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Deep Learning, Kelleher John D.


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Цена: 2700.00р.
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Автор: Kelleher John D.
Название:  Deep Learning
ISBN: 9780262537551
Издательство: MIT Press
Классификация:


ISBN-10: 0262537559
Обложка/Формат: Paperback
Страницы: 272
Вес: 0.22 кг.
Дата издания: 10.09.2019
Серия: Mit press essential knowledge series
Язык: English
Иллюстрации: 34 b 68 illustrations, unspecified
Размер: 127 x 177 x 19
Читательская аудитория: General (us: trade)
Ссылка на Издательство: Link
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Поставляется из: США
Описание: An accessible introduction to the artificial intelligence technology that enables computer vision, speech recognition, machine translation, and driverless cars.

Deep learning is an artificial intelligence technology that enables computer vision, speech recognition in mobile phones, machine translation, AI games, driverless cars, and other applications. When we use consumer products from Google, Microsoft, Facebook, Apple, or Baidu, we are often interacting with a deep learning system. In this volume in the MIT Press Essential Knowledge series, computer scientist John Kelleher offers an accessible and concise but comprehensive introduction to the fundamental technology at the heart of the artificial intelligence revolution.

Kelleher explains that deep learning enables data-driven decisions by identifying and extracting patterns from large datasets; its ability to learn from complex data makes deep learning ideally suited to take advantage of the rapid growth in big data and computational power. Kelleher also explains some of the basic concepts in deep learning, presents a history of advances in the field, and discusses the current state of the art. He describes the most important deep learning architectures, including autoencoders, recurrent neural networks, and long short-term networks, as well as such recent developments as Generative Adversarial Networks and capsule networks. He also provides a comprehensive (and comprehensible) introduction to the two fundamental algorithms in deep learning: gradient descent and backpropagation. Finally, Kelleher considers the future of deep learning--major trends, possible developments, and significant challenges.




Brothels, Depravity, and Abandoned Women: Illegal Sex in Antebellum New Orleans

Автор: Schafer Judith Kelleher
Название: Brothels, Depravity, and Abandoned Women: Illegal Sex in Antebellum New Orleans
ISBN: 0807137154 ISBN-13(EAN): 9780807137154
Издательство: Неизвестно
Цена: 5173.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Winner of the 2009 Gulf South Historical Association Book Award

When a priest suggested to one of the first governors of Louisiana that he banish all disreputable women to raise the colony's moral tone, the governor responded, "If I send away all the loose females, there will be no women left here at all." Primitive, mosquito infested, and disease ridden, early French colonial New Orleans offered few attractions to entice respectable women as residents. King Louis XIV of France solved the population problem in 1721 by emptying Paris's La Salpetriere prison of many of its most notorious prostitutes and convicts and sending them to Louisiana. Many of these women continued to ply their trade in New Orleans.

In Brothels, Depravity, and Abandoned Women, Judith Kelleher Schafer examines case histories from the First District Court of New Orleans and tells the engrossing story of prostitution in the city prior to the Civil War. Louisiana law did not criminalize the selling of sex until the Progressive Era, although the law forbade keeping a brothel. Police arrested individual public women on vague charges, for being "lewd and abandoned" or vagrants. The city's wealthy and influential landlords, some of whom made huge profits by renting their property as brothels, wanted their tenants back on the streets as soon as possible, and they often hired the best criminal attorneys to help release the women from jail. The courts, in turn, often treated these "public women" leniently, exacting small fines or sending them to the city's workhouse for a few months. As a result, prosecutors dropped almost all prostitution cases before trial.

Relying on previously unexamined court records and newly available newspaper articles, Schafer ably details the brutal and often harrowing lives of the women and young girls who engaged in prostitution. Some watched as gangs of rowdy men smashed their furniture; some endured beatings by their customers or other public women enraged by fits of jealousy; others were murdered. Schafer discusses the sexual exploitation of children, sex across the color line, violence among and against public women, and the city's feeble attempts to suppress the trade. She also profiles several infamous New Orleans sex workers, including Delia Swift, alias Bridget Fury, a flaming redhead with a fondness for stabbing men, and Emily Eubanks and her daughter Elisabeth, free women of color known for assaulting white women.

Although scholars have written much about prostitution in New Orleans' Storyville era, few historical studies on prostitution in antebellum New Orleans exist. Schafer's rich analysis fills this gap and offers insight into an intriguing period in the history of the "oldest profession" in the Crescent City."

