty fully illustrated tutorials, including how to shoot a face in a crowd and how to train your eye to observe and capture the unexpected. This book shows you that being a street photographer is about looking for the luck. But luck requires inspiration and that is where this book is indispensable.

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Holly Bourne: ...And a Happy New Year?

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Spinster Club girls Evie, Amber and Lottie are reunited for the mother of all New Year's Eve parties. Having spent months apart since finishing college, they've got plenty to catch up on: how is Evie juggling a relationship with her OCD? Does Amber plan to spend more time with Kyle in America? And where did Lottie end up? Get ready for some serious partying - and some major New Year's revelations - from everyone's favourite cheesy-snack-loving feminists.

For fans of "The Tudors" comes a captivating drama about the only woman who could defy Henry VIII -and keep her life. Including the text and musical notation of 80 lullabies that have withstood the test of time, this book will inspire joy, and laughter in infants and toddlers. The book features songs in English as well as in Japanese, Russian, Yiddish, Spanish, French, German, and several other languages, with English translations. Favorites such as Brahms' "Lullaby," "Hush, My Baby Don't You Cry," "Swing Low, Sweet Chariot," and "Twinkle, Twinkle, Little Star" are just a sampling of the numerous Reaching for the Invisible God: What Can We Expect to Find? ebook pdf multilingual, multicultural soothing songs that lull children to sleep. In March 1987, Mercedes Lackey, a young author from Oklahoma, published her first novel, " Arrows of the Queen." No one could have envisioned that this modest book about a magical land called Valdemar would be the beginning of a fantasy masterwork series that would span decades and include more than two dozen titles.

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S. Gohr: Per Kirkeby: Polar Breeze and Gentle Lapping of the Waves

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After receiving his doctorate in geology, Per Kirkeby (born 1938) turned his attention to visual art. His experiences during various expeditions to the far north are reflected in his artistic work. Polar breezes and the gentle lapping of waves seem to permeate his paintings, drawings, watercolors and prints as well as his sculptures, stage designs, films, structures and literary works. This volume explores the range of Kirkeby's thought and creative output: the subtle color palette of his painting; the structural design of his brick buildings; the scrutiny of his vision, which is discernible in his sculptures and prints. His universal expressiveness radiates the fascination that is characteristic of explorers.

There's no easier, faster, or more practical way to learn the really tough subjects. "Medical Terminology Demystified" covers all the basic terms of disease and injury, abnormal anatomy and physiology, surgical techniques, drugs, and other therapies - in the context of real, practical health issues. This self-teaching guide comes complete with key points, background information, quizzes at the end of each chapter, and even a final exam. The workbook also presents test-taking tips and vocabulary review. 'According to his mother, Jack Burns was an actor before he was an actor, but Jack's most vivid memories of childhood were those moments when Per Kirkeby: Polar Breeze and Gentle Lapping of the Waves free pdf he felt compelled to hold his mother's hand. He wasn't acting then.' Jack Burns' mother, Alice, is a tattoo artist in search of the boy's father, a virtuoso organist named William who has fled America to Europe. To fund her journey, she plies her trade in the seaports of the Baltic coast. But her four-year-old son's errant father can't be found, and soon even Jack's memories of that perplexing time are called into question. It is only when he becomes a Hollywood actor in later life that what he has experienced in the past comes into telling play in his present...

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Laurie B Friedman,Teresa Murfin: Back-To-School Rules

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Wearing his monogrammed school cardigan, young Percy Isaac Gifford explains his rules of success for getting the most out of the school year.

Understanding Montessori draws on the author's twenty-five years of working with children to explain in simple language what neuropsychologists are now finding that--children learn faster and more easily in a properly prepared Montessori classroom than in traditional settings. Montessori classrooms all over the world have proven that, when implemented faithfully, Dr. Maria Montessori's philosophy works for children at all levels of ability and socio-economic circumstance. Montessori education offers an unmatched complement of principles, methods and materials that develop a child's mind like no other educational method. Me Before You has sold over 5 million copies worldwide and went to the top of the charts in 9 countries, including in Germany where it held the number 1 slot for 46 weeks. She is one of the few authors to have had 3 novels on the New York Timesbestseller list at the same time. A major film adaptation of Me Before You, starring Sam Clafin (The Hunger Games) and Emilia Clarke (Game of Thrones), is currently in production. Jojo lives in Essex with her husband and their three children. Praise for Me Before You 'Poignant ...heartfelt ...Me Before You, at it's heart, is about two people who properly listen to each other; it is something good' - The Independent on Sunday 'A disarmingly moving love story ...a lovely novel, both nontraditional and enthralling' - Publishers Weekly 'A compelling novel of life and death decisions and unlikely affections. It's magical and heartbreaking, but doesn't shy away from difficult emotional realities. Waterproof mascara essential' - Marie Claire 'When I finished this novel, I didn't 100 Ideas That Changed Graphic Design download PDF want to review it: I wanted to reread it ...An affair to remember' - Liesl Schillinger, The New York Times Book Review 'This truly beautiful story made us laugh, smile and sob like a baby - you simply have to read it ' Closer 'Heartbreaking, soul-searching and utterly compelling' - Easy Living 'Compelling, moving and absorbing.

