000			02746cam a2200373Ki 4500
016	7		_a016976429 _2Uk
016	7		_a016973753 _2Uk
020			_a9781118876053 _q(electronic bk.)
020			_a1118876059 _q(electronic bk.)
020			_a1118876229 _q(electronic bk.)
020			_a9781118876220 _q(electronic bk.)
020			_a9781119183686
020			_a1119183685
020			_z9781118876138
020			_z111887613X
024	7		_a10.1002/9781119183686 _2doi
037			_aB72C14C8-9461-49F0-AA52-EC8A9FE6E2A7 _bOverDrive, Inc. _nhttp://www.overdrive.com
040			_cCUS
072		7	_aCOM _x000000 _2bisacsh
072		7	_aCOM _x021030 _2bisacsh
245	0	0	_aData science and big data analytics : _bdiscovering, analyzing, visualizing and presenting data / _cedited by EMC Education Services.
260		1	_aIndianpolis, IN : _bJohn Wiley & Sons, _c2015.
300			_a1 online resource
520			_aThis is a book about harnessing the power of data for new insights and covers the breadth of activities and methods and tools that data scientists use. The content focuses on concepts, principles and practical applications that are applicable to any industry and technology environment, and the learning is supported and explained with examples that you can replicate using open-source software. It will help you become a contributor on a data science team; deploy a structured lifecycle approach to data analytics problems; apply appropriate analytic techniques and tools to analyzing big data; learn how to tell a compelling story with data to drive business action; prepare for EMC Proven Professional data science certification. -- _cEdited summary from book.
505	0		_a1. Introduction to big data analytics -- 2. Data analytics lifecycle -- 3. Review of basic data analytic methods using R -- 4. Advanced analytical theory and methods: clustering -- 5. Advanced analytical theory and methods: association rules -- 6. Advanced analytical theory and methods: regression -- 7. Advanced analytical theory and methods: classification -- 8. Advanced analytical theory and methods: time series analysis -- 9. Advanced analytical theory and methods: text analysis -- 10. Advanced analytics, technology and tools: MapReduce and Hadoop -- 11. Advanced analytics, technology and tools: in-database analytics -- 12. The endgame, or putting it all together.
650		0	_aData mining.
650		0	_aBig data.
650		7	_aCOMPUTERS _xGeneral. _2bisacsh
650		7	_aCOMPUTERS _xDatabase Management _xData Mining. _2bisacsh
650		7	_aBig data. _2fast _0(OCoLC)fst01892965
650		7	_aData mining. _2fast _0(OCoLC)fst00887946
710	2		_aEMC Education Services.
856	4	0	_uhttps://doi.org/10.1002/9781119183686 _zWiley Online Library
942			_cEBK
999			_c208771 _d208771