Data-Intensive Text Processing with MapReduce

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Author :
Publisher : Springer Nature
ISBN 13 : 3031021363
Total Pages : 171 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Data-Intensive Text Processing with MapReduce by : Jimmy Lin

Download or read book Data-Intensive Text Processing with MapReduce written by Jimmy Lin and published by Springer Nature. This book was released on 2022-05-31 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: Our world is being revolutionized by data-driven methods: access to large amounts of data has generated new insights and opened exciting new opportunities in commerce, science, and computing applications. Processing the enormous quantities of data necessary for these advances requires large clusters, making distributed computing paradigms more crucial than ever. MapReduce is a programming model for expressing distributed computations on massive datasets and an execution framework for large-scale data processing on clusters of commodity servers. The programming model provides an easy-to-understand abstraction for designing scalable algorithms, while the execution framework transparently handles many system-level details, ranging from scheduling to synchronization to fault tolerance. This book focuses on MapReduce algorithm design, with an emphasis on text processing algorithms common in natural language processing, information retrieval, and machine learning. We introduce the notion of MapReduce design patterns, which represent general reusable solutions to commonly occurring problems across a variety of problem domains. This book not only intends to help the reader "think in MapReduce", but also discusses limitations of the programming model as well. Table of Contents: Introduction / MapReduce Basics / MapReduce Algorithm Design / Inverted Indexing for Text Retrieval / Graph Algorithms / EM Algorithms for Text Processing / Closing Remarks

World Protests

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Publisher : Springer Nature
ISBN 13 : 3030885135
Total Pages : 201 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis World Protests by : Isabel Ortiz

Download or read book World Protests written by Isabel Ortiz and published by Springer Nature. This book was released on 2021-11-03 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book. The start of the 21st century has seen the world shaken by protests, from the Arab Spring to the Yellow Vests, from the Occupy movement to the social uprisings in Latin America. There are periods in history when large numbers of people have rebelled against the way things are, demanding change, such as in 1848, 1917, and 1968. Today we are living in another time of outrage and discontent, a time that has already produced some of the largest protests in world history. This book analyzes almost three thousand protests that occurred between 2006 and 2020 in 101 countries covering over 93 per cent of the world population. The study focuses on the major demands driving world protests, such as those for real democracy, jobs, public services, social protection, civil rights, global justice, and those against austerity and corruption. It also analyzes who was demonstrating in each protest; what protest methods they used; who the protestors opposed; what was achieved; whether protests were repressed; and trends such as inequality and the rise of women’s and radical right protests. The book concludes that the demands of protestors in most of the protests surveyed are in full accordance with human rights and internationally agreed-upon UN development goals. The book calls for policy-makers to listen and act on these demands.

The Map Collector

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Author :
Publisher :
ISBN 13 :
Total Pages : 328 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis The Map Collector by :

Download or read book The Map Collector written by and published by . This book was released on 1984 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Communities in Action

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Publisher : National Academies Press
ISBN 13 : 0309452961
Total Pages : 583 pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis Communities in Action by : National Academies of Sciences, Engineering, and Medicine

Download or read book Communities in Action written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2017-04-27 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the United States, some populations suffer from far greater disparities in health than others. Those disparities are caused not only by fundamental differences in health status across segments of the population, but also because of inequities in factors that impact health status, so-called determinants of health. Only part of an individual's health status depends on his or her behavior and choice; community-wide problems like poverty, unemployment, poor education, inadequate housing, poor public transportation, interpersonal violence, and decaying neighborhoods also contribute to health inequities, as well as the historic and ongoing interplay of structures, policies, and norms that shape lives. When these factors are not optimal in a community, it does not mean they are intractable: such inequities can be mitigated by social policies that can shape health in powerful ways. Communities in Action: Pathways to Health Equity seeks to delineate the causes of and the solutions to health inequities in the United States. This report focuses on what communities can do to promote health equity, what actions are needed by the many and varied stakeholders that are part of communities or support them, as well as the root causes and structural barriers that need to be overcome.

Scott Standard Postage Stamp Catalogue

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Author :
Publisher :
ISBN 13 :
Total Pages : 904 pages
Book Rating : 4.:/5 (36 download)

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Book Synopsis Scott Standard Postage Stamp Catalogue by :

Download or read book Scott Standard Postage Stamp Catalogue written by and published by . This book was released on 1977 with total page 904 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Dvorak's Prophecy: And the Vexed Fate of Black Classical Music

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Author :
Publisher : W. W. Norton & Company
ISBN 13 : 0393881253
Total Pages : 256 pages
Book Rating : 4.3/5 (938 download)

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Book Synopsis Dvorak's Prophecy: And the Vexed Fate of Black Classical Music by : Joseph Horowitz

