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An intuitive exploration of artifici...

Dube, Simant.

An intuitive exploration of artificial intelligencetheory and applications of deep learning /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	An intuitive exploration of artificial intelligenceby Simant Dube.
其他題名:	theory and applications of deep learning /
作者:	Dube, Simant.
出版者:	Cham :Springer International Publishing :2021.
面頁冊數:	xxii, 352 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence.
電子資源:	https://doi.org/10.1007/978-3-030-68624-6
ISBN:	9783030686246$q(electronic bk.)

An intuitive exploration of artificial intelligencetheory and applications of deep learning /
Dube, Simant.

An intuitive exploration of artificial intelligencetheory and applications of deep learning /[electronic resource] :by Simant Dube. - Cham :Springer International Publishing :2021. - xxii, 352 p. :ill., digital ;24 cm.

Part I, Foundations -- AI Sculpture -- Make Me Learn -- Images and Sequences -- Why AI Works -- Learning to Sculpt -- Unleashing the Power of Generation -- The Road Most Rewarded -- The Classical World -- Part II, Applications -- To See is to Believe -- Read, Read, Read -- Lend Me Your Ear -- Create Your Shire and Rivendell -- Math to Code to Petaflops -- AI and Business -- Part III, Road Ahead -- Keep Marching on -- Benevolent AI for All -- Am I Looking at Myself? -- App. A, Solutions -- Further Reading -- Acronyms -- Glossary -- References -- Index.

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.

ISBN: 9783030686246$q(electronic bk.)

Standard No.: 10.1007/978-3-030-68624-6doiSubjects--Topical Terms:

194058
Artificial intelligence.

LC Class. No.: Q335 / .D83 2021

Dewey Class. No.: 006.3

An intuitive exploration of artificial intelligencetheory and applications of deep learning /
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505 0 $a Part I, Foundations -- AI Sculpture -- Make Me Learn -- Images and Sequences -- Why AI Works -- Learning to Sculpt -- Unleashing the Power of Generation -- The Road Most Rewarded -- The Classical World -- Part II, Applications -- To See is to Believe -- Read, Read, Read -- Lend Me Your Ear -- Create Your Shire and Rivendell -- Math to Code to Petaflops -- AI and Business -- Part III, Road Ahead -- Keep Marching on -- Benevolent AI for All -- Am I Looking at Myself? -- App. A, Solutions -- Further Reading -- Acronyms -- Glossary -- References -- Index.
520 $a 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.
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