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A Little Life

Telecharger pdf A Little Life

ONE OF THE BEST BOOKS OF THE YEAR The New York Times • The Washington Post • The Wall Street Journal • NPR • Vanity Fair • Vogue • Minneapolis ...

  • L'auteur : ,
  • Editeur: Anchor
  • ISBN: 0385539266
  • Genre: Fiction
  • Nombre de pages: 736
  • Langue: French/English
  • Vues: 349
  • Telecharger: 349
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Détails: ONE OF THE BEST BOOKS OF THE YEAR The New York Times • The Washington Post • The Wall Street Journal • NPR • Vanity Fair • Vogue • Minneapolis Star Tribune • St. Louis Post-Dispatch • The Guardian • O, The Oprah Magazine • Slate • Newsday • Buzzfeed • The Economist • Newsweek • People • Kansas City Star • Shelf Awareness • Time Out New York • Huffington Post • Book Riot • Refinery29 • Bookpage • Publishers Weekly • Kirkus WINNER OF THE KIRKUS PRIZE • A MAN BOOKER PRIZE FINALIST • A NATIONAL BOOK AWARD FINALIST A Little Life follows four college classmates—broke, adrift, and buoyed only by their friendship and ambition—as they move to New York in search of fame and fortune. While their relationships, which are tinged by addiction, success, and pride, deepen over the decades, the men are held together by their devotion to the brilliant, enigmatic Jude, a man scarred by an unspeakable childhood trauma. A hymn to brotherly bonds and a masterful depiction of love in the twenty-first century, Hanya Yanagihara’s stunning novel is about the families we are born into, and those that we make for ourselves.


Charlotte's Web

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This beloved book by E. B. White, author of Stuart Little and The Trumpet of the Swan, is a classic of children's literature that is "just about perfect." ...

  • L'auteur : E. B. White
  • Editeur: HarperCollins
  • ISBN: 0062406787
  • Genre: Juvenile Fiction
  • Nombre de pages: 192
  • Langue: French/English
  • Vues: 914
  • Telecharger: 914
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Détails: This beloved book by E. B. White, author of Stuart Little and The Trumpet of the Swan, is a classic of children's literature that is "just about perfect." Illustrations in this ebook appear in vibrant full color on a full-color device and in rich black-and-white on all other devices. Some Pig. Humble. Radiant. These are the words in Charlotte's Web, high up in Zuckerman's barn. Charlotte's spiderweb tells of her feelings for a little pig named Wilbur, who simply wants a friend. They also express the love of a girl named Fern, who saved Wilbur's life when he was born the runt of his litter. E. B. White's Newbery Honor Book is a tender novel of friendship, love, life, and death that will continue to be enjoyed by generations to come. It contains illustrations by Garth Williams, the acclaimed illustrator of E. B. White's Stuart Little and Laura Ingalls Wilder's Little House series, among many other books.


The Giver (illustrated; gift edition)

Telecharger pdf The Giver (illustrated; gift edition)

1994 Newbery Medal Winner The Giver, the 1994 Newbery Medal winner, has become one of the most influential novels of our time. The haunting story centers o ...

  • L'auteur : Lois Lowry
  • Editeur: Houghton Mifflin Harcourt
  • ISBN: 0547946961
  • Genre: Young Adult Fiction
  • Nombre de pages: 208
  • Langue: French/English
  • Vues: 1732
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Détails: 1994 Newbery Medal Winner The Giver, the 1994 Newbery Medal winner, has become one of the most influential novels of our time. The haunting story centers on twelve-year-old Jonas, who lives in a seemingly ideal, if colorless, world of conformity and contentment. Not until he is given his life assignment as the Receiver of Memory does he begin to understand the dark, complex secrets behind his fragile community. Lois Lowry has written three companion novels to The Giver, including Gathering Blue, Messenger, and Son.


A New Earth (Oprah #61)

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The 10th anniversary edition of A New Earth with a new preface by Eckhart Tolle. With his bestselling spiritual guide The Power of Now, Eckhart Tolle inspi ...

