An Introduction

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An Introduction to Statistical Learning

Author : Gareth James
Publisher : Springer Nature
ISBN 13 : 3031387473
Total Pages : 617 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis An Introduction to Statistical Learning by : Gareth James

Download or read book An Introduction to Statistical Learning written by Gareth James and published by Springer Nature. This book was released on 2023-08-01 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree-based methods, support vector machines, clustering, deep learning, survival analysis, multiple testing, and more. Color graphics and real-world examples are used to illustrate the methods presented. This book is targeted at statisticians and non-statisticians alike, who wish to use cutting-edge statistical learning techniques to analyze their data. Four of the authors co-wrote An Introduction to Statistical Learning, With Applications in R (ISLR), which has become a mainstay of undergraduate and graduate classrooms worldwide, as well as an important reference book for data scientists. One of the keys to its success was that each chapter contains a tutorial on implementing the analyses and methods presented in the R scientific computing environment. However, in recent years Python has become a popular language for data science, and there has been increasing demand for a Python-based alternative to ISLR. Hence, this book (ISLP) covers the same materials as ISLR but with labs implemented in Python. These labs will be useful both for Python novices, as well as experienced users.

An Introduction to the Book of Abraham

Author : John Laurence Gee
Publisher :
ISBN 13 : 9781944394066
Total Pages : pages
Book Rating : 4.3/5 (94 download)

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Book Synopsis An Introduction to the Book of Abraham by : John Laurence Gee

Download or read book An Introduction to the Book of Abraham written by John Laurence Gee and published by . This book was released on 2016-11-30 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: When the Book of Abraham was first published to the world in 1842, it was published as "a translation of some ancient records that have fallen into [Joseph Smith's] hands from the catacombs of Egypt, purporting to be the writings of Abraham while he was in Egypt, called 'The Book of Abraham, Written by his Own Hand, upon Papyrus.'" The resultant record was thus connected with the papyri once owned by Joseph Smith, though which papyrus of the four or five in his possession was never specified. Those papyri would likely interest only a few specialists--were the papyri not bound up in a religious controversy. This controversy covers a number of interrelated issues, and an even greater number of theories have been put forward about these issues. Given the amount of information available, the various theories, and the variety of fields of study the subject requires, misunderstandings and misinformation often prevail. The goal with the Introduction to the Book of Abraham is to make reliable information about the Book of Abraham accessible to the general reader.

Reinforcement Learning, second edition

Author : Richard S. Sutton
Publisher : MIT Press
ISBN 13 : 0262352702
Total Pages : 549 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Reinforcement Learning, second edition by : Richard S. Sutton

Download or read book Reinforcement Learning, second edition written by Richard S. Sutton and published by MIT Press. This book was released on 2018-11-13 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.

Literary Theory

Author : Terry Eagleton
Publisher :
ISBN 13 : 019285318X
Total Pages : 178 pages
Book Rating : 4.1/5 (928 download)

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Book Synopsis Literary Theory by : Terry Eagleton

Download or read book Literary Theory written by Terry Eagleton and published by . This book was released on 1985 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Looking Awry

Author : Slavoj Zizek
Publisher : MIT Press
ISBN 13 : 9780262740159
Total Pages : 206 pages
Book Rating : 4.7/5 (41 download)

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Book Synopsis Looking Awry by : Slavoj Zizek

Download or read book Looking Awry written by Slavoj Zizek and published by MIT Press. This book was released on 1992-09-08 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Slavoj Žižek, a leading intellectual in the new social movements that are sweeping Eastern Europe, provides a virtuoso reading of Jacques Lacan. Žižek inverts current pedagogical strategies to explain the difficult philosophical underpinnings of the French theoretician and practician who revolutionized our view of psychoanalysis. He approaches Lacan through the motifs and works of contemporary popular culture, from Hitchcock's Vertigo to Stephen King's Pet Sematary, from McCullough's An Indecent Obsession to Romero's Return of the Living Dead—a strategy of "looking awry" that recalls the exhilarating and vital experience of Lacan. Žižek discovers fundamental Lacanian categories the triad Imaginary/Symbolic/Real, the object small a, the opposition of drive and desire, the split subject—at work in horror fiction, in detective thrillers, in romances, in the mass media's perception of ecological crisis, and, above all, in Alfred Hitchcock's films. The playfulness of Žižek's text, however, is entirely different from that associated with the deconstructive approach made famous by Derrida. By clarifying what Lacan is saying as well as what he is not saying, Žižek is uniquely able to distinguish Lacan from the poststructuralists who so often claim him.

