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020			_a9783030938239
024	7		_a10.1007/978-3-030-93823-9 _2doi
040			_aTR-AnTOB _beng _erda _cTR-AnTOB
041			_aeng
050		4	_aHF5548.2
072		7	_aPBT _2bicssc
072		7	_aK _2bicssc
072		7	_aBUS061000 _2bisacsh
072		7	_aPBT _2thema
072		7	_aK _2thema
090			_aHF5548.2EBK
245	1	0	_aBusiness Analytics for Professionals _h[electronic resource] / _cedited by Alp Ustundag, Emre Cevikcan, Omer Faruk Beyca.
250			_a1st ed. 2022.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2022.
300			_a1 online resource
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aSpringer Series in Advanced Manufacturing, _x2196-1735
505	0		_aPART I: TBA -- Chapter 1. Business Analytics for Managers -- Chapter 2. Big Data Management and Technologies -- Chapter 3. Descriptive Analytics: Feature Engineering & Data Visualization -- Chapter 4. Predictive Analytics with Machine Learning -- Chapter 5. Neural Networks and Deep Learning -- Chapter 6. Handling Unstructured Data: Text Analytics and Image Analysis -- Chapter 7. Prescriptive Analytics: Optimization and Modelling -- PART II: TBA -- Chapter 8. Supply Chain Analytics -- Chapter 9. CRM & Marketing Analytics -- Chapter 10. Financial Analytics -- Chapter 11. Human Resources Analytics -- Chapter 12. Manufacturing Analytics.
520			_aThis book explains concepts and techniques for business analytics and demonstrate them on real life applications for managers and practitioners. It illustrates how machine learning and optimization techniques can be used to implement intelligent business automation systems. The book examines business problems concerning supply chain, marketing & CRM, financial, manufacturing and human resources functions and supplies solutions in Python.
650		0	_aStatistics .
650		0	_aBusiness logistics.
650		0	_aIndustrial engineering.
650		0	_aProduction engineering.
650		0	_aProduction management.
650	1	4	_aStatistics in Business, Management, Economics, Finance, Insurance.
650	2	4	_aLogistics.
650	2	4	_aIndustrial and Production Engineering.
650	2	4	_aProduction .
653		0	_aBusiness -- Data processing
653		0	_aBig data
653		0	_aBusiness logistics
700	1		_aUstundag, Alp. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aCevikcan, Emre. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aBeyca, Omer Faruk. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt
710	2		_aSpringerLink (Online service)
830		0	_aSpringer Series in Advanced Manufacturing, _x2196-1735
856	4	0	_uhttps://doi.org/10.1007/978-3-030-93823-9 _3Springer eBooks _zOnline access link to the resource
942			_2lcc _cEBK