  • L'auteur : Eckhart Tolle
  • Editeur: Penguin
  • ISBN: 1101010894
  • Genre: Self-Help
  • Nombre de pages: 336
  • Langue: French/English
  • Vues: 500
  • Telecharger: 500
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Détails: The 10th anniversary edition of A New Earth with a new preface by Eckhart Tolle. With his bestselling spiritual guide The Power of Now, Eckhart Tolle inspired millions of readers to discover the freedom and joy of a life lived “in the now.” In A New Earth, Tolle expands on these powerful ideas to show how transcending our ego-based state of consciousness is not only essential to personal happiness, but also the key to ending conflict and suffering throughout the world. Tolle describes how our attachment to the ego creates the dysfunction that leads to anger, jealousy, and unhappiness, and shows readers how to awaken to a new state of consciousness and follow the path to a truly fulfilling existence. Illuminating, enlightening, and uplifting, A New Earth is a profoundly spiritual manifesto for a better way of life—and for building a better world.


Coronavirus: A Book for Children

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“An elegant, effective work. Download this now, read it immediately, share it with everyone you know.” —School Library Journal (starred review) This ...

  • L'auteur : Elizabeth Jenner,Kate Wilson,Nia Roberts
  • Editeur: Candlewick Press
  • ISBN: 1536219215
  • Genre: Juvenile Nonfiction
  • Nombre de pages: 28
  • Langue: French/English
  • Vues: 691
  • Telecharger: 691
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Détails: “An elegant, effective work. Download this now, read it immediately, share it with everyone you know.” —School Library Journal (starred review) This informative and accessible guide for young readers defines the coronavirus, explains why everyday routines have been disrupted, and lays out how everyone can do their part to help. With child-appropriate answers and explanations, the book addresses key questions, like: How do you catch coronavirus and what happens if you have it? Why are people so worried about it? Is there a cure? Why do we have to stay home? What can I do to help? And what happens next?


I Am Malala

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A MEMOIR BY THE YOUNGEST RECIPIENT OF THE NOBEL PEACE PRIZE As seen on Netflix with David Letterman "I come from a country that was created at midnight. Wh ...

  • L'auteur : Malala Yousafzai
  • Editeur: Little, Brown
  • ISBN: 0316322415
  • Genre: Biography & Autobiography
  • Nombre de pages: 336
  • Langue: French/English
  • Vues: 751
  • Telecharger: 751
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Détails: A MEMOIR BY THE YOUNGEST RECIPIENT OF THE NOBEL PEACE PRIZE As seen on Netflix with David Letterman "I come from a country that was created at midnight. When I almost died it was just after midday." When the Taliban took control of the Swat Valley in Pakistan, one girl spoke out. Malala Yousafzai refused to be silenced and fought for her right to an education. On Tuesday, October 9, 2012, when she was fifteen, she almost paid the ultimate price. She was shot in the head at point-blank range while riding the bus home from school, and few expected her to survive. Instead, Malala's miraculous recovery has taken her on an extraordinary journey from a remote valley in northern Pakistan to the halls of the United Nations in New York. At sixteen, she became a global symbol of peaceful protest and the youngest nominee ever for the Nobel Peace Prize. I AM MALALA is the remarkable tale of a family uprooted by global terrorism, of the fight for girls' education, of a father who, himself a school owner, championed and encouraged his daughter to write and attend school, and of brave parents who have a fierce love for their daughter in a society that prizes sons. I AM MALALA will make you believe in the power of one person's voice to inspire change in the world.


Think and Grow Rich

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Think and Grow Rich - Napoleon Hill - The most famous of all teachers of success spent "a fortune and the better part of a lifetime of effort" to produce t ...

  • L'auteur : Napoleon Hill
  • Editeur: Phoemixx Classics Ebooks
  • ISBN: 3985943753
  • Genre: Self-Help
  • Nombre de pages: 399
  • Langue: French/English
  • Vues: 1295
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Détails: Think and Grow Rich - Napoleon Hill - The most famous of all teachers of success spent "a fortune and the better part of a lifetime of effort" to produce the "Law of Success" philosophy that forms the basis of his books and that is so powerfully summarized and explained for the general public in this book. In Think and Grow Rich, Hill draws on stories of Andrew Carnegie, Thomas Edison, Henry Ford, and other millionaires of his generation to illustrate his principles. This book will teach you the secrets that could bring you a fortune. It will show you not only what to do but how to do it. Once you learn and apply the simple, basic techniques revealed here, you will have mastered the secret of true and lasting success. Money and material things are essential for freedom of body and mind, but there are some who will feel that the greatest of all riches can be evaluated only in terms of lasting friendships, loving family relationships, understanding between business associates, and introspective harmony which brings one true peace of mind! All who read, understand, and apply this philosophy will be better prepared to attract and enjoy these spiritual values.


The Power of Habit

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Groundbreaking new research shows that by grabbing hold of the three-step "loop" all habits form in our brains--cue, routine, reward--we can change them, g ...