Film

Author : William H. Phillips
Publisher : Macmillan
ISBN 13 : 0312487258
Total Pages : 780 pages
Book Rating : 4.3/5 (124 download)

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Book Synopsis Film by : William H. Phillips

Download or read book Film written by William H. Phillips and published by Macmillan. This book was released on 2009-01-02 with total page 780 pages. Available in PDF, EPUB and Kindle. Book excerpt: This clear, well illustrated text takes the reader through the basics of film analysis, drawing on a wide range of film for discussion. Questions of genre and the contexts and meanings of film are considered.

Heidegger

Author : Richard Polt
Publisher : Routledge
ISBN 13 : 1134574231
Total Pages : 210 pages
Book Rating : 4.1/5 (345 download)

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Book Synopsis Heidegger by : Richard Polt

Download or read book Heidegger written by Richard Polt and published by Routledge. This book was released on 2013-10-16 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: Heidegger is a classic introduction to Heidegger's notoriously difficult work. Truly accessible, it combines clarity of exposition with an authoritative handling of the subject-matter. Richard Polt has written a work that will become the standard text for students looking to understand one of the century's greatest minds.

An Introduction to Decision Theory

Author : Martin Peterson
Publisher : Cambridge University Press
ISBN 13 : 1107151597
Total Pages : 351 pages
Book Rating : 4.1/5 (71 download)

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Book Synopsis An Introduction to Decision Theory by : Martin Peterson

Download or read book An Introduction to Decision Theory written by Martin Peterson and published by Cambridge University Press. This book was released on 2017-03-30 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive and accessible introduction to all aspects of decision theory, now with new and updated discussions and over 140 exercises.

The Caucasus

Author : Thomas De Waal
Publisher :
ISBN 13 : 0190683082
Total Pages : 313 pages
Book Rating : 4.1/5 (96 download)

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Book Synopsis The Caucasus by : Thomas De Waal

Download or read book The Caucasus written by Thomas De Waal and published by . This book was released on 2019 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition of The Caucasus is a thorough update of an essential guide that has introduced thousands of readers to a complex region. Armenia, Azerbaijan, Georgia and the break-away territories that have tried to split away from them constitute one of the most diverse and challenging regions on earth, impressing the visitor with their multi-layered history and ethnic complexity. Over the last few years, the South Caucasus region has captured international attention again because of disputes between the West and Russia, its unresolved conflicts, and its role as an energy transport corridor to Europe. The Caucasus gives the reader a historical overview and an authoritative guide to the three conflicts that have blighted the region. Thomas de Waal tells the story of the "Five-Day War" between Georgia and Russia and recent political upheavals in all three countries. He also finds time to tell the reader about Georgian wine, Baku jazz and how the coast of Abkhazia was known as "Soviet Florida." Short, stimulating and rich in detail, The Caucasus is the perfect guide to this fascinating and little-understood region.

John Barth

Author : David Morrell
Publisher : David Morrell
ISBN 13 : 1937760286
Total Pages : 234 pages
Book Rating : 4.9/5 (377 download)

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Book Synopsis John Barth by : David Morrell

