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Author: David Finkelstein
Publisher: Routledge
Published: 2006-03-13
Total Pages: 167
ISBN-13: 1134380062
DOWNLOAD EBOOKThis is a comprehensive introduction to books and print culture which examines the move from the spoken word to written texts, the book as commodity, the power and profile of readers, and the future of the book in an electronic age.
Author: Gareth James
Publisher: Springer Nature
Published: 2023-08-01
Total Pages: 617
ISBN-13: 3031387473
DOWNLOAD EBOOKAn 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.
Author: Richard S. Sutton
Publisher: MIT Press
Published: 2018-11-13
Total Pages: 549
ISBN-13: 0262352702
DOWNLOAD EBOOKThe 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.
Author: John Laurence Gee
Publisher:
Published: 2016-11-30
Total Pages:
ISBN-13: 9781944394066
DOWNLOAD EBOOKWhen 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.
Author: Thomas De Waal
Publisher:
Published: 2019
Total Pages: 313
ISBN-13: 0190683082
DOWNLOAD EBOOKThis 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.
Author: Rajesh P. N. Rao
Publisher: Cambridge University Press
Published: 2013-09-30
Total Pages: 337
ISBN-13: 0521769418
DOWNLOAD EBOOKThe idea of interfacing minds with machines has long captured the human imagination. Recent advances in neuroscience and engineering are making this a reality, opening the door to restoration and augmentation of human physical and mental capabilities. Medical applications such as cochlear implants for the deaf and neurally controlled prosthetic limbs for the paralyzed are becoming almost commonplace. Brain-computer interfaces (BCIs) are also increasingly being used in security, lie detection, alertness monitoring, telepresence, gaming, education, art, and human augmentation. This introduction to the field is designed as a textbook for upper-level undergraduate and first-year graduate courses in neural engineering or brain-computer interfacing for students from a wide range of disciplines. It can also be used for self-study and as a reference by neuroscientists, computer scientists, engineers, and medical practitioners. Key features include questions and exercises in each chapter and a supporting website.
Author: Barry Ulanov
Publisher: Greenwood Publishing Group
Published: 1975
Total Pages: 248
ISBN-13: 9780837176598
DOWNLOAD EBOOKAuthor: Martin Peterson
Publisher: Cambridge University Press
Published: 2017-03-30
Total Pages: 351
ISBN-13: 1107151597
DOWNLOAD EBOOKA comprehensive and accessible introduction to all aspects of decision theory, now with new and updated discussions and over 140 exercises.
Author: Charles Harrison
Publisher: Yale University Press
Published: 2020-03-10
Total Pages: 346
ISBN-13: 0300247133
DOWNLOAD EBOOKAt 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.
Author: William H. Phillips
Publisher: Macmillan
Published: 2009-01-02
Total Pages: 780
ISBN-13: 0312487258
DOWNLOAD EBOOKThis 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.
