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Author: Ian Goodfellow
Publisher: MIT Press
ISBN: 0262337371
Category : Computers
Languages : en
Pages : 801
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Book Description
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.
Author: Ian Goodfellow
Publisher: MIT Press
ISBN: 0262337371
Category : Computers
Languages : en
Pages : 801
Get Book Here
Book Description
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.
Author:
Publisher:
ISBN:
Category : Authorship
Languages : en
Pages : 95
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Book Description
Author: Liliuokalani (Queen of Hawaii)
Publisher:
ISBN:
Category : Hawaii
Languages : en
Pages : 478
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Book Description
Author: T.V. Raman
Publisher: Springer
ISBN: 9783662199756
Category : Social Science
Languages : en
Pages : 131
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Book Description
This book is based on the author's Ph.D. thesis which was selected during the 1994 ACM Doctoral Dissertation Competition as one of the two co-winning works. T.V. Raman did his Ph.D. work at Cornell University with Professor Davied Gries as thesis advisor. The author presents the computing system ASTER that audio formats electronic documents to produce audio documents. ASTER can speak both literary texts and highly technical documents containing complex mathematics (presented in (LA)TEX).
Author: Terri A. Scandura
Publisher: SAGE Publications
ISBN: 1506388477
Category : Business & Economics
Languages : en
Pages : 547
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Book Description
Concise, practical, and based on the best available research, Essentials of Organizational Behavior: An Evidence-Based Approach, Second Edition equips students with the necessary skills to become effective leaders and managers. Author Terri A. Scandura uses an evidence-based approach to introduce students to new models proven to enhance the well-being, motivation, and productivity of people in the work place. Experiential exercises, self-assessments, and a variety of real-world cases and examples provide students with ample opportunity to apply OB concepts and hone their critical thinking abilities. New to this Edition A new Emotions and Moods chapter delves into important topics like emotional intelligence, emotional contagion, and affective neuroscience. A new Power and Politics chapter unpacks the most effective influence strategies and helps students develop their political skills. A stremlined table of contents now combines perception and decision making in a single chapter and change and stress in a single chapter. New case studies, including some from SAGE Business Cases for the Interactive eBook, on topics such as virtual teams, equal pay and the gender wage gap, and the use of apps at work introduce timely and relevant discussions to help foster student engagement. The new edition has been rigorously updated with the latest research throughout and includes expanded coverage of Machiavellian leadership, ethical decision making, and organizational design through change. New Best Practices and Research in Action boxes as well as new Toolkit Activities and Self-Assessments have been added to make the text even more hands-on and practical.
Author: Bernard F. Dick
Publisher: University Press of Kentucky
ISBN: 0813159512
Category : Biography & Autobiography
Languages : en
Pages : 336
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Book Description
Hal Wallis (1898-1986) might not be as well known as David O. Selznick or Samuel Goldwyn, but the films he produced—Casablanca, Jezebel, Now, Voyager, The Life of Emile Zola, Becket, True Grit, and many other classics (as well as scores of Elvis movies)—have certainly endured. As producer of numerous films, Wallis made an indelible mark on the course of America's film industry, but his contributions are often overlooked. Bernard Dick offers the first comprehensive assessment of the producer's incredible career. A former office boy and salesman, Wallis first engaged with the film business as the manager of a Los Angeles movie theater in 1922. He attracted the notice of the Warner brothers, who hired him as a publicity assistant. Within three months he was director of the department, and appointments to studio manager and production executive quickly followed. Wallis went on to oversee dozens of productions and formed his own production company in 1944. Dick draws on numerous sources such as Wallis's personal production files and exclusive interviews with many of his contemporaries to finally tell the full story of his illustrious career. Dick combines his knowledge of behind-the-scenes Hollywood with fascinating anecdotes to create a portrait of one of Hollywood's early power players.