Download or read book John Barth written by David Morrell and published by David Morrell. This book was released on 2015-12-16 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 1969, while David Morrell was writing First Blood, the novel in which Rambo was created, he also wrote his doctoral dissertation about acclaimed author, John Barth. In it, Morrell analyses Barth’s early fiction, using interviews with Barth, his agent, and his editors as well as several of Barth’s unpublished essays and letters to tell what Morrell calls “the story behind the stories, a biography of Barth’s fiction.” Over the years, scholars have found John Barth: An Introduction invaluable for its lengthy biographical sections, which Barth himself approved. Fans of Morrell’s fiction will find this book enlightening in terms of what Barth taught him about writing. CRITICAL REACTION “David Morrell’s not just a fine writer; he’s also a great and generous teacher.” —New York Times bestselling author Lawrence Block “Morrell has written an interesting and informative book which reads occasionally like a biography. His prose is eminently clear and straightforward. His book has something for everyone. There is no doubt that it will become a necessity for serious students of Barth, and that, coincidentally, it is a genuinely interesting book.” —Journal of Modern Literature “Morrell’s study tells the story of Barth’s storytelling, how he got his ideas, and then how the publishers and reviewers dealt with them. He includes detailed biographical information [and] writes with great economy and clarity.” —Modern Fiction Studies “Morrell gives the reader the benefit of his familiarity with Barth and his manuscripts to plot the career of each work, from plans and, in some cases, research through revision, publisher-agent reactions, sales, and post-publication revisions. The whole enterprise is carried off with appealing confidence and informality that add up to an eminently readable book.” —World Literature Today

You

Author : Michael P. Jensen
Publisher :
ISBN 13 : 9781925424164
Total Pages : 147 pages
Book Rating : 4.4/5 (241 download)

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Book Synopsis You by : Michael P. Jensen

Download or read book You written by Michael P. Jensen and published by . This book was released on 2017-11-08 with total page 147 pages. Available in PDF, EPUB and Kindle. Book excerpt: Michael Jensen explores a biblical view of what it means to be a human. Ideal for young Christians (15-25).

An Introduction to the Old Testament Prophetic Books

Author : C. Hassell Bullock
Publisher : Moody Publishers
ISBN 13 : 157567436X
Total Pages : 478 pages
Book Rating : 4.5/5 (756 download)

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Book Synopsis An Introduction to the Old Testament Prophetic Books by : C. Hassell Bullock

Download or read book An Introduction to the Old Testament Prophetic Books written by C. Hassell Bullock and published by Moody Publishers. This book was released on 2007-05-01 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Old Testament prophets spoke to Israel in times of historical and moral crisis. They saw themselves as being a part of a story that God was weaving throughout history--a story of repentance, encouragement, and a coming Messiah. In this updated introductory book, each major and minor prophet and his writing are clustered with the major historical events of their time. Our generational distance from the age of the prophets might seem to be a measureless chasm. Yet we dare not make the mistake of assuming that passing years have rendered irrelevant not only the Old Testament prophets, but also the God who comprehends, spans, and transcends all time. In these pages, C. Hassell Bullock presents a clear picture of some of history's most profound spokesmen--the Old Testament prophets--and the God who shaped them.

An Introduction to the Human Development and Capability Approach

Author : Séverine Deneulin
Publisher : IDRC
ISBN 13 : 184407806X
Total Pages : 378 pages
Book Rating : 4.8/5 (44 download)

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Book Synopsis An Introduction to the Human Development and Capability Approach by : Séverine Deneulin

Download or read book An Introduction to the Human Development and Capability Approach written by Séverine Deneulin and published by IDRC. This book was released on 2009 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: First Published in 2009. Routledge is an imprint of Taylor & Francis, an informa company.

The Nazis Knew My Name

Author : Magda Hellinger
Publisher : Simon and Schuster
ISBN 13 : 1982181249
Total Pages : 320 pages
Book Rating : 4.9/5 (821 download)

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Book Synopsis The Nazis Knew My Name by : Magda Hellinger

Download or read book The Nazis Knew My Name written by Magda Hellinger and published by Simon and Schuster. This book was released on 2022-03-15 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: The “thought-provoking…must-read” (Ariana Neumann, author of When Time Stopped) memoir by a Holocaust survivor who saved an untold number of lives at Auschwitz through everyday acts of courage and kindness—in the vein of A Bookshop in Berlin and The Nazi Officer’s Wife. In March 1942, twenty-five-year-old kindergarten teacher Magda Hellinger and nearly a thousand other young women were deported as some of the first Jews to be sent to the Auschwitz concentration camp. The SS soon discovered that by putting prisoners in charge of the day-to-day accommodation blocks, they could deflect attention away from themselves. Magda was one such prisoner selected for leadership and put in charge of hundreds of women in the notorious Experimental Block 10. She found herself constantly walking a dangerously fine line: saving lives while avoiding suspicion by the SS and risking execution. Through her inner strength and shrewd survival instincts, she was able to rise above the horror and cruelty of the camps and build pivotal relationships with the women under her watch, and even some of Auschwitz’s most notorious Nazi senior officers. Based on Magda’s personal account and completed by her daughter’s extensive research, this is “an unputdownable account of resilience and the power of compassion” (Booklist) in the face of indescribable evil.

