Deep Learning with PyTorch

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Publisher : Simon and Schuster
ISBN 13 : 1638354073
Total Pages : 518 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Deep Learning with PyTorch by : Luca Pietro Giovanni Antiga

Download or read book Deep Learning with PyTorch written by Luca Pietro Giovanni Antiga and published by Simon and Schuster. This book was released on 2020-07-01 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: “We finally have the definitive treatise on PyTorch! It covers the basics and abstractions in great detail. I hope this book becomes your extended reference document.” —Soumith Chintala, co-creator of PyTorch Key Features Written by PyTorch’s creator and key contributors Develop deep learning models in a familiar Pythonic way Use PyTorch to build an image classifier for cancer detection Diagnose problems with your neural network and improve training with data augmentation Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About The Book Every other day we hear about new ways to put deep learning to good use: improved medical imaging, accurate credit card fraud detection, long range weather forecasting, and more. PyTorch puts these superpowers in your hands. Instantly familiar to anyone who knows Python data tools like NumPy and Scikit-learn, PyTorch simplifies deep learning without sacrificing advanced features. It’s great for building quick models, and it scales smoothly from laptop to enterprise. Deep Learning with PyTorch teaches you to create deep learning and neural network systems with PyTorch. This practical book gets you to work right away building a tumor image classifier from scratch. After covering the basics, you’ll learn best practices for the entire deep learning pipeline, tackling advanced projects as your PyTorch skills become more sophisticated. All code samples are easy to explore in downloadable Jupyter notebooks. What You Will Learn Understanding deep learning data structures such as tensors and neural networks Best practices for the PyTorch Tensor API, loading data in Python, and visualizing results Implementing modules and loss functions Utilizing pretrained models from PyTorch Hub Methods for training networks with limited inputs Sifting through unreliable results to diagnose and fix problems in your neural network Improve your results with augmented data, better model architecture, and fine tuning This Book Is Written For For Python programmers with an interest in machine learning. No experience with PyTorch or other deep learning frameworks is required. About The Authors Eli Stevens has worked in Silicon Valley for the past 15 years as a software engineer, and the past 7 years as Chief Technical Officer of a startup making medical device software. Luca Antiga is co-founder and CEO of an AI engineering company located in Bergamo, Italy, and a regular contributor to PyTorch. Thomas Viehmann is a Machine Learning and PyTorch speciality trainer and consultant based in Munich, Germany and a PyTorch core developer. Table of Contents PART 1 - CORE PYTORCH 1 Introducing deep learning and the PyTorch Library 2 Pretrained networks 3 It starts with a tensor 4 Real-world data representation using tensors 5 The mechanics of learning 6 Using a neural network to fit the data 7 Telling birds from airplanes: Learning from images 8 Using convolutions to generalize PART 2 - LEARNING FROM IMAGES IN THE REAL WORLD: EARLY DETECTION OF LUNG CANCER 9 Using PyTorch to fight cancer 10 Combining data sources into a unified dataset 11 Training a classification model to detect suspected tumors 12 Improving training with metrics and augmentation 13 Using segmentation to find suspected nodules 14 End-to-end nodule analysis, and where to go next PART 3 - DEPLOYMENT 15 Deploying to production

The Jeffrey Journey - 2010 Edition

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Author :
Publisher : Milverstead Publishing LLC
ISBN 13 : 0984284737
Total Pages : 298 pages
Book Rating : 4.9/5 (842 download)

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Book Synopsis The Jeffrey Journey - 2010 Edition by : Helen Baldwin

