000			02383cam a22002898i 4500
001			on1129775792
003			OCoLC
007			ta
008			210519s2020 flua b 001 0 eng
010			_a 2019055620
020			_a9781138315068 (pbk.)
020			_a1138315060
035			_a(OCoLC)1129775792 _z(OCoLC)1129923395
050			_aQA76.9.D343 _bR64 2020
100	1		_aRogel-Salazar, Jesus.
245	1	0	_aAdvanced data science and analytics with Python / _cJesus Rogel-Salazar.
260			_aBoca Raton, FL : _bCRC Press, _c2020.
300			_axxxv, 383 p. : _bill.
490	1		_aChapman & Hall/CRC data mining & knowledge discovery series
504			_aIncludes bibliographical references and index.
520			_a"Advanced Data Science and Analytics with Python enables data scientists to continue developing their skills and apply them in business as well as academic settings. The subjects discussed in this book are complementary and a follow up from the topics discuss in Data Science and Analytics with Python. The aim is to cover important advanced areas in data science using tools developed in Python such as SciKit-learn, Pandas, Numpy, Beautiful Soup, NLTK, NetworkX and others. The model development is supported by the use of frameworks such as Keras, TensorFlow and Core ML, as well as Swift for the development of iOS and MacOS applications. The book can be read independently from the previous volume and each of the chapters in this volume is sufficiently independent from the others providing flexibility for the reader. Each of the topics addressed in the book tackles the data science workflow from a practical perspective, concentrating on the process and results obtained. The implementation and deployment of trained models are central to the book. Time series analysis, natural language processing, topic modelling, social network analysis, neural networks and deep learning are comprehensively covered in the book. The book discusses the need to develop data products and tackles the subject of bringing models to their intended audiences. In this case literally to the users's fingertips in the form of an iPhone app"-- Provided by publisher.
650		4	_aData mining.
650		4	_aPython (Computer program language)
650		4	_aDatabases.
830		0	_aChapman & Hall/CRC data mining and knowledge discovery series.
942			_2lcc _cBK
999			_c2740 _d2740