An Introduction to Interdisciplinary Toxicology

Author : Carey N. Pope
Publisher : Academic Press
ISBN 13 : 0128136022
Total Pages : 644 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis An Introduction to Interdisciplinary Toxicology by : Carey N. Pope

Download or read book An Introduction to Interdisciplinary Toxicology written by Carey N. Pope and published by Academic Press. This book was released on 2020-03-06 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Interdisciplinary Toxicology: From Molecules to Man integrates the various aspects of toxicology, from "simple” molecular systems, to complex human communities, with expertise from a spectrum of interacting disciplines. Chapters are written by specialists within a given subject, such as a chemical engineer, nutritional scientist, or a microbiologist, so subjects are clearly explained and discussed within the toxicology context. Many chapters are comparative across species so that students in ecotoxicology learn mammalian toxicology and vice versa. Specific citations, further reading, study questions, and other learning features are also included. The book allows students to concurrently learn concepts in both biomedical and environmental toxicology fields, thus better equipping them for the many career opportunities toxicology provides. This book will also be useful to those wishing to reference how disciplines interact within the broad field of toxicology. Covers major topics and newer areas in toxicology, including nanotoxicology, Tox21, epigenetic toxicology, and organ-specific toxicity Includes a variety of perspectives to give a complete understanding of toxicology Written by specialists within each subject area, e.g., a chemical engineer, to ensure concepts are clearly explained

Ideology

Author : Terry Eagleton
Publisher : Verso Books
ISBN 13 : 1789603218
Total Pages : 361 pages
Book Rating : 4.7/5 (896 download)

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Book Synopsis Ideology by : Terry Eagleton

Download or read book Ideology written by Terry Eagleton and published by Verso Books. This book was released on 2020-05-05 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ideology has never before been so much in evidence as a fact, and so little understood as a concept, as it is today. In this now classic work, originally written for both students and for those already familiar with the debates around the concept, the celebrated literary theorist Terry Eagleton unravels its many definitions, exploring its tortuous history from the Enlightenment to the present. A limpid account of the thought of key Marxist thinkers, as well as that of philosophers from Schopenhauer and Nietzsche to Freud and the post-structuralists, and a political reformulation of a vital set of ideas, Ideology: An Introduction is an essential text by one of our most important contemporary critics.

An Introduction to Art

Author : Charles Harrison
Publisher : Yale University Press
ISBN 13 : 0300247133
Total Pages : 346 pages
Book Rating : 4.3/5 (2 download)

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Book Synopsis An Introduction to Art by : Charles Harrison

Download or read book An Introduction to Art written by Charles Harrison and published by Yale University Press. This book was released on 2020-03-10 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: At once engaging, personal, and analytical, this book provides the intellectual resources for the critical understanding of art Charles Harrison’s landmark book offers an original, clear, and wide-ranging introduction to the arts of painting and sculpture, to the principal artistic print media, and to the visual arts of modernism and post-modernism. Covering the entire history of art, from Paleolithic cave painting to contemporary art, it provides foundational guidance on the basic character and techniques of the different art forms, on the various genres of painting in the Western tradition, and on the techniques of sculpture as they have been practiced over several millennia and across a wide range of cultures. Throughout the book, Harrison discusses the relative priorities of aesthetic appreciation and historical inquiry, and the importance of combining the two approaches. Written in a style that is at once graceful, engaging, and personal, as well as analytical and exact, this illuminating book offers an impassioned and timely defense of the importance and value of the firsthand encounter with works of art, whether in museums or in their original locations.