000			02700pam a22004331i 4500
999			_c28371 _d28342
001			019648850
003			EG-ScBUE
005			20200319093730.0
008			191216s2019 enka f b 001 0 eng d
020			_z9781789955750 (pbk.)
040			_aStDuBDS _beng _erda _cStDuBDS _dUk _dEG-ScBUE
041	0		_aeng _beng
082	0	4	_a005.133 _bRAS _222
100	1		_aRaschka, Sebastian, _eauthor.
245	1	0	_aPython machine learning : _bmachine learning and deep learning with Python, scikit-learn, and TensorFlow 2 / _cSebastian Raschka, Vahid Mirjalili.
250			_aThird edition.
264		1	_aBirmingham, UK : _bPackt Publishing, _c2019.
300			_axxi, 741 pages : _billustrations (black and white) ; _c24 cm.
336			_atext _2rdacontent _btxt
336			_astill image _2rdacontent _btxt
337			_acomputer _2rdamedia _bn
338			_aonline resource _2rdacarrier _bnc
490	0		_aExpert insight
504			_aIncludes bibliographical references and index.
505	0		_aTable of ContentsGiving Computers the Ability to Learn from DataTraining Simple ML Algorithms for ClassificationML Classifiers Using scikit-learnBuilding Good Training Datasets - Data PreprocessingCompressing Data via Dimensionality ReductionBest Practices for Model Evaluation and Hyperparameter TuningCombining Different Models for Ensemble LearningApplying ML to Sentiment AnalysisEmbedding a ML Model into a Web ApplicationPredicting Continuous Target Variables with Regression AnalysisWorking with Unlabeled Data - Clustering AnalysisImplementing Multilayer Artificial Neural NetworksParallelizing Neural Network Training with TensorFlowTensorFlow MechanicsClassifying Images with Deep Convolutional Neural NetworksModeling Sequential Data Using Recurrent Neural NetworksGANs for Synthesizing New DataRL for Decision Making in Complex Environments.
520			_aPython Machine Learning, Third Edition is a comprehensive guide to machine learning and deep learning with Python. Packed with clear explanations, visualizations, and working examples, the book covers all the essential machine learning techniques in depth. This new third edition is updated for TensorFlow 2 and the latest additions to
546			_aIn English; summary in English.
588			_aDescription based on CIP data; resource not viewed.
650		7	_aMachine learning. _2BUEsh
650		7	_aPython (Computer program language) _2BUEsh
653			_bCOMSCI _cMarch2020
655			_vReading book _934232
700	1		_aMirjalili, Mahid, _eauthor.
776	0	8	_iPrint version : _z9781789955750
903			_aELD.DS.478811
942			_2ddc _cBB