Download or read book The Jeffrey Journey - 2010 Edition written by Helen Baldwin and published by Milverstead Publishing LLC. This book was released on 2010-02-27 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Revised and Updated - 2010 with new resources and dedications. In May, 1997, Randy and Helen Baldwin eagerly welcomed their third child, Jeffrey, as did his older siblings, Matthew and Katie. Jeffrey's arrival, unplanned but greatly anticipated, sparked a few adjustments in this family long removed from diaper duty, but Jeffrey was obviously a special gift. Eight weeks later, life took a completely unexpected downward spiral into the depths of despair when Jeffrey was diagnosed with Spinal Muscular Atrophy (SMA), a rare, progressive genetic neuromuscular disease with deadly ramifications. The neurologist handed over the utterly devastating news that Jeffrey had a severe case of the most destructive form without a morsel of hope that anything could be done to thwart the effects of the killer disease. Faced with the nightmare that their baby was expected to die within two years and that there was no treatment or cure, Randy and Helen took their faith in God to a higher level and embarked on a quest to defy SMA and its stranglehold on their precious baby's life. They sought the expertise of alternative practitioners and relentlessly relied on prayers for Jeffrey's health and for strength, courage, and wisdom for themselves and their family. The Jeffrey Journey is the story of how one family - with friends and family, prayer, and God's grace - rose to the challenge of caring for a dying child as they also realized the countless blessings left by their angel.

Textbook Amy Krouse Rosenthal

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Publisher : Penguin
ISBN 13 : 1101984554
Total Pages : 338 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Textbook Amy Krouse Rosenthal by : Amy Krouse Rosenthal

Download or read book Textbook Amy Krouse Rosenthal written by Amy Krouse Rosenthal and published by Penguin. This book was released on 2020-04-14 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: The bestselling author of Encyclopedia an Ordinary Life returns with a literary experience that is unprecedented, unforgettable, and explosively human. Ten years after her beloved, groundbreaking Encyclopedia of an Ordinary Life, #1 New York Times bestselling author Amy Krouse Rosenthal delivers a book full of her distinct blend of nonlinear narrative, wistful reflections, and insightful wit. It is a mighty, life-affirming work that sheds light on all the ordinary and extraordinary ways we are connected. Like she did with Encyclopedia of an Ordinary Life, Amy Krouse Rosenthal ingeniously adapts a standard format—a textbook, this time—to explore life’s lessons and experiences into a funny, wise, and poignant work of art. Not exactly a memoir, not just a collection of observations, Textbook Amy Krouse Rosenthal is a beautiful exploration into the many ways we are connected on this planet and speaks to the awe, bewilderment, and poignancy of being alive. “…a groundbreaking new twist on the traditional literary experience… Textbook is a delightful collection of interesting scenarios that directly point to life lessons. Rosenthal manages to spotlight grand moments and everyday moments with equal curiosity, proving that it can be both a privilege — and petrifying — to peek into one’s humanity.”—Associated Press “Rosenthal is a marvel… a talented storyteller with an experimental flair for formatting… This engaging, playful, and clever glimpse into one woman’s life offers lots of photographs, graphic illustrations, and diagrams, resulting in a book that will make readers smile as their notions of story delivery expand.” —Booklist

The Prime of Miss Jean Brodie

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Publisher : Open Road Media
ISBN 13 : 1453245030
Total Pages : 170 pages
Book Rating : 4.4/5 (532 download)

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Book Synopsis The Prime of Miss Jean Brodie by : Muriel Spark

Download or read book The Prime of Miss Jean Brodie written by Muriel Spark and published by Open Road Media. This book was released on 2012-03-20 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: “A perfect book”—and basis for the Maggie Smith film—about a teacher who makes a lasting impression on her female students in the years before World War II (Chicago Tribune). “Give me a girl at an impressionable age, and she is mine for life!” So asserts Jean Brodie, a magnetic, dubious, and sometimes comic teacher at the conservative Marcia Blaine School for Girls in Edinburgh. Brodie selects six favorite pupils to mold—and she doesn’t stop with just their intellectual lives. She has a plan for them all, including how they will live, whom they will love, and what sacrifices they will make to uphold her ideals. When the girls reach adulthood and begin to find their own destinies, Jean Brodie’s indelible imprint is a gift to some, and a curse to others. The Prime of Miss Jean Brodie is Spark’s masterpiece, a novel that offers one of twentieth-century English literature’s most iconic and complex characters—a woman at once admirable and sinister, benevolent and conniving. This ebook features an illustrated biography of Muriel Spark including rare photos and never-before-seen documents from the author’s archive at the National Library of Scotland.