Download or read book Dvorak's Prophecy: And the Vexed Fate of Black Classical Music written by Joseph Horowitz and published by W. W. Norton & Company. This book was released on 2021-11-23 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Kirkus Reviews Best Nonfiction Book of 2021 A provocative interpretation of why classical music in America "stayed white"—how it got to be that way and what can be done about it. In 1893 the composer Antonín Dvorák prophesied a “great and noble school” of American classical music based on the “negro melodies” he had excitedly discovered since arriving in the United States a year before. But while Black music would foster popular genres known the world over, it never gained a foothold in the concert hall. Black composers found few opportunities to have their works performed, and white composers mainly rejected Dvorák’s lead. Joseph Horowitz ranges throughout American cultural history, from Frederick Douglass and Huckleberry Finn to George Gershwin’s Porgy and Bess and the work of Ralph Ellison, searching for explanations. Challenging the standard narrative for American classical music fashioned by Aaron Copland and Leonard Bernstein, he looks back to literary figures—Emerson, Melville, and Twain—to ponder how American music can connect with a “usable past.” The result is a new paradigm that makes room for Black composers, including Harry Burleigh, Nathaniel Dett, William Levi Dawson, and Florence Price, while giving increased prominence to Charles Ives and George Gershwin. Dvorák’s Prophecy arrives in the midst of an important conversation about race in America—a conversation that is taking place in music schools and concert halls as well as capitols and boardrooms. As George Shirley writes in his foreword to the book, “We have been left unprepared for the current cultural moment. [Joseph Horowitz] explains how we got there [and] proposes a bigger world of American classical music than what we have known before. It is more diverse and more equitable. And it is more truthful.”

National Geographic

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Author :
Publisher :
ISBN 13 :
Total Pages : 950 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis National Geographic by :

Download or read book National Geographic written by and published by . This book was released on 1964 with total page 950 pages. Available in PDF, EPUB and Kindle. Book excerpt:

To the Last Man :.

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (122 download)

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Book Synopsis To the Last Man :. by : Jonathan D. Bratten

Download or read book To the Last Man :. written by Jonathan D. Bratten and published by . This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The World of UCL

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Publisher : UCL Press
ISBN 13 : 1787352943
Total Pages : 179 pages
Book Rating : 4.7/5 (873 download)

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Book Synopsis The World of UCL by : Negley Harte

Download or read book The World of UCL written by Negley Harte and published by UCL Press. This book was released on 2018-05-21 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: From its foundation in 1826, UCL embraced a progressive and pioneering spirit. It was the first university in England to admit students regardless of religion and made higher education affordable and accessible to a much broader section of society. It was also effectively the first university to welcome women on equal terms with men. From the outset UCL showed a commitment to innovative ideas and new methods of teaching and research. This book charts the history of UCL from 1826 through to the present day, highlighting its many contributions to society in Britain and around the world. It covers the expansion of the university through the growth in student numbers and institutional mergers. It documents shifts in governance throughout the years and the changing social and economic context in which UCL operated, including challenging periods of reconstruction after two World Wars. Today UCL is one of the powerhouses of research and teaching, and a truly global university. It is currently seventh in the QS World University Rankings. This completely revised and updated edition features a new chapter based on interviews with key individuals at UCL. It comes at a time of ambitious development for UCL with the establishment of an entirely new campus in East London, UCL East, and Provost Michael Arthur’s ‘UCL 2034’ strategy which aims to secure the university’s long-term future and commits UCL to delivering global impact.

The Regulatory Genome

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Publisher : Elsevier
ISBN 13 : 0080455573
Total Pages : 303 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis The Regulatory Genome by : Eric H. Davidson

Download or read book The Regulatory Genome written by Eric H. Davidson and published by Elsevier. This book was released on 2010-07-19 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gene regulatory networks are the most complex, extensive control systems found in nature. The interaction between biology and evolution has been the subject of great interest in recent years. The author, Eric Davidson, has been instrumental in elucidating this relationship. He is a world renowned scientist and a major contributor to the field of developmental biology. The Regulatory Genome beautifully explains the control of animal development in terms of structure/function relations of inherited regulatory DNA sequence, and the emergent properties of the gene regulatory networks composed of these sequences. New insights into the mechanisms of body plan evolution are derived from considerations of the consequences of change in developmental gene regulatory networks. Examples of crucial evidence underscore each major concept. The clear writing style explains regulatory causality without requiring a sophisticated background in descriptive developmental biology. This unique text supersedes anything currently available in the market. - The only book in the market that is solely devoted to the genomic regulatory code for animal development - Written at a conceptual level, including many novel synthetic concepts that ultimately simplify understanding - Presents a comprehensive treatment of molecular control elements that determine the function of genes - Provides a comparative treatment of development, based on principles rather than description of developmental processes - Considers the evolutionary processes in terms of the structural properties of gene regulatory networks - Includes 42 full-color descriptive figures and diagrams

Teaching Geography

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Publisher : Guilford Press
ISBN 13 : 9781593851545
Total Pages : 292 pages
Book Rating : 4.8/5 (515 download)

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Book Synopsis Teaching Geography by : Phil Gersmehl

Download or read book Teaching Geography written by Phil Gersmehl and published by Guilford Press. This book was released on 2005-04-06 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents a complete conceptual framework with hands-on ideas for succcessful middle and secondary geography instruction. CD contains exteneded activities, geography standards, and more.