Beyond the Visible Edge: A Grieving Mother`s Pilgrimage While Walking the Dog

Автор: Kelleher Betsy
Название: Beyond the Visible Edge: A Grieving Mother`s Pilgrimage While Walking the Dog
ISBN: 1973622106 ISBN-13(EAN): 9781973622109
Издательство: Неизвестно
Цена: 1924.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: An unexpected phone call acutely injects the fear of death into view and tests a mother's faith in ways she had not imagined. "Hi Mom, it's Bob." The warm smile that her son Bob's voice typically brought her quickly faded as she learned she could be losing a child to cancer. The phone call revealed her son had multiple myeloma-a cancer of the bone marrow-and there was no cure. Betsy found hope in her faith that God could work a miracle for four years and three months. Unfortunately, prayers did not bring healing, and her son's death broke her heart. Dealing with grief and loss was compounded when a Boston Terrier that had given her extraordinary comfort during this time was lost as well. In this wonderfully written memoir, the author hopes to help someone grieving the loss of a child reaffirm their faith in God. However, she doesn't gloss over the difficulties of dealing with grief and loss during her spiritual journey. Hope abounds, and a journey of renewal begins when a newly acquired Boston Terrier named Ribbons helps Betsy rediscover God's beauty in nature. As Betsy struggles to accept God's will in the loss of her son, she realizes that walking the dog becomes a spiritual journey where the fear of death begins to lose its sting. During walks with Ribbons, she finds comfort in a field of yellow flowers and hope in a morning sunrise. She starts to experience how people heal when God and grief meet. You'll move from moments of deep sorrow to moments where you find the comfort of God's beauty in nature, and renewal in the gift of a bird's joyful song. It's one of those must-read books on grieving the loss of a child that will help people learn to trust in God's wisdom and goodness.

Regional Missile Defense from a Global Perspective

Автор: Kelleher Catherine McArdle, Dombrowski Peter
Название: Regional Missile Defense from a Global Perspective
ISBN: 0804790647 ISBN-13(EAN): 9780804790642
Издательство: Mare Nostrum (Eurospan)
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Цена: 16302.00 р.
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Описание:

Regional Missile Defense from a Global Perspective explains the origins, evolution, and implications of the regional approach to missile defense that has emerged since the presidency of George H. W. Bush, and has culminated with the missile defense decisions of President Barack Obama. The Obama administration's overarching concept for American missile defense focuses on developing both a national system of limited ground-based defenses, located in Alaska and California, intended to counter limited intercontinental threats, and regionally-based missile defenses consisting of mobile ground-based technologies like the Patriot PAC-3 system, and sea-based Aegis-equipped destroyer and cruisers.

The volume is intended to stimulate renewed debates in strategic studies and public policy circles over the contribution of regional and national missile defense to global security. Written from a range of perspectives by practitioners and academics, the book provides a rich source for understanding the technologies, history, diplomacy, and strategic implications of the gradual evolution of American missile defense plans. Experts and non-experts alike--whether needing to examine the offense-defense tradeoffs anew, to engage with a policy update, or to better understand the debate as it relates to a country or region--will find this book invaluable. While it opens the door to the debates, however, it does not find or offer easy solutions--because they do not exist.

Making Love: Sentiment and Sexuality in Eighteenth-Century British Literature

Автор: Kelleher Paul
Название: Making Love: Sentiment and Sexuality in Eighteenth-Century British Literature
ISBN: 1611486955 ISBN-13(EAN): 9781611486957
Издательство: Неизвестно
Цена: 13332.00 р.
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Описание: Making Love closely reexamines the literary history of sentimentalism in order to open up new ways of understanding the history of sexuality.

Data Science

Автор: Kelleher John D., Tierney Brendan
Название: Data Science
ISBN: 0262535432 ISBN-13(EAN): 9780262535434
Издательство: MIT Press
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Цена: 2700.00 р.
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Описание: A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges.

The goal of data science is to improve decision making through the analysis of data. Today data science determines the ads we see online, the books and movies that are recommended to us online, which emails are filtered into our spam folders, and even how much we pay for health insurance. This volume in the MIT Press Essential Knowledge series offers a concise introduction to the emerging field of data science, explaining its evolution, current uses, data infrastructure issues, and ethical challenges.

It has never been easier for organizations to gather, store, and process data. Use of data science is driven by the rise of big data and social media, the development of high-performance computing, and the emergence of such powerful methods for data analysis and modeling as deep learning. Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting non-obvious and useful patterns from large datasets. It is closely related to the fields of data mining and machine learning, but broader in scope. This book offers a brief history of the field, introduces fundamental data concepts, and describes the stages in a data science project. It considers data infrastructure and the challenges posed by integrating data from multiple sources, introduces the basics of machine learning, and discusses how to link machine learning expertise with real-world problems. The book also reviews ethical and legal issues, developments in data regulation, and computational approaches to preserving privacy. Finally, it considers the future impact of data science and offers principles for success in data science projects.


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