Of Fire and Ash

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Publisher :
ISBN 13 : 9781621842057
Total Pages : 0 pages
Book Rating : 4.8/5 (42 download)

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Book Synopsis Of Fire and Ash by : Gillian Bronte Adams

Download or read book Of Fire and Ash written by Gillian Bronte Adams and published by . This book was released on 2022-09-13 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: She rides a fireborn, a steed of fire and ash, trained for destruction. Ceridwen tal Desmond dreams of ruling like her father over the nation of Soldonia, where warriors ride to battle on magical steeds--soaring on storm winds, vanishing in shadow, quaking the earth, and summoning the sea. After a tragic accident claims her twin brother, she is exiled and sworn to atonement by spending her life--or death--for her people.

How the Body Shapes the Way We Think

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Publisher : MIT Press
ISBN 13 : 0262288524
Total Pages : 419 pages
Book Rating : 4.2/5 (622 download)

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Book Synopsis How the Body Shapes the Way We Think by : Rolf Pfeifer

Download or read book How the Body Shapes the Way We Think written by Rolf Pfeifer and published by MIT Press. This book was released on 2006-10-27 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: An exploration of embodied intelligence and its implications points toward a theory of intelligence in general; with case studies of intelligent systems in ubiquitous computing, business and management, human memory, and robotics. How could the body influence our thinking when it seems obvious that the brain controls the body? In How the Body Shapes the Way We Think, Rolf Pfeifer and Josh Bongard demonstrate that thought is not independent of the body but is tightly constrained, and at the same time enabled, by it. They argue that the kinds of thoughts we are capable of have their foundation in our embodiment—in our morphology and the material properties of our bodies. This crucial notion of embodiment underlies fundamental changes in the field of artificial intelligence over the past two decades, and Pfeifer and Bongard use the basic methodology of artificial intelligence—"understanding by building"—to describe their insights. If we understand how to design and build intelligent systems, they reason, we will better understand intelligence in general. In accessible, nontechnical language, and using many examples, they introduce the basic concepts by building on recent developments in robotics, biology, neuroscience, and psychology to outline a possible theory of intelligence. They illustrate applications of such a theory in ubiquitous computing, business and management, and the psychology of human memory. Embodied intelligence, as described by Pfeifer and Bongard, has important implications for our understanding of both natural and artificial intelligence.

Stardust Dads

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Publisher : iUniverse
ISBN 13 : 0595618154
Total Pages : 269 pages
Book Rating : 4.5/5 (956 download)

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Book Synopsis Stardust Dads by : Josephine C. George

Download or read book Stardust Dads written by Josephine C. George and published by iUniverse. This book was released on 2008-10-17 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: The e-mail Danny and Allison read on their new computer in 1996 looks no different from the millions of others received by Web users around the world, with one glaring exception--it was sent by their dads who died during the 1970s. While residing in the afterworld at an amenity-laden paradise called Midway Manor, guitar-strumming Mickey Parks and piano-playing Lloyd Wallace monitor and manipulate the lives of their adult children on earth from the mid-'70s through the 1990s. Tampering with the facility's sophisticated computer, the dads thrust Mickey's daughter Allison and Lloyd's son Danny into a passionate but sometimes stormy relationship-a relationship steeped in Danny's heavy drinking and entangled in the often-zany world of men's adventure magazine publishing. After carefully implementing a plan to send their son and daughter a gift of knowledge that could enrich their lives forever, the dads' brief contact is cut short. They are banished to another destination in the afterworld, but not before they impart indisputable proof of life after death--and unwittingly put Danny's and Allison's earthbound lives on the line.