The Bicentennial of the United States of America

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Publisher :
ISBN 13 :
Total Pages : 554 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis The Bicentennial of the United States of America by : American Revolution Bicentennial Administration

Download or read book The Bicentennial of the United States of America written by American Revolution Bicentennial Administration and published by . This book was released on 1977 with total page 554 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Reference World Atlas

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Publisher : Penguin
ISBN 13 : 1465421181
Total Pages : 386 pages
Book Rating : 4.4/5 (654 download)

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Book Synopsis Reference World Atlas by : DK

Download or read book Reference World Atlas written by DK and published by Penguin. This book was released on 2013-10-01 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: A beautifully clear, detailed, and fully revised and updated guide, DK's Reference World Atlas gives a superb overview of all the world's regions. Providing a detailed reference map set, the atlas also features computer-generated terrain-modeled maps and the landscapes, bringing an all-new dimension to cartography. This ninth edition of DK's respected Reference World Atlas includes all recent border, place name, and flag changes from around the world, including the emerging state of South Sudan.

Road Trip USA

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Publisher : Avalon Travel Pub
ISBN 13 : 9781566911900
Total Pages : 500 pages
Book Rating : 4.9/5 (119 download)

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Book Synopsis Road Trip USA by : Jamie Jensen

Download or read book Road Trip USA written by Jamie Jensen and published by Avalon Travel Pub. This book was released on 2000 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers detailed descriptions of drives through California and the Southwest, with a flexible format allowing one to switch routes during a journey, and including information on where to eat and sleep, the best local radio stations, hundreds of roadside attractions, and more.

Personal Memoirs of U.S. Grant ...

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Publisher : New York, C. L. Webster & Company
ISBN 13 :
Total Pages : 606 pages
Book Rating : 4.A/5 ( download)

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Book Synopsis Personal Memoirs of U.S. Grant ... by : Ulysses Simpson Grant

Download or read book Personal Memoirs of U.S. Grant ... written by Ulysses Simpson Grant and published by New York, C. L. Webster & Company. This book was released on 1885 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: Faced with failing health and financial ruin, the Civil War's greatest general and former president wrote his personal memoirs to secure his family's future - and won himself a unique place in American letters. Devoted almost entirely to his life as a soldier, Grant's Memoirs traces the trajectory of his extraordinary career - from West Point cadet to general-in-chief of all Union armies. For their directness and clarity, his writings on war are without rival in American literature, and his autobiography deserves a place among the very best in the genre.

The Emperor of All Maladies

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Publisher : Simon and Schuster
ISBN 13 : 1439170916
Total Pages : 624 pages
Book Rating : 4.4/5 (391 download)

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Book Synopsis The Emperor of All Maladies by : Siddhartha Mukherjee

Download or read book The Emperor of All Maladies written by Siddhartha Mukherjee and published by Simon and Schuster. This book was released on 2011-08-09 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Winner of the Pulitzer Prize and a documentary from Ken Burns on PBS, this New York Times bestseller is “an extraordinary achievement” (The New Yorker)—a magnificent, profoundly humane “biography” of cancer—from its first documented appearances thousands of years ago through the epic battles in the twentieth century to cure, control, and conquer it to a radical new understanding of its essence. Physician, researcher, and award-winning science writer, Siddhartha Mukherjee examines cancer with a cellular biologist’s precision, a historian’s perspective, and a biographer’s passion. The result is an astonishingly lucid and eloquent chronicle of a disease humans have lived with—and perished from—for more than five thousand years. The story of cancer is a story of human ingenuity, resilience, and perseverance, but also of hubris, paternalism, and misperception. Mukherjee recounts centuries of discoveries, setbacks, victories, and deaths, told through the eyes of his predecessors and peers, training their wits against an infinitely resourceful adversary that, just three decades ago, was thought to be easily vanquished in an all-out “war against cancer.” The book reads like a literary thriller with cancer as the protagonist. Riveting, urgent, and surprising, The Emperor of All Maladies provides a fascinating glimpse into the future of cancer treatments. It is an illuminating book that provides hope and clarity to those seeking to demystify cancer.

Governing the Commons

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Publisher : Cambridge University Press
ISBN 13 : 1107569788
Total Pages : 297 pages
Book Rating : 4.1/5 (75 download)

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Book Synopsis Governing the Commons by : Elinor Ostrom

Download or read book Governing the Commons written by Elinor Ostrom and published by Cambridge University Press. This book was released on 2015-09-23 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tackles one of the most enduring and contentious issues of positive political economy: common pool resource management.