  • L'auteur : Charles Duhigg
  • Editeur: Doubleday Canada
  • ISBN: 0385669755
  • Genre: Social Science
  • Nombre de pages: 304
  • Langue: French/English
  • Vues: 871
  • Telecharger: 871
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Détails: Groundbreaking new research shows that by grabbing hold of the three-step "loop" all habits form in our brains--cue, routine, reward--we can change them, giving us the power to take control over our lives. "We are what we repeatedly do," said Aristotle. "Excellence, then, is not an act, but a habit." On the most basic level, a habit is a simple neurological loop: there is a cue (my mouth feels gross), a routine (hello, Crest), and a reward (ahhh, minty fresh). Understanding this loop is the key to exercising regularly or becoming more productive at work or tapping into reserves of creativity. Marketers, too, are learning how to exploit these loops to boost sales; CEOs and coaches are using them to change how employees work and athletes compete. As this book shows, tweaking even one habit, as long as it's the right one, can have staggering effects. In The Power of Habit, award-winning New York Times business reporter Charles Duhigg takes readers inside labs where brain scans record habits as they flourish and die; classrooms in which students learn to boost their willpower; and boardrooms where executives dream up products that tug on our deepest habitual urges. Full of compelling narratives that will appeal to fans of Michael Lewis, Jonah Lehrer, and Chip and Dan Heath, The Power of Habit contains an exhilarating argument: our most basic actions are not the product of well-considered decision making, but of habits we often do not realize exist. By harnessing this new science, we can transform our lives.


We Were Liars

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#1 NEW YORK TIMES BESTSELLER • A modern, sophisticated suspense novel from National Book Award finalist, and Printz Award honoree E. Lockhart. A beautifu ...

  • L'auteur : E. Lockhart
  • Editeur: Delacorte Press
  • ISBN: 0375984402
  • Genre: Young Adult Fiction
  • Nombre de pages: 240
  • Langue: French/English
  • Vues: 865
  • Telecharger: 865
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Détails: #1 NEW YORK TIMES BESTSELLER • A modern, sophisticated suspense novel from National Book Award finalist, and Printz Award honoree E. Lockhart. A beautiful and distinguished family. A private island. A brilliant, damaged girl; a passionate, political boy. A group of four friends—the Liars—whose friendship turns destructive. A revolution. An accident. A secret. Lies upon lies. True love. The truth. Read it. And if anyone asks you how it ends, just LIE. "Thrilling, beautiful, and blisteringly smart, We Were Liars is utterly unforgettable." —John Green, #1 New York Times bestselling author of The Fault in Our Stars


Gods and Beasts

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It’s the week before Christmas when a lone robber bursts into a busy Glasgow post office carrying an AK-47. An elderly man suddenly hands his young grand ...

  • L'auteur : Denise Mina
  • Editeur: Harper Collins
  • ISBN: 1443416878
  • Genre: Fiction
  • Nombre de pages: 320
  • Langue: French/English
  • Vues: 1350
  • Telecharger: 1350
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Détails: It’s the week before Christmas when a lone robber bursts into a busy Glasgow post office carrying an AK-47. An elderly man suddenly hands his young grandson to a stranger and wordlessly helps the gunman fill bags with cash, then carries them to the door. He opens the door and bows his head; the robber fires the AK-47, tearing the grandfather in two. Detective Alex Morrow, just returned to work after the birth of her twins, arrives on the scene and finds that the alarm system had been disabled before the robbery, but none of the employees can be linked to the gunman. The grandfather—a life-long campaigner for social justice—is above reproach. As Morrow searches for the killer, she discovers a hidden, sinister political network. Soon it is chillingly clear: no corner of the city is safe, and her involvement will go deeper than she could ever have imagined.


A Pattern Language

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You can use this book to design a house for yourself with your family; you can use it to work with your neighbors to improve your town and neighborhood; yo ...