The Land of Footprints

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Publisher : Cosimo, Inc.
ISBN 13 : 1596054972
Total Pages : 449 pages
Book Rating : 4.5/5 (96 download)

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Book Synopsis The Land of Footprints by : Stewart Edward White

Download or read book The Land of Footprints written by Stewart Edward White and published by Cosimo, Inc.. This book was released on 2005-11-01 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: Some travel books authors try to impress the reader with a full sense of the danger and hardship they have undergone. Others are deadly afraid of bragging about their adventures, knowing, for instance, that hundreds of others have been charged by a lion and may be reading their book. In The Land of Footprints, Stewart Edward White attempts to be the ideal travel book author, one who tells the reader what the country, its people, and its animals are really like, "not in vague and grandiose 'word paintings,' not in strange and foreign sounding words and phrases, but in comparison with something they know." The Land of Footprints is the enormous enjoyable, immensely readable memoir of Stewart Edward White's year spent in East Equatorial Africa at the beginning of the 20th century. STEWART EDWARD WHITE (1873-1946) was born in Michigan and lived in California where he became known as the author of many articles, short stories, and books about the state's mining and lumber camps and his explorations around the world. He devoted the last thirty years of his life to writing accounts of his wife's mediumistic explorations of the inner dimensions of life.

Crome Yellow

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Author :
Publisher : Prabhat Prakashan
ISBN 13 :
Total Pages : 163 pages
Book Rating : 4./5 ( download)

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Book Synopsis Crome Yellow by : Aldous Huxley

Download or read book Crome Yellow written by Aldous Huxley and published by Prabhat Prakashan. This book was released on 2024-10-11 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enter the satirical world of the English upper class with "Crome Yellow" by Aldous Huxley. This sharp-witted novel explores the lives and conversations of a group of intellectuals at a country estate, unraveling the complexities of human relationships and societal norms. As the characters engage in lively debates and philosophical musings, you may find yourself pondering: What does it mean to truly understand art, love, and the human experience? But here's the question that will linger in your mind: Are we all just products of our environment, unable to break free from the expectations placed upon us? Experience Huxley's incisive commentary on society and culture, where humor and insight collide. This novel brilliantly critiques the superficiality of modern life, making it a compelling read for anyone seeking to reflect on the absurdities of existence. Are you prepared to confront the absurdities of life through Huxley’s keen lens? With its engaging prose and thought-provoking dialogue, this book invites you to delve into the minds of its intriguing characters. It's more than a novel; it's a mirror reflecting the intricacies of human nature. This is your chance to experience the brilliance of Aldous Huxley. Will you let "Crome Yellow" challenge your perceptions and spark your imagination? Don’t miss the opportunity to own this classic work of literature. Purchase "Crome Yellow" now and embark on an enlightening journey through the follies of humanity!

The Assassination of Fred Hampton

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Publisher : Chicago Review Press
ISBN 13 : 1641603224
Total Pages : 509 pages
Book Rating : 4.6/5 (416 download)

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Book Synopsis The Assassination of Fred Hampton by : Jeffrey Haas

Download or read book The Assassination of Fred Hampton written by Jeffrey Haas and published by Chicago Review Press. This book was released on 2019-11-05 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: Read the story behind the award-winning film Judas and the Black Messiah On December 4, 1969, attorney Jeff Haas was in a police lockup in Chicago, interviewing Fred Hampton's fiancÉe. Deborah Johnson described how the police pulled her from the room as Fred lay unconscious on their bed. She heard one officer say, "He's still alive." She then heard two shots. A second officer said, "He's good and dead now." She looked at Jeff and asked, "What can you do?" The Assassination of Fred Hampton remains Haas's personal account of how he and People's Law Office partner Flint Taylor pursued Hampton's assassins, ultimately prevailing over unlimited government resources and FBI conspiracy. Fifty years later, Haas writes that there is still an urgent need for the revolutionary systemic changes Hampton was organizing to accomplish. Not only a story of justice delivered, this book spotlights Hampton as a dynamic community leader and an inspiration for those in the ongoing fight against injustice and police brutality.