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Orson Scott Card: Ender's Game

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Ender Wiggin is Battle School's latest recruit. His teachers reckon he could become a great leader. And they need one. A vast alien force is headed for Earth, its mission: the annihilation of all human life. Ender could be our only hope. But first he must survive the most brutal military training program in the galaxy...

Tom Wright has undertaken a tremendous task: to provide guides to all the books of the New Testament, and to include in them his own translation of the entire text. Each short passage is followed by a highly readable discussion with background information, useful explanations and suggestions, and thoughts as to how the text can be relevant to our lives today. A glossary is included at Ender's Game free epub the back of the book. The series is suitable for group study, personal study, or daily devotions. Like most of humanity, Wade Watts escapes his grim surroundings by spending his waking hours jacked into the OASIS, a sprawling virtual utopia that lets you be anything you want to be, a place where you can live and play and fall in love on any of ten thousand planets. Their first case together the ritual murder of a Circled mage sends Satrine back to the streets she grew up on and brings Minox face-to-face with mage politics he s desperate to avoid. As the body count rises, Satrine and Minox must race to catch the killer before their own secrets are exposed and they, too, become targets."

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Getting Things Done: A Time Saving Summary of David Allen's Book on Productivity
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Oliver James: They F*** You Up: How to Survive Family Life

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Do your relationships tend to follow the same destructive pattern? Do you feel trapped by your family's expectations of you? Does your life seem overwhelmingly governed by jealousy or competitiveness or lack of confidence? In this ground-breaking book, clinical psychologist Oliver James shows that it is the way we were cared for in the first six years of life that has a crucial effect on who we are and how we behave. Nurture, in effect, shapes our very nature. James combines the latest scientific research with fascinating interviews to show that understanding your past is the first step to controlling your present.

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Scott W. Hahn: A Father Who Keeps His Promises: God's Covenant Love in Scripture

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Hahn explores the "covenant love" God reveals to us through the Scriptures and explains how God patiently reaches out to usdespite our faults and shortcomingsto restore us into relationship with his divine family. Join Hahn as he follows the high adventure of God's plan for the ages, beginning with Adam and Eve and continuing down through the generations to the coming of Christ and the birth of the Church. You'll discover how the patient love of the Father revealed in the Bible is the same persistent love he has for you. A Servant Book."

They are the most chronicled family on the face of the globe. Their every move attracts headlines. Scores of books have tried and failed to penetrate the royal facade. Now Kitty Kelley has gone behind palace walls to provide the first three-dimensional, comprehensive, and evenhanded portrait of the men and women who make up the British Royal family. Kelley spent more than four years investigating the royal family. In addition to meticulous research into documented sources, she conducted hundreds of exclusive interviews with past and present employees of the royal household, royal friends and relations, courtiers, members of Parliament, and other intimate observers, raising the curtain on this most secretive family. Here are lonely royal children brought up without a proper education in isolated and artificial surroundings, twentieth-century adolescents with nineteenth-century touchstones. Here are the sexual ambiguities, the alcoholism, gambling, and womanizing that were common in the House of Windsor long before Prince Charles married Lady Diana Spencer. No one is spared; here are the scandals of the last decades: the doomed marriages, and the husbands, wives, lovers and children caught in their wake and damaged beyond repair. Illuminating the Windsors' arrogance, naï veté , and lusts as well as hard work, dedication, and ability to survive the most humiliating disclosures, "The Royals" A Father Who Keeps His Promises: God's Covenant Love in Scripture pdf is Kitty Kelley's richest, most iconoclastic, historically significant, and compelling work.

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Veli-Matti Karkkainen: Pneumatology: The Holy Spirit in Ecumenical, International, and Contextual Perspective

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One of the most exciting recent developments in theology has been an unprecedented interest in the person and work of the Holy Spirit. In fact, Veli-Matti Karkkainen describes this phenomenon as a "pneumetalogical renaissance." But such discussion should be informed, he contends, by two overarching principles. First, we must acknowledge the variety of approaches to the experience of the Holy Spirit ecumenically: "No church can claim a monopoly on the Spirit, and no tradition is specifically 'spirited.'" Second, talk about the Spirit must always be contextual and therefore culture-specific: "The spirit of God . . . indwells believers and creation in specific and tangible ways." Working from this perspective, the book introduces readers to pneumatology, the theology and spirituality of the Holy Spirit, in current international theology. As such, the work offers a biblical, historical, and theological assessment of the Third Person of the Trinity. However, unlike most textbooks on pneumatology, Karkkainen takes a fresh, innovative approach. Rather than focusing on any single topic, his aim is to chart the various territories of contemporary writings and reflections on pneumatology. Consequently, the volume examines various theological and denominational understandings of the Spirit (all major Christian traditions are reviewed), assesses key contemporary theologians of the Spirit (e.g., Pannenberg, Moltmann, and Pinnock), and inquires into several contextual approaches (e.g., liberation, feminist, and green). These distinctives and the emphasis on the contemporary global scene make this a unique volume. An up-to-date survey of the most noteworthy and theologically pregnant orientations to the Spirit in the worldwide ecumenical and intercultural scene, this work will guide readers in discerning the Holy Spirit's activity at the beginning of the third millennium. --discusses ecumenical, international, and contextual pneumatologies --ecumenical emphasis ranges from Eastern Orthodox to Pentecostal/charismatic --international scope gives voice to African and Latin American perspectives --covers major pneumatologies --provides a comprehensive bibliography

