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001			978-3-030-68624-6
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005			20240423125425.0
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008			210621s2021 sz | s |||| 0|eng d
020			_a9783030686246 _9978-3-030-68624-6
024	7		_a10.1007/978-3-030-68624-6 _2doi
050		4	_aQ334-342
050		4	_aTA347.A78
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072		7	_aCOM004000 _2bisacsh
072		7	_aUYQ _2thema
082	0	4	_a006.3 _223
100	1		_aDube, Simant. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut
245	1	3	_aAn Intuitive Exploration of Artificial Intelligence _h[electronic resource] : _bTheory and Applications of Deep Learning / _cby Simant Dube.
250			_a1st ed. 2021.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2021.
300			_aXXII, 352 p. 76 illus., 72 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_aPart 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			_aThis 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.
650		0	_aArtificial intelligence.
650		0	_aMachine learning.
650		0	_aMultiagent systems.
650		0	_aPattern recognition systems.
650	1	4	_aArtificial Intelligence.
650	2	4	_aMachine Learning.
650	2	4	_aMultiagent Systems.
650	2	4	_aAutomated Pattern Recognition.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9783030686239
776	0	8	_iPrinted edition: _z9783030686253
776	0	8	_iPrinted edition: _z9783030686260
776	0	8	_iPrinted edition: _z9783031407000
856	4	0	_uhttps://doi.org/10.1007/978-3-030-68624-6
912			_aZDB-2-SCS
912			_aZDB-2-SXCS
942			_cSPRINGER
999			_c177774 _d177774