  • L'auteur : Christopher Alexander
  • Editeur: Oxford University Press
  • ISBN: 0190050357
  • Genre: Architecture
  • Nombre de pages: N.A
  • Langue: French/English
  • Vues: 1049
  • Telecharger: 1049
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Détails: You can use this book to design a house for yourself with your family; you can use it to work with your neighbors to improve your town and neighborhood; you can use it to design an office, or a workshop, or a public building. And you can use it to guide you in the actual process of construction. After a ten-year silence, Christopher Alexander and his colleagues at the Center for Environmental Structure are now publishing a major statement in the form of three books which will, in their words, "lay the basis for an entirely new approach to architecture, building and planning, which will we hope replace existing ideas and practices entirely." The three books are The Timeless Way of Building, The Oregon Experiment, and this book, A Pattern Language. At the core of these books is the idea that people should design for themselves their own houses, streets, and communities. This idea may be radical (it implies a radical transformation of the architectural profession) but it comes simply from the observation that most of the wonderful places of the world were not made by architects but by the people. At the core of the books, too, is the point that in designing their environments people always rely on certain "languages," which, like the languages we speak, allow them to articulate and communicate an infinite variety of designs within a forma system which gives them coherence. This book provides a language of this kind. It will enable a person to make a design for almost any kind of building, or any part of the built environment. "Patterns," the units of this language, are answers to design problems (How high should a window sill be? How many stories should a building have? How much space in a neighborhood should be devoted to grass and trees?). More than 250 of the patterns in this pattern language are given: each consists of a problem statement, a discussion of the problem with an illustration, and a solution. As the authors say in their introduction, many of the patterns are archetypal, so deeply rooted in the nature of things that it seemly likely that they will be a part of human nature, and human action, as much in five hundred years as they are today.


Five Feet Apart

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Now a major motion picture starring Cole Sprouse and Haley Lu Richardson! Goodreads Choice Winner, Best Young Adult Fiction of 2019 In this #1 New York Tim ...

  • L'auteur : Rachael Lippincott
  • Editeur: Simon and Schuster
  • ISBN: 1534437355
  • Genre: Young Adult Fiction
  • Nombre de pages: 288
  • Langue: French/English
  • Vues: 1302
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Détails: Now a major motion picture starring Cole Sprouse and Haley Lu Richardson! Goodreads Choice Winner, Best Young Adult Fiction of 2019 In this #1 New York Times bestselling novel that’s perfect for fans of John Green’s The Fault in Our Stars, two teens fall in love with just one minor complication—they can’t get within a few feet of each other without risking their lives. Can you love someone you can never touch? Stella Grant likes to be in control—even though her totally out of control lungs have sent her in and out of the hospital most of her life. At this point, what Stella needs to control most is keeping herself away from anyone or anything that might pass along an infection and jeopardize the possibility of a lung transplant. Six feet apart. No exceptions. The only thing Will Newman wants to be in control of is getting out of this hospital. He couldn’t care less about his treatments, or a fancy new clinical drug trial. Soon, he’ll turn eighteen and then he’ll be able to unplug all these machines and actually go see the world, not just its hospitals. Will’s exactly what Stella needs to stay away from. If he so much as breathes on Stella she could lose her spot on the transplant list. Either one of them could die. The only way to stay alive is to stay apart. But suddenly six feet doesn’t feel like safety. It feels like punishment. What if they could steal back just a little bit of the space their broken lungs have stolen from them? Would five feet apart really be so dangerous if it stops their hearts from breaking too?


The Book of Questions

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The phenomenon returns! Originally published in 1987, The Book of Questions, a New York Times bestseller, has been completely revised and updated to incorp ...

  • L'auteur : Gregory Stock
  • Editeur: Workman Publishing
  • ISBN: 0761178686
  • Genre: Self-Help
  • Nombre de pages: 208
  • Langue: French/English
  • Vues: 1947
  • Telecharger: 1947
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Détails: The phenomenon returns! Originally published in 1987, The Book of Questions, a New York Times bestseller, has been completely revised and updated to incorporate the myriad cultural shifts and hot-button issues of the past twenty-five years, making it current and even more appealing. This is a book for personal growth, a tool for deepening relationships, a lively conversation starter for the family dinner table, a fun way to pass the time in the car. It poses over 300 questions that invite people to explore the most fascinating of subjects: themselves and how they really feel about the world. The revised edition includes more than 100 all-new questions that delve into such topics as the disappearing border between man and machine—How would you react if you learned that a sad and beautiful poem that touched you deeply had been written by a computer? The challenges of being a parent—Would you completely rewrite your child’s college-application essays if it would help him get into a better school? The never-endingly interesting topic of sex—Would you be willing to give up sex for a year if you knew it would give you a much deeper sense of peace than you now have? And of course the meaning of it all—If you were handed an envelope with the date of your death inside, and you knew you could do nothing to alter your fate, would you look? The Book of Questions may be the only publication that challenges—and even changes—the way you view the world, without offering a single opinion of its own.


