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  3. Machine learning

An Intuitive Exploration of Artificial Intelligence

- Theory and Applications of Deep Learning
Af: Simant Dube Engelsk Paperback

An Intuitive Exploration of Artificial Intelligence

- Theory and Applications of Deep Learning
Af: Simant Dube Engelsk Paperback
Tjek vores konkurrenters priser
This book develops a conceptual understanding of Artificial Intelligence (AI), Deep Learning and Machine Learning in the truest sense of the word. It is an earnest endeavor to unravel what is happening at the algorithmic level, to grasp how applications are being built and to show the long adventurous road in the future.

An Intuitive Exploration of Artificial Intelligence offers insightful details on how AI works and solves problems in computer vision, natural language understanding, speech understanding, reinforcement learning and synthesis of new content. From the classic problem of recognizing cats and dogs, to building autonomous vehicles, to translating text into another language, to automatically converting speech into text and back to speech, to generating neural art, to playing games, and the author''s own experience in building solutions in industry, this book is about explaining how exactly the myriad applications of AI flow out of its immense potential.

The book is intended to serve as a textbook for graduate and senior-level undergraduate courses in AI. Moreover, since the book provides a strong geometrical intuition about advanced mathematical foundations of AI,  practitioners and researchers will equally benefit from the book.

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This book develops a conceptual understanding of Artificial Intelligence (AI), Deep Learning and Machine Learning in the truest sense of the word. It is an earnest endeavor to unravel what is happening at the algorithmic level, to grasp how applications are being built and to show the long adventurous road in the future.

An Intuitive Exploration of Artificial Intelligence offers insightful details on how AI works and solves problems in computer vision, natural language understanding, speech understanding, reinforcement learning and synthesis of new content. From the classic problem of recognizing cats and dogs, to building autonomous vehicles, to translating text into another language, to automatically converting speech into text and back to speech, to generating neural art, to playing games, and the author''s own experience in building solutions in industry, this book is about explaining how exactly the myriad applications of AI flow out of its immense potential.

The book is intended to serve as a textbook for graduate and senior-level undergraduate courses in AI. Moreover, since the book provides a strong geometrical intuition about advanced mathematical foundations of AI,  practitioners and researchers will equally benefit from the book.

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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 352
ISBN-13: 9783030686260
Indbinding: Paperback
Udgave:
ISBN-10: 3030686264
Kategori: Machine learning
Udg. Dato: 23 jun 2022
Længde: 27mm
Bredde: 232mm
Højde: 155mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 23 jun 2022
Forfatter(e): Simant Dube
Forfatter(e) Simant Dube

Kategori Machine learning

ISBN-13 9783030686260

Sprog Engelsk

Indbinding Paperback

Sider 352

Udgave

Længde 27mm

Bredde 232mm

Højde 155mm

Udg. Dato 23 jun 2022

Oplagsdato 23 jun 2022

Forlag Springer Nature Switzerland AG

Kategori sammenhænge