000			04673cam a2200685 i 4500
001			on1350684170
003			OCoLC
005			20240523125544.0
006			m o d
007			cr |n|||||||||
008			221113t20232023enka ob 001 0 eng d
040			_aYDX _beng _erda _cYDX _dYDX _dDG1 _dIEEEE _dOCLCF _dCON _dOCLCO
020			_a9781119845041 _q(electronic bk. : oBook)
020			_a1119845041 _q(electronic bk. : oBook)
020			_a9781119845027 _qelectronic book
020			_a1119845025 _qelectronic book
020			_a9781119845034 _q(electronic bk.)
020			_a1119845033 _q(electronic bk.)
020			_z1119845017 _qhardcover
020			_z9781119845010 _qhardcover
024	7		_a10.1002/9781119845041 _2doi
029	1		_aAU@ _b000073230553
035			_a(OCoLC)1350684170
037			_a9968098 _bIEEE
041	1		_aeng _hfre
050		4	_aQ325.73 _b.T84 2023
082	0	4	_a006.31 _223
049			_aMAIN
100	1		_aTuffery, St�ephane, _eauthor.
245	1	0	_aDeep learning : _bfrom big data to artificial intelligence with R / _cSt�ephane S. Tuff�ery.
264		1	_aChichester, West Sussex : _bJohn Wiley & Sons, Ltd, _c2023.
264		4	_c�2023
300			_a1 online resource (xix, 519 pages) : _billustrations (some color)
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
500			_aTranslated from the French.
505	0		_aFront Matter -- From Big Data to Deep Learning -- Processing of Large Volumes of Data -- Reminders of Machine Learning -- Natural Language Processing -- Social Network Analysis -- Handwriting Recognition -- Deep Learning -- Deep Learning for Computer Vision -- Deep Learning for Natural Language Processing -- Artificial Intelligence -- Conclusion -- Annotated Bibliography -- Index
520			_aA concise and practical exploration of key topics and applications in data science In Deep Learning: From Big Data to Artificial Intelligence with R, expert researcher Dr. St�ephane Tuff�ery delivers an insightful discussion of the applications of deep learning and big data that focuses on practical instructions on various software tools and deep learning methods relying on three major libraries: MXNet, PyTorch, and Keras-TensorFlow. In the book, numerous, up-to-date examples are combined with key topics relevant to modern data scientists, including processing optimization, neural network applications, natural language processing, and image recognition. This is a thoroughly revised and updated edition of a book originally released in French, with new examples and methods included throughout. Classroom-tested and intuitively organized, Deep Learning: From Big Data to Artificial Intelligence with R offers complimentary access to a companion website that provides R and Python source code for the examples offered in the book. Readers will also find: A thorough introduction to practical deep learning techniques with explanations and examples for various programming libraries Comprehensive explorations of a variety of applications for deep learning, including image recognition and natural language processing Discussions of the theory of deep learning, neural networks, and artificial intelligence linked to concrete techniques and strategies commonly used to solve real-world problems Perfect for graduate students studying data science, big data, deep learning, and artificial intelligence, Deep Learning: From Big Data to Artificial Intelligence with R will also earn a place in the libraries of data science researchers and practicing data scientists.
504			_aIncludes bibliographical references and index.
588			_aDescription based on online resource; title from digital title page (viewed on December 02, 2022).
590			_aJohn Wiley and Sons _bWiley Online Library: Complete oBooks
650		0	_aDeep learning (Machine learning)
650		0	_aR (Computer program language)
650		0	_aBig data.
650		0	_aArtificial intelligence.
650		6	_aApprentissage profond.
650		6	_aR (Langage de programmation)
650		6	_aDonn�ees volumineuses.
650		6	_aIntelligence artificielle.
650		7	_aartificial intelligence. _2aat
650		7	_aArtificial intelligence _2fast
650		7	_aBig data _2fast
650		7	_aDeep learning (Machine learning) _2fast
650		7	_aR (Computer program language) _2fast
776	0	8	_iPrint version: _z1119845017 _z9781119845010 _w(OCoLC)1301904521
856	4	0	_uhttps://onlinelibrary.wiley.com/doi/book/10.1002/9781119845041
938			_aYBP Library Services _bYANK _n18208524
994			_a92 _bINLUM
999			_c12933 _d12933