A Good Man is Hard to Find

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A masterful collection of short fiction from one of America’s greats. The centerpiece of the collection, “A Good Man Is Hard to Find,” tells the stor ...

  • L'auteur : Flannery O'Connor
  • Editeur: McClelland & Stewart
  • ISBN: 1551999358
  • Genre: Fiction
  • Nombre de pages: 168
  • Langue: French/English
  • Vues: 1248
  • Telecharger: 1248
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Détails: A masterful collection of short fiction from one of America’s greats. The centerpiece of the collection, “A Good Man Is Hard to Find,” tells the story of a family road trip that takes a dark turn when they cross paths with an escaped murderer. Including other great stories like “A Stroke of Good Fortune” and “A Circle in the Fire,” O’Connor’s gift for mesmerizing prose makes this a must-read. Penguin Random House Canada is proud to bring you classic works of literature in e-book form, with the highest quality production values. Find more today and rediscover books you never knew you loved.


How to Win Friends and Influence People

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In the present book, How to Win Friends and Influence People, Dale Carnegie says, “You can make someone want to do what you want them to do by seeing the ...

  • L'auteur : Dale Carnegie
  • Editeur: Prabhat Prakashan
  • ISBN:
  • Genre: Self-Help
  • Nombre de pages: 195
  • Langue: French/English
  • Vues: 366
  • Telecharger: 366
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Détails: In the present book, How to Win Friends and Influence People, Dale Carnegie says, “You can make someone want to do what you want them to do by seeing the situation from the other person’s point of view and arousing in the other person an eager want.” You learn how to make people like you, win people over to your way of thinking, and change people without causing offense or arousing resentment. For instance, “let the other person feel that the idea is his or hers” and “talk about your own mistakes before criticizing the other person.” This book is all about building relationships. With good relationships, personal and business successes are easy and swift to achieve. Twelve Ways to Win People to Your Way of Thinking 1. The only way to get the best of an argument is to avoid it. 2. Show respect for the other person's opinions. Never say "You're wrong." 3. If you're wrong, admit it quickly and emphatically. 4. Begin in a friendly way. 5. Start with questions to which the other person will answer yes. 6. Let the other person do a great deal of the talking. 7. Let the other person feel the idea is his or hers. 8. Try honestly to see things from the other person's point of view. 9. Be sympathetic with the other person's ideas and desires. 10. Appeal to the nobler motives. 11. Dramatize your ideas. 12.Throw down a challenge.


The Happy Prince and Other Tales

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"The Happy Prince and Other Tales" by Oscar Wilde. Published by Good Press. Good Press publishes a wide range of titles that encompasses every genre. From ...

  • L'auteur : Oscar Wilde
  • Editeur: Good Press
  • ISBN:
  • Genre: Fiction
  • Nombre de pages: 44
  • Langue: French/English
  • Vues: 770
  • Telecharger: 770
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Détails: "The Happy Prince and Other Tales" by Oscar Wilde. Published by Good Press. Good Press publishes a wide range of titles that encompasses every genre. From well-known classics & literary fiction and non-fiction to forgotten−or yet undiscovered gems−of world literature, we issue the books that need to be read. Each Good Press edition has been meticulously edited and formatted to boost readability for all e-readers and devices. Our goal is to produce eBooks that are user-friendly and accessible to everyone in a high-quality digital format.


Son

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The thrilling and long-awaited conclusion to the Newbery Medal–winning Giver Quartet by Lois Lowry. They called her Water Claire. When she washed up on t ...

  • L'auteur : Lois Lowry
  • Editeur: Houghton Mifflin Harcourt
  • ISBN: 0547928513
  • Genre: Young Adult Fiction
  • Nombre de pages: 400
  • Langue: French/English
  • Vues: 612
  • Telecharger: 612
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Détails: The thrilling and long-awaited conclusion to the Newbery Medal–winning Giver Quartet by Lois Lowry. They called her Water Claire. When she washed up on their shore, no one knew that she came from a society where emotions and colors didn’t exist. That she had become a Vessel at age thirteen. That she had carried a Product at age fourteen. That it had been stolen from her body. Claire had a son. She was supposed to forget him, but that was impossible. Now Claire will stop at nothing to find her child, even if it means making an unimaginable sacrifice.In this thrilling series finale, Son thrusts readers once again into the chilling world of the Newbery Medal–winning book, The Giver.


Lord of the Flies

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William Golding's Lord of the Flies is a dystopian classic: 'exciting, relevant and thought-provoking' (Stephen King). When a group of schoolboys are stran ...