Homeland

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Publisher : Tor Teen
ISBN 13 : 1466805870
Total Pages : 398 pages
Book Rating : 4.4/5 (668 download)

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Book Synopsis Homeland by : Cory Doctorow

Download or read book Homeland written by Cory Doctorow and published by Tor Teen. This book was released on 2013-02-05 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Cory Doctorow's wildly successful Little Brother, young Marcus Yallow was arbitrarily detained and brutalized by the government in the wake of a terrorist attack on San Francisco—an experience that led him to become a leader of the whole movement of technologically clued-in teenagers, fighting back against the tyrannical security state. A few years later, California's economy collapses, but Marcus's hacktivist past lands him a job as webmaster for a crusading politician who promises reform. Soon his former nemesis Masha emerges from the political underground to gift him with a thumbdrive containing a Wikileaks-style cable-dump of hard evidence of corporate and governmental perfidy. It's incendiary stuff—and if Masha goes missing, Marcus is supposed to release it to the world. Then Marcus sees Masha being kidnapped by the same government agents who detained and tortured Marcus years earlier. Marcus can leak the archive Masha gave him—but he can't admit to being the leaker, because that will cost his employer the election. He's surrounded by friends who remember what he did a few years ago and regard him as a hacker hero. He can't even attend a demonstration without being dragged onstage and handed a mike. He's not at all sure that just dumping the archive onto the Internet, before he's gone through its millions of words, is the right thing to do. Meanwhile, people are beginning to shadow him, people who look like they're used to inflicting pain until they get the answers they want. Fast-moving, passionate, and as current as next week, Homeland is every bit the equal of Little Brother—a paean to activism, to courage, to the drive to make the world a better place. At the Publisher's request, this title is being sold without Digital Rights Management Software (DRM) applied.

Memoirs

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Publisher : Random House
ISBN 13 : 0307789381
Total Pages : 556 pages
Book Rating : 4.3/5 (77 download)

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Book Synopsis Memoirs by : David Rockefeller

Download or read book Memoirs written by David Rockefeller and published by Random House. This book was released on 2011-04-27 with total page 556 pages. Available in PDF, EPUB and Kindle. Book excerpt: Born into one of the wealthiest families in America—he was the youngest son of Standard Oil scion John D. Rockefeller, Jr., and the celebrated patron of modern art Abby Aldrich Rockefeller—David Rockefeller has carried his birthright into a distinguished life of his own. His dealings with world leaders from Zhou Enlai and Mikhail Gorbachev to Anwar Sadat and Ariel Sharon, his service to every American president since Eisenhower, his remarkable world travels and personal dedication to his home city of New York—here, the first time a Rockefeller has told his own story, is an account of a truly rich life.

The Sand Pebbles

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Author :
Publisher : DigiCat
ISBN 13 :
Total Pages : 567 pages
Book Rating : 4.8/5 (596 download)

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Book Synopsis The Sand Pebbles by : Richard McKenna

Download or read book The Sand Pebbles written by Richard McKenna and published by DigiCat. This book was released on 2022-08-01 with total page 567 pages. Available in PDF, EPUB and Kindle. Book excerpt: DigiCat Publishing presents to you this special edition of "The Sand Pebbles" by Richard McKenna. DigiCat Publishing considers every written word to be a legacy of humankind. Every DigiCat book has been carefully reproduced for republishing in a new modern format. The books are available in print, as well as ebooks. DigiCat hopes you will treat this work with the acknowledgment and passion it deserves as a classic of world literature.