"The Integral Enneagram" is a unique book with an approach not presented elsewhere--an approach that not only supports our individual development but our ability to use whatever we develop to come into union with the greater purposes of life. The all-in-one resource to sharpen your German verb and grammar skills In addition to providing essential concepts regarding verbs and grammar, this new edition of theGerman Verbs & Essentials of Grammar includes a brand-new feature: an index Pneumatology: The Holy Spirit in Ecumenical, International, and Contextual Perspective download PDF of the 300 mostpopular verbs, which can be cross-referenced with the numerous verb tables appearing throughoutthe book. This all-in-one language tutorial contains lotsof examples employing contemporary language to give you a taste of real-life situations.Each unit focuses on a single verbal or grammatical concept, providing concise yet comprehensiveexplanations.

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Haruki Murakami: 1Q84

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"Murakami is like a magician who explains what he's doing as he performs the trick and still makes you believe he has supernatural powers . . . But while anyone can tell a story that resembles a dream, it's the rare artist, like this one, who can make us feel that we are dreaming it ourselves." --"The New York Times Book Review" " " The year is 1984 and the city is Tokyo. A young woman named Aomame follows a taxi driver's enigmatic suggestion and begins to notice puzzling discrepancies in the world around her. She has entered, she realizes, a parallel existence, which she calls 1Q84 --"Q is for 'question mark.' A world that bears a question." Meanwhile, an aspiring writer named Tengo takes on a suspect ghostwriting project. He becomes so wrapped up with the work and its unusual author that, soon, his previously placid life begins to come unraveled. As Aomame's and Tengo's narratives converge over the course of this single year, we learn of the profound and tangled connections that bind them ever closer: a beautiful, dyslexic teenage girl with a unique vision; a mysterious religious cult that instigated a shoot-out with the metropolitan police; a reclusive, wealthy dowager who runs a shelter for abused women; a hideously ugly private investigator; a mild-mannered yet ruthlessly efficient bodyguard; and a peculiarly insistent television-fee collector. A love story, a mystery, a fantasy, a novel of self-discovery, a dystopia to rival George Orwell's--"1Q84" is Haruki Murakami's most ambitious undertaking yet: an instant best seller in his native Japan, and a tremendous feat of imagination from one of our most revered contemporary writers.

From the author of The Pleasures of Counting and Naive Decision Making comes a calculus book perfect for self-study. It will open up the ideas of the calculus for any 16- to 18-year-old, about to begin studies in mathematics, and will be useful for anyone who would like to see a different account of the calculus from that given in the standard texts. In a lively and easy-to-read style, Professor Korner uses approximation and estimates in a way that will easily merge into the standard development of analysis. By using Taylor's 1Q84 download ebook pdf theorem with error bounds he is able to discuss topics that are rarely covered at this introductory level. This book describes important and interesting ideas in a way that will enthuse a new generation of mathematicians. An enormous hound with blazing eyes and jaws haunts the moors surrounding Baskerville Hall, lurking in the fog until claiming its next victim. Can Sherlock Holmes end a centuries-old family curse? This unique version of the popular detective story features illustrations in comic-style panels, with dialogue in word balloons and abridged text. Colorists of all ages will thrill to its suspenseful, reader-friendly retelling of Holmes's most famous adventure."

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Trevanian,Don Winslow: Satori

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A gripping thriller that follows assassin Nicholai Hel across Asia as he fights to regain his freedom. Sugamo Prison, Japan, October 1951. Nicholai Hel has spent the last three years in solitary confinement for the murder of his mentor. A formidable assassin as well as a master of hoda korosu or 'naked kill', he has developed a supreme awareness of the presence of danger. Suddenly offered the chance of freedom, he feels it now as never before...Overseen by Haverford, his American spymaster he must go to Beijing and kill the Soviet Union's commissioner to China. In a landscape primed for war this is a suicide mission he has no choice but to accept. Can Hel succeed in winning his freedom and if so, at what cost? And can he ever achieve his ultimate goal of satori - the possibility of true understanding and harmony with the world?

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