  • L'auteur : William Golding
  • Editeur: Faber & Faber
  • ISBN: 0571267386
  • Genre: Fiction
  • Nombre de pages: 176
  • Langue: French/English
  • Vues: 1837
  • Telecharger: 1837
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Détails: William Golding's Lord of the Flies is a dystopian classic: 'exciting, relevant and thought-provoking' (Stephen King). When a group of schoolboys are stranded on a desert island, what could go wrong? 'One of my favorite books - I read it every couple of years.' (Suzanne Collins, author of The Hunger Games) A plane crashes on a desert island. The only survivors are a group of schoolboys. By day, they discover fantastic wildlife and dazzling beaches, learning to survive; at night, they are haunted by nightmares of a primitive beast. Orphaned by society, it isn't long before their innocent childhood games devolve into a savage, murderous hunt ... 'Stands out mightily in my memory ... Such a strong statement about the human heart.' (Patricia Cornwell) 'Terrifying and haunting.' (Kingsley Amis) 'Beautifully written, tragic and provocative.' (E. M. Forster) ONE OF THE BBC'S ICONIC 'NOVELS THAT SHAPED OUR WORLD' What readers are saying: 'Every real human being should read this ... This is what we are.' 'It's brilliant, it's captivating, it's thought provoking and brutal and for some, its truly terrifying.' 'It can be read and re-read many times, and every time something new will appear.' 'There is a reason why this is studied at school ... Excellent read.' 'This is one of the few books I've read that I keep on my Kindle to read again.' 'I revisit this every few years and it's always fresh and impressive ... One of the best books I've ever read.'


The Black Cat

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"The Black Cat" is a short story by Edgar Allan Poe. It was first published in the August 19, 1843, edition of The Saturday Evening Post. It is a study of ...

  • L'auteur : Edgar Allan Poe
  • Editeur: Strelbytskyy Multimedia Publishing
  • ISBN:
  • Genre: Fiction
  • Nombre de pages: N.A
  • Langue: French/English
  • Vues: 1772
  • Telecharger: 1772
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Détails: "The Black Cat" is a short story by Edgar Allan Poe. It was first published in the August 19, 1843, edition of The Saturday Evening Post. It is a study of the psychology of guilt, often paired in analysis with Poe's "The Tell-Tale Heart". In both, a murderer carefully conceals his crime and believes himself unassailable, but eventually breaks down and reveals himself, impelled by a nagging reminder of his guilt.


Machine Learning in Action

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Summary Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools ...

  • L'auteur : Peter Harrington
  • Editeur: Simon and Schuster
  • ISBN: 1638352453
  • Genre: Computers
  • Nombre de pages: 384
  • Langue: French/English
  • Vues: 1976
  • Telecharger: 1976
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Détails: Summary Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You'll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. About the Book A machine is said to learn when its performance improves with experience. Learning requires algorithms and programs that capture data and ferret out the interestingor useful patterns. Once the specialized domain of analysts and mathematicians, machine learning is becoming a skill needed by many. Machine Learning in Action is a clearly written tutorial for developers. It avoids academic language and takes you straight to the techniques you'll use in your day-to-day work. Many (Python) examples present the core algorithms of statistical data processing, data analysis, and data visualization in code you can reuse. You'll understand the concepts and how they fit in with tactical tasks like classification, forecasting, recommendations, and higher-level features like summarization and simplification. Readers need no prior experience with machine learning or statistical processing. Familiarity with Python is helpful. Purchase of the print book comes with an offer of a free PDF, ePub, and Kindle eBook from Manning. Also available is all code from the book. What's Inside A no-nonsense introduction Examples showing common ML tasks Everyday data analysis Implementing classic algorithms like Apriori and Adaboos Table of Contents PART 1 CLASSIFICATION Machine learning basics Classifying with k-Nearest Neighbors Splitting datasets one feature at a time: decision trees Classifying with probability theory: naïve Bayes Logistic regression Support vector machines Improving classification with the AdaBoost meta algorithm PART 2 FORECASTING NUMERIC VALUES WITH REGRESSION Predicting numeric values: regression Tree-based regression PART 3 UNSUPERVISED LEARNING Grouping unlabeled items using k-means clustering Association analysis with the Apriori algorithm Efficiently finding frequent itemsets with FP-growth PART 4 ADDITIONAL TOOLS Using principal component analysis to simplify data Simplifying data with the singular value decomposition Big data and MapReduce


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