Author: Bethany Atazadeh
Publisher: Grace House Press
ISBN: 173328883X
Category : Young Adult Fiction
Languages : en
Pages : 270
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Book Description
She holds the key to his heart, and he wants it back. When Arie reveals her Gift, she thinks the worst is over. But she couldn't be more wrong. The only one who can save her now is a mermaid named Rena. Rena is the youngest daughter of the Sea King, and she's dreamed of the surface for years. But her first visit on her 16th birthday isn't what she expects. She watches a Jinni fall from the sky—and chooses to save him, despite her mother's warnings that all Jinn are evil. Once she meets Gideon, she can't get him out of her mind. And maybe, with a little help from Arie and some magic of her own, she doesn't have to... The Jinni Key is a loose "Little Mermaid" retelling. Set in a world that humans share with mermaids, dragons, and the elusive Jinn, this is not the fairytale you remember… If you enjoy fantasy worlds, magical races, and surprising spins on classic fairy tales, then you'll love this enchanting retelling of The Little Mermaid. WHAT READERS ARE SAYING: "There was very little that I predicted, when there was a moment of loss I truly felt it, and I loved the unique spins she placed on the well-known THE LITTLE MERMAID tale." Rachael Martin (Goodreads Reviewer) "I went into this story super excited to find out more about Rena and Arie, and I was left unable to wait for the next book! I seriously read this book in one sitting (which left everything aching, but so worth it!). I absolutely loved The Stolen Kingdom, and book two did not disappoint. The Jinni Key's world-building was actually one of my favorites, so complex and detailed and very fun." Sarah Sutton (Goodreads Reviewer) "I couldn't even put the book down because I had to know what happened... These are the kind of retellings that I love because while the base story is weaved in there lightly the story doesn't rely on The Little Mermaid. It goes so far past that and you are invested in everything that is happening…" Katelyn Spedden (Goodreads Reviewer) "There is so much action going on in this book and as the story moved on, the stakes kept getting higher and higher - I couldn't put it down (read it in a few hours) and I can't wait to read the next book in the series!" Elira Barnes (Goodreads Reviewer) "This was an amazing second book! All of Bethany's hard work paid off ten fold! I loved how all the relationships developed and all the animal moments. I especially love Rena and her quirky personality. She makes an amazing POV character." Andrea Roberts (Goodreads Reviewer) "Once again, Bethany Atazadeh takes some risks with this Little Mermaid retelling and mixes in a lot of original story and world elements, along with engaging characters to make it an intriguing and magical read that I was sad to see end." Janine (Goodreads Reviewer) "I loved finding out what happens next. I'm excited and am definitely going to read the third book. Captivating story." Kaylee White (Goodreads Reviewer) THE STOLEN KINGDOM SERIES READING ORDER: Book 1: The Stolen Kingdom: An Aladdin retelling Book 2: The Jinni Key: A Little Mermaid retelling Book 3: The Cursed Hunter: A Beauty and the Beast retelling Book 4: The Enchanted Crown: A Sleeping Beauty retelling THE QUEEN'S RISE SERIES (a connected trilogy in The Stolen Kingdom Universe) Book 1: The Secret Gift Book 2: The Secret Shadow Book 3: The Secret Curse
Author: Edward Ziter
Publisher: Cambridge University Press
ISBN: 9780521818292
Category : Drama
Languages : en
Pages : 260
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Book Description
This book explores the impact of the Middle East and the Orient on writing and performance in nineteenth-century British theatre.
Author: Bethany Atazadeh
Publisher: Grace House Press
ISBN:
Category : Young Adult Fiction
Languages : en
Pages : 353
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Book Description
Arie is now the Queen of Hodafez. Alone. Gift-less. Unwanted. The pain from her Severance is suffocating. Struggling to find the will to go on, all that keeps Arie going is knowing her people need her protection. The Queen of Jinn is readying her attack. Rena gave away the one item that could’ve given them leverage. Her newfound selflessness is put to the test as the human kingdoms need the help of the Mere more than ever. Nesrin doesn’t know that anyone is looking for the prince of Jinn. She’s quickly learning how little she knows about him. Will she discover that she holds the answer everyone is looking for before it’s too late? The Enchanted Crown is a loose “Sleeping Beauty” retelling. Set in a world that humans share with mermaids, dragons, and the elusive Jinn, this is not the fairytale you remember… THE STOLEN KINGDOM SERIES READING ORDER: Book 1: The Stolen Kingdom: An Aladdin retelling Book 2: The Jinni Key: A Little Mermaid retelling Book 3: The Cursed Hunter: A Beauty and the Beast retelling Book 4: The Enchanted Crown: A Sleeping Beauty retelling THE QUEEN'S RISE SERIES (a connected trilogy in The Stolen Kingdom Universe) Book 1: The Secret Gift Book 2: The Secret Shadow Book 3: The Secret Curse
Author: Kimberly Alidio
Publisher: Belladonna*
ISBN: 9780998843940
Category :
Languages : en
Pages : 138
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Book Description
Poetry. A rendering of queer affects of desire, loss, and travel: ONCE TEETH BONES CORAL: undoes in language normative relations of self, lover, body, nature, verb, noun, adjective, and concept.
