000			02356nam a22003377a 4500
003			ZW-GwMSU
005			20240801084021.0
008			240726b |||||||| |||| 00| 0 eng d
020			_a9781617297717
020			_a9781617297717
040			_arda _bEnglish _cMSULIB _erda
050	0	0	_aQ325.5 MAT
100	1		_aMattmann, Chris. _eauthor.
245	1	0	_aMachine learning with tensorflow / _ccreated by Chris Mattmann ; foreword by Scott Penberthy.
250			_aSecond edition.
264		1	_bManning Publications Company, _c2020
264		4	_c©2020
300			_axxix, 420 pages : _billustrations ; _c24 cm
336			_atext _2rdacontent
337			_aunmediated _bn _2rdamedia
338			_avolume _bnc _2rdacarrier
504			_aIncludes index.
505	0		_aPart 1. Your machine-learning rig. 1. A machine-learning odyssey -- 2. TensorFlow essentials -- Part 2. Core learning algorithms. 3. Linear regression and beyond -- 4. Using regression for call-center volume prediction -- 5. A gentle introduction to classification -- 6. Sentiment classification : large movie-review dataset -- 7. Automatically clustering data -- 8. Inferring user activity from Android accelerometer data -- 9. Hidden Markov models -- 10. Part-of-speech tagging and word-sense disambiguation -- Part 3. The neural network paradigm. 11. A peek into autoencoders -- 12. Applying autoencoders: the CIFAR-10 image dataset -- 13. Reinforcement learning -- 14. Convolutional neural networks -- 15. Building a real-world CNN: VGG-Face and VGG-Face Lite -- 16. Recurrent neural networks -- 17. LSTMs and automatic speech recognition -- 18. Sequence=to-sequence models for chatbots -- 19. Utility landscape.
520			_aUpdated with new code, new projects, and new chapters, Machine Learning with TensorFlow, Second Edition gives readers a solid foundation in machine-learning concepts and the TensorFlow library. Summary Updated with new code, new projects, and new chapters, Machine Learning with TensorFlow, Second Edition gives readers a solid foundation in machine-learning concepts and the TensorFlow library.--
650		0	_aMachine learning.
650		0	_aData mining.
650		0	_aComputer algorithms.
650		0	_aProgramming languages (Electronic computers)
700	1		_aPenberthy, Scott. _ewriter of foreword.
942			_2lcc _cB
999			_c166297 _d166297