Maria Montessori

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Publisher : Diversion Books
ISBN 13 : 1635761093
Total Pages : 594 pages
Book Rating : 4.6/5 (357 download)

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Book Synopsis Maria Montessori by : Rita Kramer

Download or read book Maria Montessori written by Rita Kramer and published by Diversion Books. This book was released on 2017-05-21 with total page 594 pages. Available in PDF, EPUB and Kindle. Book excerpt: The definitive biography of a physician, feminist, social reformer, educator, and one of the most influential, and controversial women of the 20th century. Maria Montessori effected a worldwide revolution in the classroom. She developed a new method of educating the young and inspired a movement that carried it into every corner of the world. This is the story of the woman behind the public figure—her accomplishments, her ideas, and her passions. Montessori broke the mold imposed on women in the nineteenth century and forged a new one, first for herself and eventually for those who came after her. Against formidable odds she became the first woman to graduate from the medical school of the University of Rome and then devoted herself to the condition of children considered uneducable at the time. She developed a teaching method that enabled them to do as well as normal children, a method which then led her to found a new kind of school—the Casa dei Bambini, or House of Children—which gained her worldwide fame and still pervades classrooms wherever young children learn. This biography is not only the story of a groundbreaking feminist but a vital chapter in the history of education. “Highly recommended for educators, parents, and moderate feminists who seek inspiration from one of the most accomplished women of this or any other age.”—Publishers Weekly

Corcoran Gallery of Art

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Author :
Publisher : Lucia Marquand
ISBN 13 : 9781555953614
Total Pages : 0 pages
Book Rating : 4.9/5 (536 download)

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Book Synopsis Corcoran Gallery of Art by : Corcoran Gallery of Art

Download or read book Corcoran Gallery of Art written by Corcoran Gallery of Art and published by Lucia Marquand. This book was released on 2011 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This authoritative catalogue of the Corcoran Gallery of Art's renowned collection of pre-1945 American paintings will greatly enhance scholarly and public understanding of one of the finest and most important collections of historic American art in the world. Composed of more than 600 objects dating from 1740 to 1945.

It's So Easy

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Publisher : Simon and Schuster
ISBN 13 : 1451606648
Total Pages : 369 pages
Book Rating : 4.4/5 (516 download)

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Book Synopsis It's So Easy by : Duff McKagan

Download or read book It's So Easy written by Duff McKagan and published by Simon and Schuster. This book was released on 2012-03-20 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: Musician Duff McKagan shares details about his life and career, discussing the creation and rise of Guns n' Roses, his struggle with alcoholism and drug addiction, his path to sobriety, and more.

Red Virgin

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Publisher : University of Alabama Press
ISBN 13 : 0817300635
Total Pages : 241 pages
Book Rating : 4.8/5 (173 download)

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Book Synopsis Red Virgin by : Louise Michel

Download or read book Red Virgin written by Louise Michel and published by University of Alabama Press. This book was released on 1981 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Louise Michel was born illegitimate in 1830 and became a schoolmistress in Paris. She was involved in radical activities during the twilight of France’s Second Empire, and during the Franco-Prussian War of 1870 and the siege of Paris. She was a leading member of the revolutionary groups controlling Montmarte. Michel emerged as one of the leaders of the insurrection during the Paris Commune of March-May 1871; and French anarchists saw her as martyr and saint – The Red Virgin. When the Versailles government crushed the Commune in May 1871, Michel was sentenced to exile in New Caledonia, until the general amnesty of 1880, when she returned to France and great popular acclaim and support from the working people of the country. Michel was arrested again during a demonstration in Paris in 1883 and sentenced to six years in prison. Pardoned after three years, she continued her speeches and writing, although she spent the greater part of her time from 1890 until her death in 1905 in England in self-imposed exile. It was during her prison term from 1883 to 1886 that she compiled her Memoires, now available in English. These memoirs offer readers a view of the non-Marxist left and give an in-depth look into the development of the revolutionary spirit. The early chapters treat her childhood, the development of her revolutionary feelings, and her training as a schoolteacher. The next section describes her activities as a schoolteacher in the Haute-Marne and Paris and therefore contains much of interest on education in 19th-century Europe. Her chapters on the siege of Paris, the Commune, and her first trial show those events from the point of view of a major participant. Of particular interest is a chapter on women’s rights, which Michel saw as part of the search for the rights of all people, male and female, and not as a separate struggle. The Red Virgin: Memoirs of Louise Michel will be useful to both scholars and students of 19th-century French history and women’s studies.