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Deep Learning

Author : Josh Patterson
ISBN : 9781491914212
Genre : Computers
File Size : 36.51 MB
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Although interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learning—especially deep neural networks—make a real difference in your organization? This hands-on guide not only provides the most practical information available on the subject, but also helps you get started building efficient deep learning networks. Authors Adam Gibson and Josh Patterson provide theory on deep learning before introducing their open-source Deeplearning4j (DL4J) library for developing production-class workflows. Through real-world examples, you’ll learn methods and strategies for training deep network architectures and running deep learning workflows on Spark and Hadoop with DL4J. Dive into machine learning concepts in general, as well as deep learning in particular Understand how deep networks evolved from neural network fundamentals Explore the major deep network architectures, including Convolutional and Recurrent Learn how to map specific deep networks to the right problem Walk through the fundamentals of tuning general neural networks and specific deep network architectures Use vectorization techniques for different data types with DataVec, DL4J’s workflow tool Learn how to use DL4J natively on Spark and Hadoop
Category: Computers

Information Architecture For Information Professionals

Author : Sue Batley
ISBN : 1843342324
Genre : Business & Economics
File Size : 66.85 MB
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Covering various aspects of information architecture: core elements of information management, organising and recording information in the digital environment, this book also focuses on design, by providing interfaces that support information tasks, and accommodate a range of individual resources.
Category: Business & Economics

Essential Gluten Free

Author : Phil Vickery
ISBN : 0857832840
Genre : Gluten-free diet
File Size : 54.28 MB
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Category: Gluten-free diet

All Honorable Men

Author : James Stewart Martin
ISBN : 9781504034906
Genre : History
File Size : 36.32 MB
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A scathing attack on Wall Street’s illegal ties to Nazi Germany before WWII—and the postwar whitewashing of Nazi business leaders by the US government Prior to World War II, German industry was controlled by an elite group who had used their money and influence to help bring the Nazi Party to power. After the Allies had successfully occupied Germany and removed the Third Reich, the process of reconstructing the devastated nation’s economy began under supervision of the US government. James Stewart Martin, who had assisted the Allied forces in targeting key areas of German industry for aerial bombardment, returned to Germany as the director of the Division for Investigation of Cartels and External Assets in American Military Government, a position he held until 1947. Martin was to break up the industrial machine these cartels controlled and investigate their ties to Wall Street. What he discovered was shocking. Many American corporations had done business with German corporations who helped fund the Nazi Party, despite knowing what their money was supporting. Effectively, Wall Street’s greed had led them to aid Hitler and hinder the Allied effort. Martin’s efforts at decartelization were unsuccessful though, largely due to hindrance from his superior officer, an investment banker in peacetime. In conclusion, he said, “We had not been stopped in Germany by German business. We had been stopped in Germany by American business.” This exposé on economic warfare, Wall Street, and America’s military industrial complex includes a new introduction by Christopher Simpson, author of Blowback:America’s Recruitment of Nazis and Its Destructive Impact on Our Domestic and Foreign Policy, and a new foreword from investigative journalist Hank Albarelli.
Category: History

Emotion In Interaction

Author : Marja-Leena Sorjonen
ISBN : 9780199730735
Genre : Language Arts & Disciplines
File Size : 72.39 MB
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Emotion in Interaction offers a collection of original studies that explore emotion in naturally occurring spoken interaction.
Category: Language Arts & Disciplines

Effi Briest

Author : Theodor Fontane
ISBN : 9780191663185
Genre : Fiction
File Size : 80.25 MB
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'I loathe what I did, but what I loathe even more is your virtue.' Seventeen-year-old Effi Briest is steered by her parents into marriage with an ambitious bureaucrat, twenty years her senior. He takes her from her home to a remote provincial town on the Baltic coast of Prussia where she is isolated, bored, and prey to superstitious fears. She drifts into a half-hearted affair with a manipulative, womanizing officer, which ends when her husband is transferred to Berlin. Years later, events are triggered that will have profound consequences for Effi and her family. Effi Briest (1895) is recognized as one of the masterpieces by Theodor Fontane, Germany's premier realist novelist, and one of the great novels of marital relations together with Madame Bovary and Anna Karenina. It presents life among the conservative Prussian aristocracy with irony and gentle humour, and opposes the rigid and antiquated morality of the time by treating its heroine with sympathy and keen psychological insight. ABOUT THE SERIES: For over 100 years Oxford World's Classics has made available the widest range of literature from around the globe. Each affordable volume reflects Oxford's commitment to scholarship, providing the most accurate text plus a wealth of other valuable features, including expert introductions by leading authorities, helpful notes to clarify the text, up-to-date bibliographies for further study, and much more.
Category: Fiction

The Artist As Reader

Author :
ISBN : 9789004242241
Genre : History
File Size : 61.74 MB
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Based on the history of knowledge, the contributions to this volume elucidate various aspects of how, in the early modern period, artists’ education, knowledge, reading and libraries were related to the ways in which they presented themselves
Category: History

Classification In Theory And Practice

Author : Susan Batley
ISBN : 9781780630748
Genre : Language Arts & Disciplines
File Size : 27.68 MB
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This book covers all of the major library classification schemes in use in Europe, UK and US; it includes practical exercises to demonstrate their application. Importantly, classifying electronic resources is also discussed. The aim of the book is to demystify a very complex subject, and to provide a sound theoretical underpinning, together with practical advice and development of practical skills. The book fills the gap between more complex theoretical texts and those books with a purely practical approach. Chapters concentrate purely on classification rather than cataloguing and indexing, ensuring a more in-depth coverage of the topic. Covers the latest Dewey Decimal Classification, 22nd edition Provides practical advice on which schemes will be most suitable for different types of library collection Covers classification of electronic resources and taxonomy construction
Category: Language Arts & Disciplines